From 8fb6c52e447f87d4cc8da08851ceef0910a38527 Mon Sep 17 00:00:00 2001
From: rg4444 <rihards.gailums@gmail.com>
Date: Sun, 11 Oct 2026 14:36:51 +0300
Subject: [PATCH] KISC arch init

---
 .../.env.example                              |   37 +
 .../.github/placeholder.git                   |    1 +
 .../.github/workflows/qa.yml                  |   30 +
 .../.gitignore                                |    6 +
 ikt-arh-kultura-valodu-tehnologijas/LICENSE   |   21 +
 ikt-arh-kultura-valodu-tehnologijas/MCP.md    |  560 +++++
 ikt-arh-kultura-valodu-tehnologijas/README.md |  409 ++++
 .../docker-compose.yml                        |   13 +
 ...uras_valodu_jomu_PREZENT_V0.4_4.06 (1).pdf |  Bin 0 -> 1348563 bytes
 ...ķARH_Kultura_Valoda_V02_18.06.2025 (1).pdf |  Bin 0 -> 2009575 bytes
 .../docs/REGENERATION.md                      |   20 +
 .../docs/TRACEABILITY.md                      |   53 +
 .../docs/mcp_best_practices_and_rationale.md  |  266 +++
 .../diagrams/TODO-01-funkcijas.mmd            |    3 +
 .../diagrams/TODO-02-pakalpojumi.mmd          |    3 +
 .../diagrams/TODO-03-informacijas-resursi.mmd |    3 +
 .../TODO-04-informacijas-sistemas.mmd         |    3 +
 .../diagrams/TODO-05-integracijas.mmd         |    3 +
 .../domains/kultura-valoda/manifest.yaml      |   47 +
 .../registers/00-meta/abbreviations.yaml      |   55 +
 .../registers/00-meta/domain.yaml             |   67 +
 .../registers/00-meta/legal-acts.yaml         |   72 +
 .../registers/00-meta/principles-map.yaml     |   11 +
 .../registers/00-meta/principles.yaml         |   13 +
 .../registers/00-meta/related-documents.yaml  |  156 ++
 .../registers/00-meta/terms.yaml              |    7 +
 .../registers/01-as-is/swot.yaml              |    8 +
 .../registers/02-goals/goal-m1.yaml           |    7 +
 .../registers/02-goals/goal-m2.yaml           |    7 +
 .../registers/02-goals/goal-m3.yaml           |    7 +
 .../registers/02-goals/goal-m4.yaml           |    7 +
 .../registers/02-goals/goal-m5.yaml           |    7 +
 .../registers/02-goals/goal-m6.yaml           |    7 +
 .../03-organizations/organizations.yaml       |  287 +++
 .../registers/04-functions/functions.yaml     |   49 +
 .../05-services/kultura-services.yaml         |  266 +++
 .../05-services/valoda-services.yaml          |  179 ++
 .../kultura-info-resources.yaml               |  173 ++
 .../valoda-info-resources.yaml                |   97 +
 .../registers/07-systems/kultura-systems.yaml |  223 ++
 .../registers/07-systems/valoda-systems.yaml  |  113 +
 .../registers/08-roadmap/interactions.yaml    |   73 +
 .../registers/08-roadmap/roadmap.yaml         |  133 ++
 .../registers/09-risks/risks.yaml             |  104 +
 .../10-catalog/as-is-components.yaml          |    1 +
 .../registers/99-relations/edges.yaml         |  286 +++
 .../domains/kultura-valoda/views/01-ievads.md |   25 +
 .../02-esosas-arhitekturas-novertejums.md     |   10 +
 .../views/03-merki-un-principi.md             |   11 +
 .../views/04-merk-arhitektura.md              |   40 +
 .../kultura-valoda/views/05-cela-karte.md     |   14 +
 .../views/06-pielikums-komponentu-katalogs.md |    6 +
 .../domains/placeholder.git                   |    1 +
 .../mcp/Dockerfile                            |   19 +
 .../mcp/package-lock.json                     | 2119 +++++++++++++++++
 .../mcp/package.json                          |   27 +
 .../mcp/src/generateDoc.ts                    |  285 +++
 .../mcp/src/index.ts                          | 1730 ++++++++++++++
 .../mcp/src/repo/index.ts                     |   15 +
 .../mcp/src/repo/load.ts                      |  195 ++
 .../mcp/src/repo/types.ts                     |   44 +
 .../mcp/src/resources/get_resource.ts         |   43 +
 .../mcp/src/resources/list_resources.ts       |    8 +
 .../mcp/src/tools/get_entity.ts               |   11 +
 .../mcp/src/tools/list_relations.ts           |   16 +
 .../mcp/src/tools/search.ts                   |   29 +
 .../mcp/src/tools/subgraph.ts                 |   42 +
 .../mcp/tsconfig.json                         |   15 +
 .../mcpf/README.md                            |  506 ++++
 .../mcpf/scripts/validate-endpoints.sh        |  138 ++
 .../mcpf/veritrust/README-VERITRUST.md        |  247 ++
 .../mcpf/veritrust/install-credential.sh      |  206 ++
 .../mcpf/veritrust/mcp-server-request.json    |   66 +
 .../wellknown/credentials/mcp-server.json     |   62 +
 .../mcpf/wellknown/did.json                   |   33 +
 .../mcpf/wellknown/jwks.json                  |   12 +
 .../mcpf/wellknown/mcp-trust-registry.json    |   18 +
 .../mcpf/wellknown/mcp/manifest.json          |  135 ++
 .../mcpf/wellknown/security.txt               |    6 +
 .../KISC-merkarhitektura-apraksts-020.md      |  374 +++
 .../releases/placeholder.git                  |    1 +
 .../scripts/MCPF_INITIALIZE_RESPONSE.md       |  192 ++
 .../scripts/analyze_mcpf_response.py          |  179 ++
 .../scripts/test-mcpf-init.sh                 |   74 +
 .../tools/placeholder.git                     |    1 +
 .../tools/qa/check_generated_doc_headings.sh  |   29 +
 .../tools/qa/check_nonempty_registers.sh      |   23 +
 .../tools/qa/check_stakeholder_count.sh       |   21 +
 .../tools/qa/structure-checklist.md           |   10 +
 89 files changed, 10931 insertions(+)
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/.env.example
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/.github/placeholder.git
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/.github/workflows/qa.yml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/.gitignore
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/LICENSE
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/MCP.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/README.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/docker-compose.yml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/docs/ARH_kulturas_valodu_jomu_PREZENT_V0.4_4.06 (1).pdf
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/docs/MērķARH_Kultura_Valoda_V02_18.06.2025 (1).pdf
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/docs/REGENERATION.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/docs/TRACEABILITY.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/docs/mcp_best_practices_and_rationale.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-01-funkcijas.mmd
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-02-pakalpojumi.mmd
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-03-informacijas-resursi.mmd
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-04-informacijas-sistemas.mmd
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-05-integracijas.mmd
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/manifest.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/abbreviations.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/domain.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/legal-acts.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles-map.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/related-documents.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/terms.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/01-as-is/swot.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m1.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m2.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m3.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m4.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m5.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m6.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/03-organizations/organizations.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/04-functions/functions.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/kultura-services.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/valoda-services.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/kultura-info-resources.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/valoda-info-resources.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/kultura-systems.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/valoda-systems.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/interactions.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/roadmap.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/09-risks/risks.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/10-catalog/as-is-components.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/99-relations/edges.yaml
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/01-ievads.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/02-esosas-arhitekturas-novertejums.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/03-merki-un-principi.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/04-merk-arhitektura.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/05-cela-karte.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/06-pielikums-komponentu-katalogs.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/domains/placeholder.git
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/Dockerfile
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/package-lock.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/package.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/generateDoc.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/index.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/index.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/load.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/types.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/get_resource.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/list_resources.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/get_entity.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/list_relations.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/search.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/subgraph.ts
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcp/tsconfig.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/README.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/scripts/validate-endpoints.sh
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/README-VERITRUST.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/install-credential.sh
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/mcp-server-request.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/credentials/mcp-server.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/did.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/jwks.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp-trust-registry.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp/manifest.json
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/security.txt
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/releases/KISC-merkarhitektura-apraksts-020.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/releases/placeholder.git
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/scripts/MCPF_INITIALIZE_RESPONSE.md
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/scripts/analyze_mcpf_response.py
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/scripts/test-mcpf-init.sh
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/tools/placeholder.git
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_generated_doc_headings.sh
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_nonempty_registers.sh
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_stakeholder_count.sh
 create mode 100644 ikt-arh-kultura-valodu-tehnologijas/tools/qa/structure-checklist.md

diff --git a/ikt-arh-kultura-valodu-tehnologijas/.env.example b/ikt-arh-kultura-valodu-tehnologijas/.env.example
new file mode 100644
index 0000000..a941821
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/.env.example
@@ -0,0 +1,37 @@
+# Server
+MCP_PORT=8787
+MCP_HOST=0.0.0.0
+
+# IMPORTANT: point this to the folder that contains registers/ and views/
+# In this repo that's likely the domain folder, e.g. /app/domains/kultura-valoda
+REPO_ROOT=/app/domains/kultura-valoda
+
+# Public URL of the server (used in OAuth discovery metadata)
+SERVER_PUBLIC_URL=https://llm.kis.gov.lv:8787
+
+# Auth switch
+AUTH_REQUIRED=true
+
+# Auth mode: "both" (default) | "jwks" | "static"
+#   both   — accepts either a valid static token OR a valid OAuth JWT
+#   jwks   — only OAuth/OIDC JWT tokens (validated via JWKS)
+#   static — only the fixed bearer token
+AUTH_MODE=both
+
+# ── Static bearer token ──────────────────────────────────────────────
+STATIC_BEARER_TOKEN=change-me
+
+# ── Built-in OAuth (Authorization Code + PKCE & client_credentials) ──
+# Login credentials for the /authorize page (browser-based flow)
+OAUTH_LOGIN_USERNAME=admin
+OAUTH_LOGIN_PASSWORD=change-me
+
+# Pre-registered machine-to-machine client (client_credentials grant)
+OAUTH_CLIENT_ID=mcp-service-account
+OAUTH_CLIENT_SECRET=change-me-to-a-strong-secret
+
+# ── External JWKS / OIDC settings (optional, for external IDP) ──────
+# Leave blank to use the built-in OAuth server only.
+# OAUTH_JWKS_URL=https://YOUR-IDP/.well-known/jwks.json
+# OAUTH_ISSUER=https://YOUR-IDP/
+# OAUTH_AUDIENCE=YOUR_API_AUDIENCE
diff --git a/ikt-arh-kultura-valodu-tehnologijas/.github/placeholder.git b/ikt-arh-kultura-valodu-tehnologijas/.github/placeholder.git
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/.github/placeholder.git
@@ -0,0 +1 @@
+
diff --git a/ikt-arh-kultura-valodu-tehnologijas/.github/workflows/qa.yml b/ikt-arh-kultura-valodu-tehnologijas/.github/workflows/qa.yml
new file mode 100644
index 0000000..48ea6fc
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/.github/workflows/qa.yml
@@ -0,0 +1,30 @@
+name: QA
+
+on:
+  push:
+  pull_request:
+
+jobs:
+  qa:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Install MCP deps
+        working-directory: mcp
+        run: npm ci
+
+      - name: Generate doc
+        run: |
+          cd mcp
+          REPO_ROOT="$GITHUB_WORKSPACE" DOMAIN_DIR="domains/kultura-valoda" OUT_FILE="KISC-merkarhitektura-apraksts.md" npm run gen:doc
+
+      - name: Non-empty required registers
+        run: tools/qa/check_nonempty_registers.sh
+
+      - name: Required headings exist in regenerated doc
+        run: tools/qa/check_generated_doc_headings.sh KISC-merkarhitektura-apraksts.md
+
+      - name: Stakeholder presence sanity check
+        run: tools/qa/check_stakeholder_count.sh KISC-merkarhitektura-apraksts.md
diff --git a/ikt-arh-kultura-valodu-tehnologijas/.gitignore b/ikt-arh-kultura-valodu-tehnologijas/.gitignore
new file mode 100644
index 0000000..e030f3b
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/.gitignore
@@ -0,0 +1,6 @@
+node_modules/
+dist/
+.env
+.DS_Store
+*.log
+site/
diff --git a/ikt-arh-kultura-valodu-tehnologijas/LICENSE b/ikt-arh-kultura-valodu-tehnologijas/LICENSE
new file mode 100644
index 0000000..b77bf2a
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/MCP.md b/ikt-arh-kultura-valodu-tehnologijas/MCP.md
new file mode 100644
index 0000000..8bac557
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/MCP.md
@@ -0,0 +1,560 @@
+# MCP serveris — Kultūras un valodu tehnoloģiju arhitektūras interfeiss
+
+## Pārskats
+
+Šis dokuments apraksta KISC MCP (Model Context Protocol) serveri, kas nodrošina AI aģentiem un automatizācijas rīkiem strukturētu piekļuvi Latvijas kultūras un valodu tehnoloģiju jomas mērķarhitektūras datiem.
+
+**Servera adrese:** `https://llm.kis.gov.lv/mcp`
+**Versija:** 0.3.0
+**Operators:** Kultūras informācijas sistēmu centrs (KISC)
+**Identitāte:** `did:web:llm.kis.gov.lv`
+
+MCP serveris ir **tikai-lasīšanas interfeiss** — tas nemaina SSOT saturu, bet gan ļauj to meklēt, analizēt un ģenerēt dokumentus no tā.
+
+---
+
+## 1) Kas ir šī arhitektūra un ko MCP serveris dara
+
+Kultūras un valodu tehnoloģiju jomas mērķarhitektūra apraksta Latvijas valsts stratēģiju kultūras mantojuma digitalizācijai un latviešu valodas tehnoloģiju attīstībai. Tā ietver divus apakšdomēnus:
+
+- **Kultūras apakšjoma** (`kultura`) — muzeju, bibliotēku, arhīvu un kultūras pieminekļu digitalizācija, datu pārvaldība, publiskā pieejamība
+- **Valodu tehnoloģiju apakšjoma** (`valoda`) — Lielais latviešu valodas modelis (LVM-LV), mašīntulkošana, runas sintēze/atpazīšana, semantiskā meklēšana
+
+Arhitektūra satur šādus elementu tipus:
+
+| Entītiju tips | Piemēri | Skaits |
+|---|---|---|
+| **Mērķi** (`goal`) | M1 "Kultūras mantojuma saglabāšana", M4 "Latviešu valoda digitālajā laikmetā" | 6 |
+| **Organizācijas** (`org`) | KISC, LNB, LU MII, Kultūras ministrija | ~40 |
+| **Funkcijas** (`func`) | Mantojuma digitalizācija, valodu platformas uzturēšana | 6 |
+| **Pakalpojumi** (`svc`) | Mašīntulkošana, runas sintēze, DOM, statistikas portāls | 30 |
+| **Informācijas resursi** (`ir`) | Valodu korpusi, muzeja dati, terminoloģija | 23 |
+| **Sistēmas** (`sys`) | LVM-LV, VBK, valodu platformas, DOM | 32 |
+| **Ceļa kartes pasākumi** (`rm`) | Modernizācijas iniciatīvas ar laika grafiku | ~10 |
+| **Riski** (`risk`) | Datu kvalitāte, kiberdrošība, AI Act atbilstība | ~8 |
+| **Dokumenti** (`doc`) | GDPR, AI Act, VDAR, nozares regulējums | ~15 |
+| **Principi** (`principle`) | Arhitektūras pamatprincipi | 4 |
+
+---
+
+## 2) MCP rīki — ko AI aģents saņem
+
+Kad AI aģents (piemēram, Claude) pieslēdzas MCP serverim, tam kļūst pieejami **9 rīki**. Šajā sadaļā aprakstīts katrs rīks — tā nolūks, parametri un kas tiek atgriezts.
+
+### 2.1 `identify` — servera identitātes verificēšana
+
+**Nolūks:** Atgriež informāciju par servera operatoru, identitāti un uzticamības pierādījumiem. Ļauj AI aģentam pārliecināties, ka serveris pieder KISC un ir verificēts.
+
+**Parametri:** nav obligātu parametru.
+
+**Atgriež:**
+- Servera nosaukums, versija, operators (KISC)
+- DID identitāte: `did:web:llm.kis.gov.lv`
+- MCPF (MCP Trust Framework) atbilstības informācija
+- VeriTrust izdotas verifikācijas akreditācijas URL
+- JWKS, DID dokumenta, MCP manifesta un uzticamības reģistra URL
+
+**Kad lietot:** Pirms uzticēšanās servera datiem — lai pārliecinātos, ka datu avots ir leģitīms.
+
+---
+
+### 2.2 `describe_model` — arhitektūras metamodelis
+
+**Nolūks:** Atgriež pilnu arhitektūras datu modeļa aprakstu — kādi entītiju tipi pastāv, kādi atribūti katram tipam, kādi attiecību tipi, kādi apakšdomēni un skati.
+
+**Parametri:** nav.
+
+**Atgriež:**
+- 11 entītiju tipu saraksts ar to ID shēmām un atribūtiem
+- 16 attiecību tipu saraksts (has_goal, depends_on, owns, u.c.)
+- 2 apakšdomēni (kultura, valoda)
+- 6 dokumenta skatu saraksts
+
+**Kad lietot:** Kā pirmo soli — lai AI aģents saprastu, kāda veida dati ir pieejami un kā tie ir strukturēti. Šis rīks ir "karte" visiem pārējiem rīkiem.
+
+**Piemērs — ko AI aģents uzzina:**
+> "Šajā arhitektūrā ir 6 stratēģiskie mērķi ar ID formātā `goal.m1`–`goal.m6`. Sistēmas ir ar ID `sys.kultura.01` vai `sys.valoda.01`. Attiecības ietver `has_system`, `depends_on`, `owns`. Ir 2 apakšdomēni: kultūra un valoda."
+
+---
+
+### 2.3 `search` — meklēšana pēc atslēgvārdiem
+
+**Nolūks:** Meklēt jebkādu arhitektūras entītiju vai dokumenta fragmentu pēc atslēgvārdiem. Atbalsta gan latviešu, gan angļu valodas vaicājumus.
+
+**Parametri:**
+- `query` (obligāts) — meklēšanas frāze, piemēram, "valodu tehnoloģijas", "KISC", "digitālais mantojums", "AI risks"
+- `kind` (neobligāts) — filtrēt pēc tipa: goal, org, sys, svc, ir, func, principle u.c.
+- `subdomain` (neobligāts) — filtrēt pēc apakšdomēna: "kultura" vai "valoda"
+- `limit` (neobligāts) — rezultātu skaits (noklusējums 25)
+
+**Atgriež:** Sakārtots saraksts ar atrastajām entītijām, katrai norādot ID, piemērotības novērtējumu (score), tipu un pilnus datus.
+
+**Kad lietot:** Kad zināms aptuvens jautājums, bet nav precīzs entītijas ID.
+
+**Piemēri:**
+```
+search(query="mašīntulkošana")           → atrod svc.valoda.04, sys.valoda.03
+search(query="LNB", kind="org")          → atrod org.lnb
+search(query="risks", kind="risk")       → atrod visus riskus
+search(query="korpuss", subdomain="valoda") → atrod ir.valoda.01, ir.valoda.02
+```
+
+---
+
+### 2.4 `get_entity` — konkrētas entītijas izgūšana
+
+**Nolūks:** Atgriež pilnu informāciju par vienu konkrētu entītiju pēc tās ID.
+
+**Parametri:**
+- `id` (obligāts) — entītijas ID, piemēram: `goal.m4`, `org.kisc`, `sys.valoda.02`, `risk.001`
+
+**Atgriež:** Visu entītijas informāciju — nosaukums, apraksts, statuss, izmaiņu apraksts, VIRSIS ID atsauces un avota faila ceļš.
+
+**Kad lietot:** Kad precīzi zināms, kuru entītiju vajag apskatīt.
+
+**Piemēri:**
+```
+get_entity(id="goal.m4")        → "Latviešu valoda digitālajā laikmetā" — pilns apraksts
+get_entity(id="sys.valoda.02")  → "Lielais latviešu valodas modelis (LVM-LV)" — statuss, resursi
+get_entity(id="org.kisc")       → KISC organizācijas pilna informācija
+```
+
+---
+
+### 2.5 `list_entities` — entītiju saraksts pēc tipa
+
+**Nolūks:** Atgriež visu entītiju ID sarakstu, iespējams filtrētu pēc tipa un/vai apakšdomēna. Ļauj ātri uzzināt, kas pastāv.
+
+**Parametri:**
+- `type` (neobligāts) — entītiju tipa filtrs: "goal", "org", "sys", "svc", "ir", "func", "principle", "rm", "risk", "doc", "int"
+- `subdomain` (neobligāts) — "kultura" vai "valoda"
+
+**Atgriež:** ID saraksts ar katras entītijas pamata informāciju (nosaukums, tips).
+
+**Kad lietot:** Kad vajag pārskatu par visām noteikta tipa entītijām.
+
+**Piemēri:**
+```
+list_entities(type="goal")                → 6 mērķi (goal.m1–goal.m6)
+list_entities(type="sys", subdomain="valoda")  → 11 valodu tehnoloģiju sistēmas
+list_entities(type="risk")                → visi identificētie riski
+list_entities()                           → pilns visu entītiju saraksts
+```
+
+---
+
+### 2.6 `list_relations` — attiecību meklēšana
+
+**Nolūks:** Atrast visas attiecības (šķautnes), kas saistītas ar konkrētu entītiju — ienākošās, izejošās vai abas.
+
+**Parametri:**
+- `id` (obligāts) — entītijas ID, piemēram: `domain.kultura-valoda`, `goal.m4`
+- `direction` (neobligāts) — "in" (ienākošās), "out" (izejošās), "both" (abas, noklusējums)
+
+**Atgriež:** Saraksts ar šķautnēm, katrai norādot `from`, `type`, `to` un kopējo skaitu.
+
+**Kad lietot:** Ietekmes analīzē ("kuri pakalpojumi ir saistīti ar mērķi M4?"), atkarību kartēšanā, audita nolūkos.
+
+**Piemērs:**
+```
+list_relations(id="domain.kultura-valoda", direction="out")
+→ 95 šķautnes: has_goal→goal.m1..m6, has_system→sys.kultura.01..sys.valoda.11, u.c.
+```
+
+> **Piezīme:** Pašreizējā versijā visas šķautnes iziet no `domain.kultura-valoda`. Lai atrastu, piemēram, visas valodu apakšjomas sistēmas, meklējiet `list_relations(id="domain.kultura-valoda")` un filtrējiet pēc tipa `has_system` un `to` prefiksa `sys.valoda.*`.
+
+---
+
+### 2.7 `subgraph` — apakšgrafa izgūšana
+
+**Nolūks:** Sākot no vienas vai vairākām sēklas entītijām, apstaigāt attiecību grafu un atgriezt visas saistītās entītijas līdz noteiktam dziļumam.
+
+**Parametri:**
+- `seed_ids` (obligāts) — sākuma entītiju ID masīvs, piemēram: `["goal.m4"]` vai `["org.kisc", "org.lumii"]`
+- `depth` (neobligāts) — apstaigāšanas dziļums (noklusējums 1, maks. 3)
+
+**Atgriež:** Pilns mezglu un šķautņu saraksts — katra mezgla pilna informācija un visas savienojošās šķautnes.
+
+**Kad lietot:** Lai iegūtu "apkārtnes karti" — visas entītijas, kas saistītas ar noteiktu komponentu.
+
+**Piemērs:**
+```
+subgraph(seed_ids=["domain.kultura-valoda"], depth=1)
+→ 96 mezgli, 95 šķautnes — viss domēna saturs
+```
+
+---
+
+### 2.8 `get_view` — dokumenta skata izgūšana
+
+**Nolūks:** Atgriež viena konkrēta dokumenta skata saturu Markdown formātā. Skati ir cilvēklasāmas dokumenta nodaļas.
+
+**Parametri:**
+- `view_id` (obligāts) — skata identifikators. Iespējamās vērtības:
+  - `01-ievads` — Ievads
+  - `02-esosas-arhitekturas-novertejums` — Esošās arhitektūras novērtējums
+  - `03-merki-un-principi` — Mērķi un principi
+  - `04-merk-arhitektura` — Mērķarhitektūra
+  - `05-cela-karte` — Ceļa karte
+  - `06-pielikums-komponentu-katalogs` — Komponentu katalogs
+
+**Atgriež:** Markdown saturs ar virsrakstiem, tekstiem un atsaucēm uz reģistriem.
+
+**Kad lietot:** Lai izlasītu noteiktu dokumenta nodaļu bez pilna dokumenta ģenerēšanas.
+
+**Piemērs:**
+```
+get_view(view_id="03-merki-un-principi")
+→ Markdown ar M1–M6 mērķu aprakstiem un arhitektūras principiem
+```
+
+---
+
+### 2.9 `generate_document` — pilna dokumenta ģenerēšana
+
+**Nolūks:** Reģenerēt pilnu cilvēklasāmo arhitektūras dokumentu no YAML reģistriem. Apvieno visus skatus ar inline reģistru paplašinājumiem vienotā Markdown vai JSON dokumentā.
+
+**Parametri:**
+- `format` (neobligāts) — "markdown" (noklusējums) vai "json"
+- `sections` (neobligāts) — konkrētu sadaļu saraksts. Ja nav norādīts, ģenerē pilnu dokumentu.
+  - Pieejamās vērtības: `ievads`, `esosa`, `merki`, `arhitektura`, `celakarte`, `katalogs`
+
+**Atgriež:** Pilns Markdown vai JSON dokuments, kas satur visas vai izvēlētās sadaļas ar iekļautiem reģistru datiem.
+
+**Kad lietot:**
+- Lai iegūtu aktuālu, pilnu mērķarhitektūras dokumentu
+- Lai sagatavotu materiālu prezentācijai vai pārskatam
+- Lai pārbaudītu, ka visi reģistri ir korekti un savstarpēji saskanīgi
+
+**Piemēri:**
+```
+generate_document()
+→ Pilns dokuments Markdown formātā (~50+ lappuses)
+
+generate_document(format="json")
+→ Strukturēts JSON ar katras sadaļas datiem
+
+generate_document(sections=["merki", "arhitektura"])
+→ Tikai mērķi/principi un mērķarhitektūras sadaļas
+```
+
+---
+
+## 3) Tipisko jautājumu un atbilžu piemēri
+
+Šajā sadaļā parādīts, kādus jautājumus var uzdot AI aģentam un kādus rīkus tas izmantos, lai atbildētu.
+
+### 3.1 Vispārīgs pārskats
+
+**Jautājums:** "Pastāsti par šo arhitektūru — kas tajā ir un kā tā ir organizēta?"
+
+**AI aģenta darbība:** Izsauc `describe_model`, pēc tam `list_entities` vispārīgam pārskatam.
+
+**Sagaidāmā atbilde:** Skaidrojums, ka tā ir Latvijas kultūras un valodu tehnoloģiju jomas mērķarhitektūra ar 2 apakšdomēniem, 6 mērķiem, ~30 pakalpojumiem, ~30 sistēmām u.c.
+
+---
+
+### 3.2 Konkrēta mērķa izpēte
+
+**Jautājums:** "Kas ir M4 mērķis un kā tas attiecas uz latviešu valodas AI?"
+
+**AI aģenta darbība:** Izsauc `get_entity(id="goal.m4")`.
+
+**Sagaidāmā atbilde:** M4 ir "Latviešu valoda digitālajā laikmetā" — mērķis nodrošināt latviešu valodas klātbūtni MI risinājumos, attīstot valodas resursus, modeļus un pakalpojumus.
+
+---
+
+### 3.3 Sistēmu saraksts valodu jomā
+
+**Jautājums:** "Kādas informācijas sistēmas ir valodu tehnoloģiju apakšjomā?"
+
+**AI aģenta darbība:** Izsauc `list_entities(type="sys", subdomain="valoda")`.
+
+**Sagaidāmā atbilde:** 11 sistēmu saraksts — valodu tehnoloģiju platforma, LVM-LV, mašīntulkošana, runas atpazīšana, runas sintēze, virtuālie asistenti, semantiskā meklēšana, teksta ģenerēšana, vieglās valodas rīki, valodu resursu pārvaldība, jaunu tehnoloģiju izmitināšanas vide.
+
+---
+
+### 3.4 Konkrētas sistēmas detaļas
+
+**Jautājums:** "Pastāsti par Lielo latviešu valodas modeli — kas tas ir, kāds ir tā statuss?"
+
+**AI aģenta darbība:** Izsauc `search(query="latviešu valodas modelis")` vai `get_entity(id="sys.valoda.02")`.
+
+**Sagaidāmā atbilde:** sys.valoda.02 — "Lielais latviešu valodas modelis (LVM-LV)", statuss "Jauns", tiks izveidots un uzturēts kā valsts mēroga valodas infrastruktūras pamatelements.
+
+---
+
+### 3.5 Ietekmes analīze
+
+**Jautājums:** "Kuras sistēmas un pakalpojumi ir saistīti ar kultūras domēnu?"
+
+**AI aģenta darbība:** Izsauc `list_relations(id="domain.kultura-valoda", direction="out")`, filtrē pēc `has_system` un `has_service`.
+
+**Sagaidāmā atbilde:** 21 kultūras sistēma un 16 kultūras pakalpojumi, katrs ar savu ID un saiti uz domēnu.
+
+---
+
+### 3.6 Risku analīze
+
+**Jautājums:** "Kādi riski ir identificēti šajā arhitektūrā?"
+
+**AI aģenta darbība:** Izsauc `list_entities(type="risk")`, pēc tam `get_entity` katram riskam.
+
+**Sagaidāmā atbilde:** Risku saraksts ar aprakstiem, iespējamību, ietekmi un mazināšanas pasākumiem.
+
+---
+
+### 3.7 Pilna dokumenta ģenerēšana
+
+**Jautājums:** "Saģenerē pilnu mērķarhitektūras dokumentu."
+
+**AI aģenta darbība:** Izsauc `generate_document(format="markdown")`.
+
+**Sagaidāmā atbilde:** Pilns Markdown dokuments ar visām 6 sadaļām — ievads, esošā situācija, mērķi un principi, mērķarhitektūra, ceļa karte, komponentu katalogs.
+
+---
+
+### 3.8 Organizāciju meklēšana
+
+**Jautājums:** "Kas ir KISC un kāda ir tā loma?"
+
+**AI aģenta darbība:** Izsauc `search(query="KISC", kind="org")` vai `get_entity(id="org.kisc")`.
+
+**Sagaidāmā atbilde:** Kultūras informācijas sistēmu centrs — domēna īstenotājs, atbildīgs par kultūras IS uzturēšanu un attīstību.
+
+---
+
+### 3.9 Ceļa kartes izpēte
+
+**Jautājums:** "Kādi ir plānotie pasākumi un to laika grafiks?"
+
+**AI aģenta darbība:** Izsauc `get_view(view_id="05-cela-karte")` vai `list_entities(type="rm")`.
+
+**Sagaidāmā atbilde:** Ceļa kartes sadaļa ar pasākumu sarakstu, termiņiem un atbildīgajām organizācijām.
+
+---
+
+### 3.10 Servera uzticamības pārbaude
+
+**Jautājums:** "Vai šis serveris ir uzticams? Kas to pārvalda?"
+
+**AI aģenta darbība:** Izsauc `identify`.
+
+**Sagaidāmā atbilde:** Serveris pieder KISC (Latvijas valsts iestāde), ir verificēts ar VeriTrust akreditāciju, DID identitāte ir `did:web:llm.kis.gov.lv`, atbilst MCPF Layer 1.
+
+---
+
+## 4) Kā AI aģents saprot arhitektūras kontekstu
+
+Kad AI aģents (piemēram, Claude) pieslēdzas šim MCP serverim, tas **automātiski saņem** šādu konteksta informāciju:
+
+1. **Servera apraksts:** "MCP server for Latvian cultural heritage and language technology architecture documentation" — tas uzreiz norāda, ka dati ir par Latvijas kultūras un valodu tehnoloģiju jomu.
+
+2. **Rīku apraksti:** Katrs rīks satur detalizētu `description` lauku, kas palīdz AI aģentam saprast, kad un kā to lietot. Piemēram, `search` rīka aprakstā ir minēts: "Search KISC architecture documentation for Latvian government cultural digitalization. Contains: strategic goals (M1-M6), organizations (KISC, LNB, LUMII, ministries, museums)..." — tas dod aģentam bagātu kontekstu.
+
+3. **Entītiju ID shēmas:** Rīku parametru aprakstos ir norādīti piemēri (`goal.m4`, `org.kisc`, `sys.valoda.01`), kas aģentam palīdz konstruēt pareizus vaicājumus.
+
+4. **Uzticamības metadati:** Inicializācijas laikā serveris atgriež MCPF metadatus ar DID, akreditācijas un verifikācijas URL — AI aģents var novērtēt datu avota uzticamību.
+
+Tādējādi AI aģentam **nav nepieciešama ārēja apmācība** — konteksts tiek saņemts tieši no servera, un aģents var sākt atbildēt uz jautājumiem par arhitektūru nekavējoties.
+
+---
+
+## 5) Dokumenta ģenerēšanas detalizēta procedūra
+
+### 5.1 Ģenerēšanas mehānisms
+
+Dokumenta ģenerēšana apvieno divus avotus:
+
+```
+views/ (Markdown struktūra)   +   registers/ (YAML dati)   →   Pilns dokuments
+```
+
+Process:
+
+1. Tiek nolasīts katrs skats (`01-ievads.md`, `02-esosas-...md`, ..., `06-pielikums-...md`)
+2. Skatā atrastās reģistru atsauces (backtick formātā) tiek aizstātas ar attiecīgo YAML reģistru saturu, formatētu kā tabulas vai saraksti
+3. Rezultāts tiek apvienots vienotā dokumentā
+
+### 5.2 Ģenerēšana caur komandrindu
+
+```bash
+cd mcp
+REPO_ROOT="$(pwd)/.." \
+DOMAIN_DIR="domains/kultura-valoda" \
+OUT_FILE="KISC-merkarhitektura-apraksts.md" \
+npm run gen:doc
+```
+
+### 5.3 Ģenerēšana caur MCP (AI aģents)
+
+```
+# Pilns dokuments (visas sadaļas)
+generate_document(format="markdown")
+
+# Tikai ievads un mērķi
+generate_document(format="markdown", sections=["ievads", "merki"])
+
+# JSON formāts mašīnapstrādei
+generate_document(format="json")
+
+# Tikai mērķarhitektūra un katalogs
+generate_document(format="markdown", sections=["arhitektura", "katalogs"])
+```
+
+### 5.4 Sadaļu identifikatori
+
+| Sadaļas ID | Skata fails | Saturs |
+|---|---|---|
+| `ievads` | `01-ievads.md` | Ievads, tvērums, termini, saīsinājumi |
+| `esosa` | `02-esosas-arhitekturas-novertejums.md` | Esošās situācijas novērtējums |
+| `merki` | `03-merki-un-principi.md` | Mērķi M1–M6 un 4 arhitektūras principi |
+| `arhitektura` | `04-merk-arhitektura.md` | Funkcijas, pakalpojumi, IR, sistēmas |
+| `celakarte` | `05-cela-karte.md` | Ceļa karte, riski, mijiedarbības |
+| `katalogs` | `06-pielikums-komponentu-katalogs.md` | Pilns komponentu katalogs |
+
+### 5.5 Ģenerētā dokumenta struktūra
+
+Pilns dokuments satur aptuveni šādu struktūru:
+
+```
+1. Ievads
+   1.1 Dokumenta nolūks un mērķauditorija
+   1.2 Domēna arhitektūras tvērums
+   1.3 Termini un saīsinājumi
+   1.4 Saistītie dokumenti
+
+2. Esošās arhitektūras novērtējums
+   2.1 Kultūras apakšjomas esošā situācija
+   2.2 Valodu tehnoloģiju esošā situācija
+   2.3 Esošo sistēmu novērtējums
+
+3. Mērķi un principi
+   3.1 Stratēģiskie mērķi (M1–M6)
+   3.2 Arhitektūras principi (P1–P4)
+
+4. Mērķarhitektūra
+   4.1 Funkcijas (6 gab.)
+   4.2 Pakalpojumi (30 gab. — kultūra + valoda)
+   4.3 Informācijas resursi (23 gab.)
+   4.4 Sistēmas (32 gab.)
+
+5. Ceļa karte
+   5.1 Pasākumu plāns
+   5.2 Attiecības un atkarības
+   5.3 Riski
+   5.4 Mijiedarbības ar citām jomām
+
+6. Pielikums — komponentu katalogs
+   6.1 Pilns sistēmu saraksts
+   6.2 Pilns pakalpojumu saraksts
+   6.3 Pilns IR saraksts
+```
+
+---
+
+## 6) MCPF uzticamības ietvars
+
+Serveris implementē **MCPF (MCP Trust Framework) Layer 1** — uzticamības atklāšanu sesijas līmenī.
+
+### 6.1 Inicializācijas metadati
+
+Katras MCP sesijas sākumā serveris atgriež šādus metadatus:
+
+```json
+{
+  "_meta": {
+    "identity": {
+      "id": "did:web:llm.kis.gov.lv",
+      "service": { "mcp": "https://llm.kis.gov.lv/mcp" },
+      "keys": { "jwks_uri": "https://llm.kis.gov.lv/.well-known/jwks.json" }
+    },
+    "mcpf": {
+      "version": "0.1",
+      "entrypoint": {
+        "type": "manifest",
+        "url": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json"
+      }
+    },
+    "trust": {
+      "verifications": [{
+        "verifier": "did:web:veritrust.vc",
+        "type": ["VerifiableCredential", "MCPServerVerification"],
+        "covers": "did:web:llm.kis.gov.lv"
+      }]
+    }
+  }
+}
+```
+
+### 6.2 Verifikācijas galapunkti
+
+| URL | Saturs |
+|---|---|
+| `https://llm.kis.gov.lv/.well-known/jwks.json` | Publiskā atslēga JWT verifikācijai |
+| `https://llm.kis.gov.lv/.well-known/did.json` | DID dokuments |
+| `https://llm.kis.gov.lv/.well-known/mcp/manifest.json` | MCP manifests |
+| `https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json` | Uzticamības reģistrs |
+| `https://veritrust.vc/portal/mcp/credentials/...` | VeriTrust akreditācija |
+
+---
+
+## 7) Tehniskā informācija
+
+### 7.1 Servera versija un konfigurācija
+
+| Parametrs | Vērtība |
+|---|---|
+| Versija | 0.3.0 |
+| Protokols | MCP 2024-11-05 |
+| Transports | Streamable HTTP (`/mcp`) |
+| Iespējas (capabilities) | `tools`, `resources` |
+| Rīku skaits | 9 |
+| Vide | Docker (Node.js 20, TypeScript) |
+
+### 7.2 Palaišana lokāli (izstrādei)
+
+```bash
+cd mcp
+npm install
+npm run dev
+```
+
+Serveris būs pieejams: `http://localhost:8787/mcp`
+
+### 7.3 Palaišana ar Docker
+
+```bash
+cd mcp
+docker compose up -d
+```
+
+Vai no POC izvietojuma:
+
+```bash
+cd /opt/kisc-llm/poc/deploy
+docker compose build --no-cache arch-mcp
+./scripts/start.sh
+```
+
+### 7.4 Veselības pārbaude
+
+```bash
+curl https://llm.kis.gov.lv/health
+# → {"status":"ok"}
+```
+
+### 7.5 MCP inicializācijas tests
+
+```bash
+curl -sS https://llm.kis.gov.lv/mcp \
+  -H "content-type: application/json" \
+  -H "accept: application/json, text/event-stream" \
+  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{
+    "protocolVersion":"2024-11-05",
+    "capabilities":{},
+    "clientInfo":{"name":"test","version":"1.0"}
+  }}'
+```
+
+Sagaidāmā atbilde: servera informācija ar versiju 0.3.0, 9 rīkiem un MCPF metadatiem.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/README.md b/ikt-arh-kultura-valodu-tehnologijas/README.md
new file mode 100644
index 0000000..3ab56a6
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/README.md
@@ -0,0 +1,409 @@
+# IKT arhitektūra — Kultūras un valodu tehnoloģiju joma (SSOT)
+
+Šis repozitorijs uztur jomas mērķarhitektūru kā kodu (**"Architecture as Code"**), kur visa informācija tiek glabāta strukturēti, versēti un atkārtojami ģenerējama.
+
+Repozitorijs ir veidots kā **SSOT (Single Source of Truth)** — autoritatīvais saturs ir mašīnlasāmos YAML reģistros, bet cilvēklasāmais dokuments tiek ģenerēts no tiem. AI aģenti un automatizācijas rīki piekļūst šiem datiem caur MCP serveri.
+
+---
+
+## 1) Pamatideja (Architecture as Code)
+
+Šajā repozitorijā arhitektūra tiek uzturēta šādi:
+
+- **Skati (`views/`)** — cilvēklasāms dokuments (Markdown), kas nosaka dokumenta struktūru un stāstījumu
+- **Reģistri (`registers/`)** — mašīnlasāmi dati (YAML), kas ir autoritatīvais avots visām entītijām
+- **Diagrammas (`diagrams/`)** — Mermaid (šobrīd TODO vietturi)
+- **Attiecības (`registers/99-relations/edges.yaml`)** — grafiks starp entītijām (95 šķautnes)
+
+Repozitorijā visas entītijas tiek uzturētas kā **vienumi** (*items*), kuriem ir stabili identifikatori (ID) un atribūti. Piemēram, `sys.valoda.02` ir "Lielais latviešu valodas modelis (LVM-LV)", `goal.m4` ir "Latviešu valoda digitālajā laikmetā".
+
+---
+
+## 2) Repozitorija struktūra
+
+```
+.
+├── domains/
+│   └── kultura-valoda/
+│       ├── manifest.yaml            # Domēna manifests
+│       ├── views/                   # Dokumenta skati (Markdown)
+│       │   ├── 01-ievads.md
+│       │   ├── 02-esosas-arhitekturas-novertejums.md
+│       │   ├── 03-merki-un-principi.md
+│       │   ├── 04-merk-arhitektura.md
+│       │   ├── 05-cela-karte.md
+│       │   └── 06-pielikums-komponentu-katalogs.md
+│       ├── registers/               # SSOT reģistri (YAML)
+│       │   ├── 00-meta/             # Termini, saīsinājumi, saistītie dokumenti
+│       │   ├── 02-goals/            # Stratēģiskie mērķi (M1–M6)
+│       │   ├── 03-organizations/    # Institūcijas, lomas, atbildības
+│       │   ├── 04-functions/        # Jomas funkcijas
+│       │   ├── 05-services/         # Pakalpojumi (kultūra + valoda)
+│       │   ├── 06-information-resources/  # Informācijas resursi
+│       │   ├── 07-systems/          # Informācijas sistēmas
+│       │   ├── 08-roadmap/          # Ceļa karte un mijiedarbības
+│       │   ├── 09-risks/            # Riski un mazināšanas pasākumi
+│       │   └── 99-relations/        # Attiecību grafiks (edges.yaml)
+│       └── diagrams/                # Mermaid diagrammas (TODO)
+├── mcp/                             # MCP serveris (AI aģentu interfeiss)
+├── tools/
+│   └── qa/                          # Kvalitātes pārbaudes skripti
+└── docs/
+    ├── MCP.md                       # MCP servera dokumentācija
+    ├── TRACEABILITY.md
+    └── REGENERATION.md
+```
+
+---
+
+## 3) Skati (views/) — cilvēklasāms dokuments
+
+**Atrašanās vieta:** `domains/kultura-valoda/views/`
+
+Skati satur dokumenta nodaļu struktūru, virsrakstus un paskaidrojošu tekstu. Skatos ir atsauces uz reģistriem (backtick formātā), piemēram:
+
+```md
+`registers/03-organizations/organizations.yaml`
+```
+
+Svarīgi: skatos nav jāuztur manuālas tabulas ar daudz vienumiem. Skati norāda "ko rādīt", bet saturs tiek ņemts no reģistriem. Dokumenta ģenerēšanas laikā atsauces tiek aizstātas ar reģistru saturu.
+
+Pieejamie skati:
+
+| Skats | Apraksts |
+|---|---|
+| `01-ievads.md` | Ievads, tvērums, termini |
+| `02-esosas-arhitekturas-novertejums.md` | Esošās arhitektūras novērtējums |
+| `03-merki-un-principi.md` | Mērķi (M1–M6) un arhitektūras principi |
+| `04-merk-arhitektura.md` | Mērķarhitektūra (funkcijas, pakalpojumi, sistēmas, IR) |
+| `05-cela-karte.md` | Ceļa karte, riski, mijiedarbības |
+| `06-pielikums-komponentu-katalogs.md` | Komponentu katalogs (pilns saraksts) |
+
+## 4) Reģistri (registers/) — mašīnlasāmi dati
+
+**Atrašanās vieta:** `domains/kultura-valoda/registers/`
+
+Reģistri ir YAML faili, kas satur vienumus. Šie reģistri ir SSOT un ir autoritatīvais avots.
+
+| Reģistrs | Saturs |
+|---|---|
+| `00-meta/abbreviations.yaml` | Saīsinājumi |
+| `00-meta/terms.yaml` | Termini un definīcijas |
+| `00-meta/related-documents.yaml` | Saistītie dokumenti |
+| `00-meta/legal-acts.yaml` | Juridiskais regulējums (grupēts pa tēmām) |
+| `02-goals/goal-m1.yaml` … `goal-m6.yaml` | Stratēģiskie mērķi |
+| `03-organizations/organizations.yaml` | Institūcijas, lomas, atbildības |
+| `04-functions/functions.yaml` | Jomas funkcijas (6 gab.) |
+| `05-services/kultura-services.yaml` | Kultūras apakšjomas pakalpojumi (16 gab.) |
+| `05-services/valoda-services.yaml` | Valodu tehnoloģiju pakalpojumi (14 gab.) |
+| `06-information-resources/kultura-info-resources.yaml` | Kultūras informācijas resursi (15 gab.) |
+| `06-information-resources/valoda-info-resources.yaml` | Valodu tehnoloģiju IR (8 gab.) |
+| `07-systems/kultura-systems.yaml` | Kultūras IS (21 gab.) |
+| `07-systems/valoda-systems.yaml` | Valodu tehnoloģiju IS (11 gab.) |
+| `08-roadmap/roadmap.yaml` | Ceļa kartes pasākumi |
+| `08-roadmap/interactions.yaml` | Mijiedarbība ar citām jomām |
+| `09-risks/risks.yaml` | Riski un mazināšanas pasākumi |
+| `99-relations/edges.yaml` | Attiecību grafiks (95 šķautnes) |
+
+## 5) Attiecības (edges.yaml) — grafiks starp vienumiem
+
+**Atrašanās vieta:** `domains/kultura-valoda/registers/99-relations/edges.yaml`
+
+Šis fails satur attiecības starp vienumiem. Katrai attiecībai ir `from`, `type` un `to` lauki.
+
+Pieejamie attiecību tipi:
+
+| Tips | Nozīme |
+|---|---|
+| `has_goal` | Domēnam ir mērķis |
+| `has_function` | Domēnam ir funkcija |
+| `has_service` | Domēnam ir pakalpojums |
+| `has_system` | Domēnam ir sistēma |
+| `has_information_resource` | Domēnam ir informācijas resurss |
+| `owns` / `manages` / `operates` | Organizācija ir īpašnieks / pārvaldītājs / operators |
+| `depends_on` | Atkarība starp komponentēm |
+| `implements` / `supports` / `enables` | Realizācijas un atbalsta saites |
+| `regulates` / `complies_with` | Regulējuma saites |
+
+Pašlaik visas 95 šķautnes ir tipa `domain.kultura-valoda → {entītija}`, veidojot zvaigznes topoloģiju. Nākotnē grafiks tiks papildināts ar organizāciju, sistēmu un pakalpojumu savstarpējām saitēm.
+
+## 6) Diagrammas (diagrams/) — Mermaid TODO vietturi
+
+**Atrašanās vieta:** `domains/kultura-valoda/diagrams/`
+
+Diagrammas tiek uzturētas Mermaid formātā. Šobrīd tās ir vietturi (TODO), kas nākotnē tiks aizstātas ar ģenerētām vai manuāli veidotām vizualizācijām.
+
+---
+
+## 7) Kā ģenerēt cilvēklasāmo dokumentu no SSOT
+
+Repozitorijs nodrošina pilna mērķarhitektūras dokumenta automātisku ģenerēšanu no reģistriem un skatiem.
+
+### 7.1 Priekšnosacījumi
+
+- Node.js 18+ (ieteicams Node 20)
+- npm
+
+### 7.2 Uzstādīšana
+
+No repozitorija saknes:
+
+```bash
+cd mcp
+npm install
+```
+
+### 7.3 Dokumenta ģenerēšana (komandrinda)
+
+No repozitorija saknes:
+
+```bash
+cd mcp
+REPO_ROOT="$(pwd)/.." DOMAIN_DIR="domains/kultura-valoda" OUT_FILE="KISC-merkarhitektura-apraksts.md" npm run gen:doc
+```
+
+Rezultāts: `KISC-merkarhitektura-apraksts.md` (repo saknē).
+
+### 7.4 Dokumenta ģenerēšana caur MCP serveri (AI aģents)
+
+Ja MCP serveris darbojas, jebkurš AI aģents var ģenerēt dokumentu, izsaucot rīku `generate_document`:
+
+```
+Rīks: generate_document
+Parametri:
+  format: "markdown"        — Markdown formāts cilvēklasāmam dokumentam
+  format: "json"            — JSON formāts mašīnapstrādei
+  sections: ["ievads", "arhitektura", "celakarte"]  — konkrētas sadaļas (neobligāts)
+```
+
+Pilna dokumenta ģenerēšana (visas sadaļas):
+```
+generate_document(format="markdown")
+```
+
+Atsevišķu sadaļu ģenerēšana:
+```
+generate_document(format="markdown", sections=["ievads", "merki"])
+```
+
+Pieejamās sadaļas: `ievads`, `esosa`, `merki`, `arhitektura`, `celakarte`, `katalogs`.
+
+Ģenerēšanas laikā tiek apvienoti visi skati (`views/`) ar tajā atsaucēto reģistru (`registers/`) saturu, veidojot vienotu, pilnu dokumentu.
+
+### 7.5 Svarīgi par ģenerēto dokumentu
+
+- Ģenerētais dokuments ir **build artifact** — tas netiek rediģēts manuāli.
+- Izmaiņas vienmēr veic **reģistros** vai **skatos**, pēc tam atkārtoti ģenerē.
+- Katru reizi ģenerējot, dokuments atspoguļo aktuālo SSOT stāvokli.
+
+---
+
+## 8) Kvalitātes kontrole (QA)
+
+Repo ietver QA pārbaudes, lai nepieļautu satura zudumu.
+
+No repozitorija saknes:
+
+```bash
+tools/qa/check_nonempty_registers.sh
+tools/qa/check_generated_doc_headings.sh KISC-merkarhitektura-apraksts.md
+tools/qa/check_stakeholder_count.sh KISC-merkarhitektura-apraksts.md
+```
+
+Ja QA neiziet — jālabo reģistri vai skati. Nedrīkst "saīsināt" saturu, lai tikai testi izietu.
+
+---
+
+## 9) MCP serveris — AI aģentu interfeiss
+
+MCP (Model Context Protocol) serveris nodrošina AI aģentiem strukturētu piekļuvi arhitektūras SSOT datiem. Serveris darbojas kā tikai-lasīšanas slānis — tas nemaina SSOT saturu.
+
+Detalizēta MCP servera dokumentācija, rīku apraksti, lietošanas scenāriji un piemēri ir pieejami atsevišķā dokumentā:
+
+📖 **[docs/MCP.md](docs/MCP.md)** — pilna MCP servera dokumentācija
+
+### 9.1 Īsumā par iespējām
+
+MCP serveris piedāvā **9 rīkus**, kas ļauj AI aģentiem:
+
+- Meklēt un izgūt jebkuru arhitektūras entītiju (mērķi, sistēmas, pakalpojumus, IR, riskus u.c.)
+- Analizēt attiecības starp entītijām (grafu vaicājumi)
+- Ģenerēt pilnu mērķarhitektūras dokumentu tieši no SSOT
+- Pārlūkot dokumenta skatus un metamodeli
+- Verificēt servera identitāti un uzticamību (MCPF trust framework)
+
+### 9.2 Kā pieslēgties
+
+MCP serveris ir pieejams adresē:
+
+```
+https://llm.kis.gov.lv/mcp
+```
+
+Pieslēgšanās no Claude.ai: **Settings** → **Connectors** → **Add** → ievadiet URL.
+
+---
+
+## 10) MCP autentifikācija
+
+MCP serveris atbalsta **trīs autentifikācijas metodes**, kas var darboties vienlaicīgi (`AUTH_MODE=both`):
+
+1. **Statiskais Bearer tokens** — vienkārša fiksēta atslēga
+2. **OAuth 2.1 Authorization Code + PKCE** — interaktīva pieeja (Claude Desktop, pārlūkprogramma)
+3. **OAuth 2.0 client_credentials** — mašīna-pret-mašīnu (API, skripti)
+
+### 10.1 Statiskais Bearer tokens (vienkāršā pieeja)
+
+Iestatiet `.env`:
+
+```env
+AUTH_REQUIRED=true
+AUTH_MODE=static          # vai "both", lai darbotos visi veidi
+STATIC_BEARER_TOKEN=my-secret-token-here
+```
+
+Pieprasījuma piemērs:
+
+```bash
+curl -H "Authorization: Bearer my-secret-token-here" \
+     http://localhost:8787/mcp
+```
+
+Šī metode ir piemērota iekšējai testēšanai un vienkāršiem integrācijas gadījumiem.
+
+### 10.2 OAuth 2.1 — Authorization Code + PKCE (Claude Desktop)
+
+Šo plūsmu automātiski izmanto **Claude Desktop** un citi MCP klienti, kas atbalsta OAuth 2.1.
+Serveris implementē pilnu MCP autorizācijas specifikāciju:
+
+- **RFC 9728** — Protected Resource Metadata (`/.well-known/oauth-protected-resource`)
+- **RFC 8414** — Authorization Server Metadata (`/.well-known/oauth-authorization-server`)
+- **RFC 7591** — Dynamic Client Registration (`/register`)
+- **PKCE S256** — obligāts drošības mehānisms
+
+#### Konfigurācija (.env)
+
+```env
+AUTH_REQUIRED=true
+AUTH_MODE=both
+SERVER_PUBLIC_URL=https://llm.kis.gov.lv:8787
+
+# Pieteikšanās dati autorizācijas lapā
+OAUTH_LOGIN_USERNAME=admin
+OAUTH_LOGIN_PASSWORD=change-me
+```
+
+#### Pieslēgšanās no Claude Desktop
+
+1. Claude Desktop → **Settings** → **Connectors** → **Add**
+2. Ievadiet MCP servera URL: `https://llm.kis.gov.lv:8787/mcp`
+3. Claude automātiski atklās OAuth galapunktus un atvērs pieteikšanās lapu pārlūkprogrammā
+4. Ievadiet `OAUTH_LOGIN_USERNAME` / `OAUTH_LOGIN_PASSWORD`
+5. Pēc autorizācijas Claude saņem JWT tokenu un izmanto to turpmākajos pieprasījumos
+
+#### Plūsmas secība (tehniski)
+
+```
+Claude Desktop                        MCP Server
+     │                                     │
+     ├── POST /mcp (bez tokena) ──────────►│
+     │◄── 401 + WWW-Authenticate ─────────┤
+     │                                     │
+     ├── GET /.well-known/                 │
+     │    oauth-protected-resource ───────►│
+     │◄── { authorization_servers: [...] } │
+     │                                     │
+     ├── GET /.well-known/                 │
+     │    oauth-authorization-server ─────►│
+     │◄── { endpoints, PKCE, ... }         │
+     │                                     │
+     ├── POST /register ─────────────────►│
+     │◄── { client_id, client_secret }     │
+     │                                     │
+     ├── 🌐 Opens browser → /authorize ──►│
+     │    (user logs in with credentials)  │
+     │◄── 302 redirect with ?code=... ────┤
+     │                                     │
+     ├── POST /token (code + PKCE) ──────►│
+     │◄── { access_token, refresh_token }  │
+     │                                     │
+     ├── POST /mcp + Bearer token ────────►│
+     │◄── MCP response ──────────────────┤
+```
+
+### 10.3 OAuth 2.0 — client_credentials (mašīna-pret-mašīnu)
+
+Skriptiem un API integrācijām, kas neizmanto pārlūkprogrammu.
+
+#### Konfigurācija (.env)
+
+```env
+OAUTH_CLIENT_ID=mcp-service-account
+OAUTH_CLIENT_SECRET=change-me-to-a-strong-secret
+```
+
+#### Tokena iegūšana
+
+```bash
+# 1. Iegūt JWT tokenu
+TOKEN=$(curl -s -X POST https://llm.kis.gov.lv:8787/token \
+  -d grant_type=client_credentials \
+  -d client_id=mcp-service-account \
+  -d client_secret=change-me-to-a-strong-secret \
+  | jq -r .access_token)
+
+# 2. Lietot tokenu MCP pieprasījumos
+curl -H "Authorization: Bearer $TOKEN" \
+     https://llm.kis.gov.lv:8787/mcp
+```
+
+Tokens ir derīgs 1 stundu (3600 s). Pēc termiņa beigām iegūstiet jaunu.
+
+### 10.4 Galapunkti
+
+| Galapunkts | Metode | Auth | Apraksts |
+|---|---|---|---|
+| `/health` | GET | Nē | Veselības pārbaude |
+| `/.well-known/oauth-protected-resource` | GET | Nē | RFC 9728 — resursa metadati |
+| `/.well-known/oauth-authorization-server` | GET | Nē | RFC 8414 — autorizācijas servera metadati |
+| `/.well-known/jwks.json` | GET | Nē | Publiskā atslēga JWT verifikācijai |
+| `/register` | POST | Nē | RFC 7591 — klienta dinamiskā reģistrācija |
+| `/authorize` | GET/POST | Nē | Autorizācijas lapa (login + consent) |
+| `/token` | POST | Nē | Tokenu izsniegšana (auth code, client_credentials, refresh) |
+| `/mcp` | POST/GET/DELETE | **Jā** | MCP servera galapunkts |
+
+### 10.5 AUTH_MODE vērtības
+
+| Vērtība | Apraksts |
+|---|---|
+| `both` (noklusējums) | Pieņem statisko tokenu, OAuth JWT un auth code tokenu |
+| `static` | Tikai statiskais Bearer tokens |
+| `jwks` | Tikai OAuth/OIDC JWT (validēts ar JWKS) |
+
+### 10.6 Ārējais identitātes nodrošinātājs (neobligāts)
+
+Ja izmantojat ārēju IDP (Auth0, Keycloak, Azure AD) papildus iebūvētajam OAuth:
+
+```env
+OAUTH_JWKS_URL=https://your-idp/.well-known/jwks.json
+OAUTH_ISSUER=https://your-idp/
+OAUTH_AUDIENCE=your-api-audience
+```
+
+---
+
+## 11) Darba kārtība (ieteicamais process)
+
+1. Veic izmaiņas reģistros (`registers/`)
+2. Ja vajag — koriģē struktūru skatos (`views/`)
+3. Ģenerē dokumentu (`npm run gen:doc` vai `generate_document` caur MCP)
+4. Palaid QA (`tools/qa/`)
+5. Commit
+
+---
+
+## 12) Papildu materiāli
+
+- **[docs/MCP.md](docs/MCP.md)** — MCP servera dokumentācija (rīku apraksti, lietošanas scenāriji, piemēri)
+- `docs/TRACEABILITY.md` — izsekojamība starp sākotnējo dokumentu, reģistriem un ģenerēto rezultātu
+- `docs/REGENERATION.md` — regenerācijas procedūra un noteikumi
diff --git a/ikt-arh-kultura-valodu-tehnologijas/docker-compose.yml b/ikt-arh-kultura-valodu-tehnologijas/docker-compose.yml
new file mode 100644
index 0000000..5cbdfb0
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/docker-compose.yml
@@ -0,0 +1,13 @@
+version: "3.9"
+services:
+  arch-mcp:
+    build:
+      context: .
+      dockerfile: mcp/Dockerfile
+    ports:
+      - "${MCP_PORT:-8787}:8787"
+    env_file:
+      - .env
+    environment:
+      - ARCH_ROOT=/app/domains
+      - REPO_ROOT=${REPO_ROOT:-/app}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/docs/ARH_kulturas_valodu_jomu_PREZENT_V0.4_4.06 (1).pdf b/ikt-arh-kultura-valodu-tehnologijas/docs/ARH_kulturas_valodu_jomu_PREZENT_V0.4_4.06 (1).pdf
new file mode 100644
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diff --git a/ikt-arh-kultura-valodu-tehnologijas/docs/MērķARH_Kultura_Valoda_V02_18.06.2025 (1).pdf b/ikt-arh-kultura-valodu-tehnologijas/docs/MērķARH_Kultura_Valoda_V02_18.06.2025 (1).pdf
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diff --git a/ikt-arh-kultura-valodu-tehnologijas/docs/REGENERATION.md b/ikt-arh-kultura-valodu-tehnologijas/docs/REGENERATION.md
new file mode 100644
index 0000000..3cd01c8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/docs/REGENERATION.md
@@ -0,0 +1,20 @@
+# Regeneration (kultura-valoda)
+
+This repo is SSOT. The human-readable architecture document is regenerated from registers.
+
+## Steps
+
+1) Ensure registers are complete (non-empty):
+- tools/qa/check_nonempty_registers.sh
+
+2) Regenerate the document using the repo generator (see package scripts / build tooling).
+- Output must be: KISC-merkarhitektura-apraksts.md
+
+3) Run doc completeness checks:
+- tools/qa/check_generated_doc_headings.sh KISC-merkarhitektura-apraksts.md
+- tools/qa/check_stakeholder_count.sh KISC-merkarhitektura-apraksts.md
+
+## Rule
+
+If regeneration fails QA, fix the registers or generator template.
+Do not delete or “simplify” registers to make QA pass.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/docs/TRACEABILITY.md b/ikt-arh-kultura-valodu-tehnologijas/docs/TRACEABILITY.md
new file mode 100644
index 0000000..502a2d1
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/docs/TRACEABILITY.md
@@ -0,0 +1,53 @@
+# TRACEABILITY — KISC Kultūras un valodu tehnoloģiju jomas mērķarhitektūra
+
+This file maps the original human-readable source (PDF/presentation) sections to:
+1) the SSOT registers in this repository, and
+2) the regenerated machine-readable output (Markdown/PDF).
+
+If any repo path in this table is missing or empty, the regenerated document is NOT considered equivalent.
+
+---
+
+## Sources
+
+- Source A: "MērķARH_Kultura_Valoda_V02_18.06.2025.pdf"
+- Source B: "ARH_kulturas_valodu_jomu_PREZENT_V0.4_4.06.pdf"
+
+---
+
+## Section mapping
+
+| Source section | Meaning (what must be preserved) | SSOT repo path(s) | Regenerated doc heading |
+|---|---|---|---|
+| 1.1 Ievads | Purpose, context, why the document exists | `domains/kultura-valoda/registers/00-meta/intro.md` (or generator inline section) | `1.1 Ievads` |
+| 1.2 Iesaistītās puses | Full list of institutions + roles | `domains/kultura-valoda/registers/03-organizations/organizations.yaml` + `domains/kultura-valoda/registers/00-meta/domain.yaml` | `1.2 Iesaistītās puses` |
+| 1.3 Saīsinājumi | Abbreviation list | `domains/kultura-valoda/registers/00-meta/abbreviations.yaml` | `1.3 Saīsinājumi` |
+| 1.4 Saistītie dokumenti | List of strategies/laws/platforms and relevance | `domains/kultura-valoda/registers/00-meta/related-documents.yaml` | `1.4 Saistītie dokumenti` |
+| 2. Esošās situācijas raksturojums | Current state summary | `domains/kultura-valoda/registers/01-current-state/current-state.md` (or equivalent) | `2. Esošā situācija` |
+| 3. Nākotnes redzējums | Target vision, objectives M1–M6 | `domains/kultura-valoda/registers/02-goals/goals.yaml` | `3. Nākotnes redzējums` |
+| 4.1 Juridiskais skats | Legal/regulatory constraints grouped | `domains/kultura-valoda/registers/00-meta/legal-acts.yaml` | `4.1 Juridiskais skats` |
+| 4.2 Biznesa skats | Functions, services | `domains/kultura-valoda/registers/04-functions/` + `domains/kultura-valoda/registers/05-services/` | `4.2 Biznesa skats` |
+| 4.3 Semantiskais skats | Data/semantics principles, vocabularies | `domains/kultura-valoda/registers/06-information-resources/` + `domains/kultura-valoda/registers/00-meta/terms.yaml` | `4.3 Semantiskais skats` |
+| 4.4.1 Lietojumprogrammu skats | Systems/applications | `domains/kultura-valoda/registers/07-systems/` | `4.4.1 Lietojumprogrammu skats` |
+| 4.4.2 Integrācija | Integration approach + dependencies | `domains/kultura-valoda/registers/07-integrations/` (if exists) + `domains/kultura-valoda/registers/08-roadmap/interactions.yaml` | `4.4.2 Integrācija` |
+| 4.4.3 IKT infrastruktūra | Infrastructure approach | `domains/kultura-valoda/registers/10-infrastructure/` (or equivalent) | `4.4.3 IKT infrastruktūra` |
+| 5.1 Pasākumu plāns | Roadmap actions with owners/deps/outputs | `domains/kultura-valoda/registers/08-roadmap/roadmap.yaml` | `5.1 Pasākumu plāns` |
+| 5.2 Mijiedarbība ar citām jomām | Cross-domain interactions | `domains/kultura-valoda/registers/08-roadmap/interactions.yaml` | `5.2 Mijiedarbība ar citām jomām` |
+| 5.3 Riski | Risk register with mitigation | `domains/kultura-valoda/registers/09-risks/risks.yaml` | `5.3 Riski` |
+
+---
+
+## Acceptance criteria (no-loss)
+
+A regeneration is considered equivalent if ALL conditions hold:
+
+1. All SSOT files listed above exist.
+2. Registers that are YAML contain non-empty `items:` lists.
+3. The regenerated document includes all headings listed in the table.
+4. The regenerated document includes stakeholder organizations beyond only KM/KISC/LNB.
+5. The regenerated document includes roadmap + risks (non-empty).
+
+If any condition fails, treat regeneration as NOT equivalent and fix the registers or generator template.
+
+
+✅ This file is deliberately strict and “traditional”: it behaves like a proper controlled-document trace matrix.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/docs/mcp_best_practices_and_rationale.md b/ikt-arh-kultura-valodu-tehnologijas/docs/mcp_best_practices_and_rationale.md
new file mode 100644
index 0000000..a5f07f1
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/docs/mcp_best_practices_and_rationale.md
@@ -0,0 +1,266 @@
+# MCP Best Practices, Market Reality, and Cached Knowledge Rationale
+
+## Executive Summary
+
+MCP (Model Context Protocol) has rapidly evolved from Anthropic's November 2024 release to become the de-facto standard for AI-to-tool integration, with adoption by OpenAI in March 2025 and donation to the Linux Foundation's Agentic AI Foundation in December 2025. However, its effectiveness for document-centric use cases depends heavily on implementation patterns. This analysis addresses whether MCP with cached/pre-computed knowledge layers makes sense versus alternatives.
+
+---
+
+## 1. Market Best Practices and Real Examples
+
+### 1.1 Production MCP Document Implementations
+
+| Implementation | Approach | Key Features |
+|----------------|----------|--------------|
+| **Chroma MCP Server** | Vector-native semantic search | Sets the standard for semantic document management using vector search, supporting both ephemeral and persistent storage |
+| **Knowledge-Base-MCP (Puran)** | Production-grade RAG | Agent-directed hybrid retrieval with auto mode choosing among dense, hybrid, sparse, and rerank routes; when scores are low, returns abstain so client can decide whether to retry |
+| **AWS Bedrock KB + MCP** | Enterprise knowledge bases | Connects to Amazon Bedrock Knowledge Bases for semantic search capabilities, providing unified access pattern regardless of underlying AWS service |
+| **Basic Memory** | Local-first knowledge graphs | Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations |
+| **AtScale MCP** | Semantic layer for BI | Exposes semantic models to any MCP-compatible AI agent with real-time model discovery where new models become queryable instantly after deployment |
+
+### 1.2 Dominant Architecture Patterns
+
+**Pattern A: MCP + Vector Store (Most Common)**
+```
+Documents → Chunking → Embeddings → Vector DB → MCP Server → LLM Client
+```
+
+Prepare the knowledge base by collecting and preprocessing data, chunk into reasonably sized pieces, embed using an embedding model, and load into a vector database like FAISS, Weaviate, or Pinecone
+
+**Pattern B: MCP + Knowledge Graph**
+```
+Documents → Entity Extraction → Graph DB → MCP Server → LLM Client
+```
+
+The MCP server exposes Graphiti's core capabilities including episode management, entity management, search capabilities with semantic and hybrid search for facts and node summaries
+
+**Pattern C: MCP + Hybrid (Best Practice)**
+```
+Documents → [Vectors + Graph + BM25] → Unified MCP Interface → LLM Client
+```
+
+Combines vector search plus BM25 lexical search using RRF, then reranks. Best for complex queries with both conceptual and specific keyword requirements
+
+---
+
+## 2. When MCP Beats Alternatives
+
+### 2.1 MCP vs. Direct Document Attachment
+
+| Scenario | Winner | Rationale |
+|----------|--------|-----------|
+| **One-off Q&A on small docs** | Direct Attachment | Zero setup, full context visible |
+| **Repeated queries on same corpus** | MCP | Avoid re-processing, selective retrieval |
+| **Multi-user access** | MCP | AI applications can seamlessly access up-to-date information and context as needed through unified protocol |
+| **Agentic workflows** | MCP | Enables "agentic" AI systems that can autonomously interact with multiple systems, retrieve the latest information, and even take actions |
+| **Version-controlled knowledge** | MCP | Git-based updates, deterministic ingestion |
+
+### 2.2 MCP vs. Traditional RAG API
+
+| Aspect | Traditional RAG | MCP-wrapped RAG | Advantage |
+|--------|-----------------|-----------------|-----------|
+| **Standardization** | Custom per-service | Universal protocol | MCP |
+| **Tool Discovery** | Manual documentation | Auto-discovery | MCP |
+| **Multi-source** | N×M integrations | M+N integrations | MCP flips the N×M problem to an M+N model: tool providers implement one standard MCP server, and AI app developers implement MCP client support once |
+| **Agent autonomy** | Fixed pipeline | LLM itself makes contextual decisions about how to interact with the data, determining query strategy and prompt formulation | MCP |
+
+### 2.3 When NOT to Use MCP
+
+1. **Simple, one-time document analysis** - Direct attachment wins
+2. **Highly dynamic real-time data** - Direct API calls may be simpler
+3. **No multi-client requirement** - Overhead not justified
+4. **Prototype/exploratory phase** - Start simple, add MCP later
+
+---
+
+## 3. Cached/Pre-computed Knowledge: The Rationale
+
+### 3.1 What is "Cached Knowledge" in MCP Context?
+
+Three tiers of pre-computation that MCP servers can provide:
+
+| Tier | What's Cached | When Generated | Example |
+|------|---------------|----------------|---------|
+| **1. Embeddings** | Vector representations | At ingestion | Semantic search index |
+| **2. Summaries** | Condensed content | At ingestion or scheduled | "This document describes X" |
+| **3. Knowledge Graph** | Entity-relationship extractions | At ingestion | "Goal M1 → implemented by → System X" |
+
+### 3.2 Rationale FOR Cached Knowledge Layers
+
+**A. Token Economics**
+
+Simply stuffing all potentially relevant data into the prompt is inefficient and sometimes impossible. MCP enables dynamically retrieving just-in-time context from external sources as needed instead of front-loading everything
+
+Cost comparison (200-page document):
+- Direct attachment: ~100K tokens every query = $0.30-3.00/query
+- MCP with embeddings: ~2K tokens retrieved = $0.006-0.06/query
+- MCP with summaries: ~500 tokens = $0.0015-0.015/query
+
+**B. Response Quality**
+
+Tune the number of retrieved documents included in the prompt - often 3-5 good snippets are better than 10 - sometimes using too many can overwhelm the model
+
+Pre-computed summaries ensure the LLM gets:
+- Condensed, relevant context
+- Pre-extracted key facts
+- Relationship context from knowledge graphs
+
+**C. Caching Benefits**
+
+Implement caching at multiple levels. Cache the results of common retrieval queries — for example, if many users ask "What is the refund policy?", you can cache the answer or at least the retrieved document so the agent doesn't vector-search the same question repeatedly
+
+Implementing advanced caching (exact, semantic, task-aware) to avoid redundant API calls, tracking and optimizing costs across providers
+
+**D. Offline/Latency Benefits**
+
+Pre-computed knowledge enables:
+- Faster response times (no embedding at query time)
+- Offline capability (no API calls for embeddings)
+- Deterministic behavior (same query = same retrieval)
+
+### 3.3 Implementation: Hierarchical Memory
+
+Provides hierarchical memory storage with three-tier compression (chunks, micro-summaries, meta-summaries)
+
+Example architecture:
+```yaml
+# Pre-computed knowledge layers
+raw_chunks:
+  - content: "Full text chunk"
+  - embedding: [0.1, 0.2, ...]
+  
+micro_summaries:
+  - chunk_ids: [1, 2, 3]
+  - summary: "These chunks describe the cultural heritage preservation goals"
+  - keywords: ["heritage", "preservation", "M1"]
+
+meta_summaries:
+  - scope: "02-goals subdomain"
+  - summary: "Six strategic goals (M1-M6) covering preservation through cybersecurity"
+  - entity_count: 6
+```
+
+### 3.4 Rationale AGAINST Over-caching
+
+| Risk | Description | Mitigation |
+|------|-------------|------------|
+| **Staleness** | Summaries out of sync with source | Git-triggered regeneration |
+| **Loss of nuance** | Summarization loses detail | Keep raw chunks accessible |
+| **Hallucination risk** | LLM-generated summaries may be wrong | Human review for critical content |
+| **Storage cost** | Multiple representations | Tiered storage, compress cold data |
+
+---
+
+## 4. Recommended Architecture for KISC Use Case
+
+### 4.1 Current State Analysis
+
+Your Architecture-as-Code repo has:
+- ✅ Structured YAML entities (good for knowledge graph)
+- ✅ Explicit relationships in `edges.yaml`
+- ❌ No vector embeddings
+- ❌ No pre-computed summaries
+- ❌ Primitive substring search (not semantic)
+
+### 4.2 Proposed Enhanced Architecture
+
+```
+┌─────────────────────────────────────────────────────────────────┐
+│                    KISC Architecture MCP Server                  │
+├─────────────────────────────────────────────────────────────────┤
+│  Layer 1: Raw Data                                              │
+│  ├── YAML entities (goals, systems, services, etc.)             │
+│  └── Markdown documentation                                      │
+├─────────────────────────────────────────────────────────────────┤
+│  Layer 2: Pre-computed Knowledge (NEW)                          │
+│  ├── embeddings.index (vector search via FAISS/Qdrant)          │
+│  ├── summaries.yaml (entity-level summaries in Latvian)         │
+│  ├── knowledge_graph.json (Neo4j-style graph export)            │
+│  └── glossary.yaml (term definitions for natural language)      │
+├─────────────────────────────────────────────────────────────────┤
+│  Layer 3: MCP Tools (ENHANCED)                                  │
+│  ├── semantic_search(query) → vector similarity                 │
+│  ├── get_entity(id) → full entity + related context             │
+│  ├── explain_concept(term) → natural language explanation       │
+│  ├── find_relationships(entity) → graph traversal               │
+│  ├── summarize_domain(domain) → pre-computed summary            │
+│  └── natural_query(latvian_question) → LLM-friendly response    │
+└─────────────────────────────────────────────────────────────────┘
+```
+
+### 4.3 Pre-computation Pipeline
+
+```bash
+# On every git commit to Architecture-as-Code:
+1. Load all YAML entities
+2. Generate embeddings for each entity (title + description)
+3. Generate micro-summaries for each subdomain
+4. Build/update knowledge graph from edges.yaml
+5. Create glossary from all entity titles/codes
+6. Store in /mcp/cache/ directory
+```
+
+### 4.4 Query Flow (Enhanced)
+
+**User asks:** "Kādas sistēmas realizē valodas tehnoloģiju mērķi?"
+(What systems implement the language technology goal?)
+
+**Current behavior:** Returns `[]` (no match for Latvian natural language)
+
+**Enhanced behavior:**
+1. `natural_query` tool receives Latvian question
+2. Extracts intent: "systems implementing language technology goal"
+3. Maps to goal.m4 (Latviešu valoda digitālajā laikmetā)
+4. Traverses knowledge graph: goal.m4 → implemented_by → [sys.valoda.01, sys.valoda.02, ...]
+5. Returns pre-computed summary + entity list
+
+---
+
+## 5. Decision Framework: When to Add Cached Knowledge
+
+| Question | If YES | If NO |
+|----------|--------|-------|
+| Will multiple users query the same corpus? | Add caching | Skip |
+| Is query latency critical (<1s)? | Add embeddings | Direct retrieval OK |
+| Do users ask in natural language (not IDs)? | Add semantic search | ID-based lookup OK |
+| Is the corpus >100 entities? | Add summaries | Full scan OK |
+| Do queries require cross-entity reasoning? | Add knowledge graph | Flat search OK |
+| Is the corpus updated less than daily? | Pre-compute aggressively | Real-time generation |
+
+---
+
+## 6. Conclusion
+
+### Is MCP with Cached Knowledge Worth It?
+
+**YES, when:**
+- You have a stable, structured knowledge base (like Architecture-as-Code)
+- Multiple consumers need consistent access
+- Natural language queries are required
+- Token cost optimization matters
+- Cross-entity reasoning is needed
+
+**NO, when:**
+- One-time document analysis
+- Rapidly changing data (real-time feeds)
+- Simple keyword lookup suffices
+- No multi-client requirement
+
+### For KISC Specifically:
+
+Your Architecture-as-Code approach is **fundamentally correct** but needs:
+1. **Semantic search layer** (embeddings for Latvian content)
+2. **Pre-computed summaries** (domain/subdomain level)
+3. **Natural language interface** (Latvian query handling)
+4. **Enhanced MCP tools** (beyond primitive substring search)
+
+The investment in these layers will pay off as the architecture grows and more stakeholders (internal teams, external auditors, automated agents) need to query it.
+
+---
+
+## References
+
+- Model Context Protocol Specification: https://modelcontextprotocol.io/specification
+- MCP Server Registry: https://github.com/modelcontextprotocol/servers
+- Agentic RAG + MCP Integration Guide: https://becomingahacker.org/integrating-agentic-rag-with-mcp-servers
+- AWS MCP Implementation: https://aws.amazon.com/blogs/machine-learning/unlocking-the-power-of-model-context-protocol-mcp-on-aws/
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-01-funkcijas.mmd b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-01-funkcijas.mmd
new file mode 100644
index 0000000..ee185c8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-01-funkcijas.mmd
@@ -0,0 +1,3 @@
+flowchart TB
+  %% TODO: Transform official diagram into Mermaid
+  A[TODO: Funkciju karte] --> B[Transform later]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-02-pakalpojumi.mmd b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-02-pakalpojumi.mmd
new file mode 100644
index 0000000..ee185c8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-02-pakalpojumi.mmd
@@ -0,0 +1,3 @@
+flowchart TB
+  %% TODO: Transform official diagram into Mermaid
+  A[TODO: Funkciju karte] --> B[Transform later]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-03-informacijas-resursi.mmd b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-03-informacijas-resursi.mmd
new file mode 100644
index 0000000..ee185c8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-03-informacijas-resursi.mmd
@@ -0,0 +1,3 @@
+flowchart TB
+  %% TODO: Transform official diagram into Mermaid
+  A[TODO: Funkciju karte] --> B[Transform later]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-04-informacijas-sistemas.mmd b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-04-informacijas-sistemas.mmd
new file mode 100644
index 0000000..ee185c8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-04-informacijas-sistemas.mmd
@@ -0,0 +1,3 @@
+flowchart TB
+  %% TODO: Transform official diagram into Mermaid
+  A[TODO: Funkciju karte] --> B[Transform later]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-05-integracijas.mmd b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-05-integracijas.mmd
new file mode 100644
index 0000000..ee185c8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/diagrams/TODO-05-integracijas.mmd
@@ -0,0 +1,3 @@
+flowchart TB
+  %% TODO: Transform official diagram into Mermaid
+  A[TODO: Funkciju karte] --> B[Transform later]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/manifest.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/manifest.yaml
new file mode 100644
index 0000000..04266f5
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/manifest.yaml
@@ -0,0 +1,47 @@
+id: domain.kultura-valoda
+title: "Kultūras un valodu tehnoloģiju jomas mērķarhitektūra"
+version: "0.2.0"
+status: "draft"
+template_compliance: true
+
+views:
+  - id: 1
+    title: "Ievads"
+    file: views/01-ievads.md
+  - id: 2
+    title: "Esošās arhitektūras novērtējums"
+    file: views/02-esosas-arhitekturas-novertejums.md
+  - id: 3
+    title: "Mērķi un principi"
+    file: views/03-merki-un-principi.md
+  - id: 4
+    title: "Mērķarhitektūra"
+    file: views/04-merk-arhitektura.md
+  - id: 5
+    title: "Ceļa karte"
+    file: views/05-cela-karte.md
+  - id: 6
+    title: "Pielikums: esošās arhitektūras komponentu katalogs"
+    file: views/06-pielikums-komponentu-katalogs.md
+
+registers:
+  meta: registers/00-meta
+  as_is: registers/01-as-is
+  goals: registers/02-goals
+  organizations: registers/03-organizations/organizations.yaml
+  functions: registers/04-functions/functions.yaml
+  services: registers/05-services
+  information_resources: registers/06-information-resources
+  systems: registers/07-systems
+  roadmap: registers/08-roadmap/roadmap.yaml
+  interactions: registers/08-roadmap/interactions.yaml
+  risks: registers/09-risks/risks.yaml
+  as_is_catalog: registers/10-catalog/as-is-components.yaml
+  relations: registers/99-relations/edges.yaml
+
+diagrams:
+  - diagrams/TODO-01-funkcijas.mmd
+  - diagrams/TODO-02-pakalpojumi.mmd
+  - diagrams/TODO-03-informacijas-resursi.mmd
+  - diagrams/TODO-04-informacijas-sistemas.mmd
+  - diagrams/TODO-05-integracijas.mmd
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/abbreviations.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/abbreviations.yaml
new file mode 100644
index 0000000..95a16d4
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/abbreviations.yaml
@@ -0,0 +1,55 @@
+items:
+  - abbr: "API"
+    meaning: "Lietojumprogrammas saskarne (angl. – Application programming interface)"
+  - abbr: "DAGR"
+    meaning: "Datu izplatīšanas un pārvaldības platforma"
+  - abbr: "DO"
+    meaning: "Digitālais objekts"
+  - abbr: "EK"
+    meaning: "Eiropas Komisija"
+  - abbr: "ERAF"
+    meaning: "Eiropas Reģionālās attīstības fonds"
+  - abbr: "ES"
+    meaning: "Eiropas Savienība"
+  - abbr: "IKT"
+    meaning: "Informācijas un komunikācijas tehnoloģijas"
+  - abbr: "IT"
+    meaning: "Informācijas tehnoloģijas"
+  - abbr: "IS"
+    meaning: "Informācijas sistēma"
+  - abbr: "KISC"
+    meaning: "Kultūras informācijas sistēmu centrs"
+  - abbr: "KM"
+    meaning: "Kultūras ministrija"
+  - abbr: "KMO"
+    meaning: "Kultūras mantojuma objekts"
+  - abbr: "LNA"
+    meaning: "Latvijas Nacionālais arhīvs"
+  - abbr: "LNB"
+    meaning: "Latvijas Nacionālā bibliotēka"
+  - abbr: "LNKC"
+    meaning: "Latvijas Nacionālais kultūras centrs"
+  - abbr: "LVA"
+    meaning: "Latviešu valodas aģentūra"
+  - abbr: "LUMII"
+    meaning: "Latvijas Universitātes Matemātikas un informātikas institūts"
+  - abbr: "MK"
+    meaning: "Ministru kabinets"
+  - abbr: "NKMP"
+    meaning: "Nacionālā kultūras mantojuma pārvalde"
+  - abbr: "NKC"
+    meaning: "Nacionālais kino centrs"
+  - abbr: "TA"
+    meaning: "Tiesu administrācija"
+  - abbr: "TM"
+    meaning: "Tieslietu ministrija"
+  - abbr: "VARAM"
+    meaning: "Viedās administrācijas un reģionālās attīstības ministrija"
+  - abbr: "VDAA"
+    meaning: "Valsts digitālās attīstības aģentūra"
+  - abbr: "VIRSIS"
+    meaning: "Valsts informācijas resursu, sistēmu un sadarbspējas informācijas sistēma"
+  - abbr: "VPM"
+    meaning: "Vienotās pieteikšanās modulis"
+  - abbr: "VVC"
+    meaning: "Valsts valodas centrs"
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/domain.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/domain.yaml
new file mode 100644
index 0000000..de917b4
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/domain.yaml
@@ -0,0 +1,67 @@
+id: domain.kultura-valoda
+title: "Kultūras un valodu tehnoloģiju joma"
+
+subdomains:
+  - id: subdomain.kultura
+    title: "Kultūras apakšjoma"
+  - id: subdomain.valoda
+    title: "Valodu tehnoloģiju apakšjoma"
+
+status: draft
+
+owners:
+  - org.km
+
+implementers:
+  - org.kisc
+
+major_stakeholders:
+  - org.lnb
+
+participants:
+  kultura_apaksjoma:
+    - org.km
+    - org.kisc
+    - org.lnb
+    - org.lna
+    - org.nkmp
+    - org.lnkc
+    - org.nkc
+    - org.vkkf
+    - org.lnb_nerezigo
+    - org.lnmm
+    - org.rvkm
+    - org.lebm
+    - org.lnvm
+    - org.lnrm
+    - org.turaida
+    - org.mma
+    - org.lka
+    - org.lma
+    - org.jvlma
+    - org.liepaja_mimd
+    - org.riga_dizains
+    - org.nmv
+    - org.ventspils_muz
+    - org.latgale_muz_maksla
+    - org.sb_daugavpils
+    - org.ak_cesis
+    - org.jm_riga
+    - org.jelgava_muz
+    - org.iem_ic
+    - org.csp
+    - org.varam
+    - org.vdaa
+
+  valodu_tehnologiju_apaksjoma:
+    - org.km
+    - org.kisc
+    - org.lnb
+    - org.vdaa
+    - org.ta
+    - org.lumii
+    - org.tm
+    - org.vvc
+    - org.lva
+    - org.lang_data_holders
+    - org.state_institutions
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/legal-acts.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/legal-acts.yaml
new file mode 100644
index 0000000..768edbd
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/legal-acts.yaml
@@ -0,0 +1,72 @@
+groups:
+  - id: legal.data-protection
+    title: "Personas datu aizsardzība"
+    items:
+      - ref: doc.gdpr-2016-679
+        notes: "Personas datu apstrādes principi, tiesiskais pamats, datu subjektu tiesības; ietekmē visus e-pakalpojumus un datu kopas."
+      - ref: doc.lv-personas-datu-apstrade
+        notes: "Nacionālā ieviešana un papildprasības; atbildību sadalījums un procedūras."
+
+  - id: legal.cybersecurity
+    title: "Kiberdrošība un noturība"
+    items:
+      - ref: doc.nis2-2022-2555
+        notes: "Drošības pārvaldība, incidentu ziņošana, piegādes ķēžu risku vadība; ietekmē IS un platformas."
+      - ref: doc.lv-kiberdrosibas-regulejums
+        notes: "Nacionālās prasības valsts IS drošībai un incidentu vadībai."
+
+  - id: legal.accessibility
+    title: "Piekļūstamība"
+    items:
+      - ref: doc.web-accessibility-2016-2102
+        notes: "Piekļūstamības prasības publiskā sektora tīmekļa vietnēm un mobilajām lietotnēm; jāievēro WCAG prasības."
+
+  - id: legal.open-data
+    title: "Atvērtie dati un atkārtota izmantošana"
+    items:
+      - ref: doc.open-data-directive-2019-1024
+        notes: "PSI atkārtotas izmantošanas nosacījumi un atvērto datu publicēšana."
+      - ref: doc.atverto-datu-portals
+        notes: "Praktiskais publicēšanas kanāls; datu produktu publicēšanas procesi."
+
+  - id: legal.copyright
+    title: "Autortiesības un digitālo objektu izmantošana"
+    items:
+      - ref: doc.copyright-directive-2019-790
+        notes: "Digitālais vienotais tirgus, licencēšana un noteikumi TDM gadījumiem."
+      - ref: doc.lv-autortiesibu-likums
+        notes: "Nacionālais regulējums digitālo objektu izmantošanai un izplatīšanai."
+
+  - id: legal.identity
+    title: "Identitāte un autentifikācija"
+    items:
+      - ref: doc.eidas2-regula
+        notes: "Digitālās identitātes prasības ES līmenī; ietekmē autentifikācijas un pilnvarojuma arhitektūru."
+      - ref: doc.vpm
+        notes: "Koplietošanas komponente autentifikācijai; rekomendējama vienotai piekļuvei."
+
+  - id: legal.ai
+    title: "Mākslīgais intelekts un valodu tehnoloģijas"
+    items:
+      - ref: doc.ai-act-2024-1689
+        notes: "MI sistēmu riska klase, atbilstības pienākumi, pārredzamība; tieši attiecas uz valodu tehnoloģiju risinājumiem un valodu modeli."
+      - ref: doc.datu-anonimizacijas-riks
+        notes: "Datu sagatavošana (anonimizācija) valodu modeļa apmācībai un analītikai."
+
+  - id: legal.governance
+    title: "Publiskā sektora IKT pārvaldība un sadarbspēja"
+    items:
+      - ref: doc.lv-valsts-informacijas-sistemu-likums
+        notes: "Valsts IS pārvaldības pamati, reģistrācija, sadarbspēja; ietekmē VIRSIS un integrācijas prasības."
+      - ref: doc.virsis
+        notes: "IS un integrāciju reģistrēšana; metadatu uzturēšana."
+      - ref: doc.dagr
+        notes: "Datu integrācija, apmaiņa, publicēšana; koplietošanas princips."
+      - ref: doc.lv-ikp-arhitektura-ietvars
+        notes: "Nosaka arhitektūras skatus un apraksta metodiku; jāievēro jomas arhitektūras aprakstā."
+
+  - id: legal.archiving
+    title: "Ilgtermiņa saglabāšana un arhivēšana"
+    items:
+      - ref: doc.nacionals-arhivs-ilgtermina-saglabasana
+        notes: "Vienots ilgtermiņa saglabāšanas risinājums; ietekmē digitālo objektu dzīves ciklu un formātu prasības."
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles-map.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles-map.yaml
new file mode 100644
index 0000000..464bd56
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles-map.yaml
@@ -0,0 +1,11 @@
+mappings:
+  - domain_principle_id: principle.p1
+    maps_to: ["national.principle.interoperability"]
+  - domain_principle_id: principle.p2
+    maps_to: ["national.principle.security"]
+  - domain_principle_id: principle.p3
+    maps_to: ["national.principle.data_governance"]
+  - domain_principle_id: principle.p4
+    maps_to: ["national.principle.accessibility"]
+notes:
+  - "Nacionālo principu ID šeit ir placeholderi; tiks aizstāti ar oficiālajiem ID, kad tie tiks ielasīti kopējā SSOT."
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles.yaml
new file mode 100644
index 0000000..2f84dde
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/principles.yaml
@@ -0,0 +1,13 @@
+items:
+  - id: principle.p1
+    title: "Savietojamība un atkārtota izmantošana"
+    description: "Komponentes un dati tiek veidoti atkārtoti izmantojami un savietojami starp iestādēm."
+  - id: principle.p2
+    title: "Drošība un noturība"
+    description: "Risinājumi ievēro kiberdrošības prasības un nodrošina nepārtrauktību."
+  - id: principle.p3
+    title: "Datu kvalitāte un pārvaldība"
+    description: "Datu kopas tiek pārvaldītas ar definētiem kvalitātes un metadatu principiem."
+  - id: principle.p4
+    title: "Digitāla pieejamība"
+    description: "Pakalpojumi un saturs ir pieejams lietotājiem, ievērojot piekļūstamību."
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/related-documents.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/related-documents.yaml
new file mode 100644
index 0000000..f2b2144
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/related-documents.yaml
@@ -0,0 +1,156 @@
+items:
+  - id: doc.km-strategija-2022-2027
+    title: "Kultūras ministrijas darbības stratēģija 2022.–2027. gadam"
+    type: "strategy"
+    date: "2022"
+    relevance: "Nosaka kultūrpolitikas rīcības virzienus, kas ietekmē digitālo pakalpojumu un datu attīstības prioritātes."
+
+  - id: doc.kpnostadnes-2022-2027
+    title: "Kultūrpolitikas pamatnostādnes 2022.–2027. gadam"
+    type: "strategy"
+    date: "2022"
+    relevance: "Nosaka kultūras nozares attīstības mērķus un uzdevumus, kas jāatbalsta ar IKT risinājumiem un datu pārvaldību."
+
+  - id: doc.mk-rikojums-380-2023
+    title: "MK rīkojums Nr. 380 (29.06.2023) – Par digitālās transformācijas pamatnostādnēm 2021.–2027."
+    type: "policy"
+    date: "2023-06-29"
+    relevance: "Definē valsts digitālās transformācijas ietvaru un saskaņojamās pieejas (pakalpojumi, dati, koplietošanas platformas)."
+
+  - id: doc.eidas2-regula
+    title: "Eiropas Parlamenta un Padomes regula par Eiropas digitālo identitāti (eIDAS2)"
+    type: "law"
+    date: "2024"
+    relevance: "Ietekmē lietotāju identitātes, autentifikācijas un pilnvarojuma risinājumus, īpaši e-pakalpojumos."
+
+  - id: doc.gdpr-2016-679
+    title: "Regula (ES) 2016/679 – Vispārīgā datu aizsardzības regula (GDPR)"
+    type: "law"
+    date: "2016"
+    relevance: "Nosaka personas datu apstrādes principus, datu subjektu tiesības un tehniskos/organizatoriskos pasākumus."
+
+  - id: doc.nis2-2022-2555
+    title: "Direktīva (ES) 2022/2555 – NIS2"
+    type: "law"
+    date: "2022"
+    relevance: "Nosaka kiberdrošības prasības būtiskiem un svarīgiem pakalpojumiem, ietekmējot IS drošības pārvaldību."
+
+  - id: doc.ai-act-2024-1689
+    title: "Regula (ES) 2024/1689 – Mākslīgā intelekta akts (EU AI Act)"
+    type: "law"
+    date: "2024"
+    relevance: "Ietekmē valodu tehnoloģiju un MI risinājumu ieviešanu, risku pārvaldību, pārredzamību un atbilstības pienākumus."
+
+  - id: doc.open-data-directive-2019-1024
+    title: "Direktīva (ES) 2019/1024 – Atvērto datu un publiskā sektora informācijas atkārtotas izmantošanas direktīva"
+    type: "law"
+    date: "2019"
+    relevance: "Nosaka publicējamo datu atkārtotas izmantošanas nosacījumus, ietekmē atvērto datu publicēšanas prasības."
+
+  - id: doc.web-accessibility-2016-2102
+    title: "Direktīva (ES) 2016/2102 – Tīmekļa vietņu un mobilo lietotņu piekļūstamība"
+    type: "law"
+    date: "2016"
+    relevance: "Nosaka piekļūstamības prasības publiskā sektora digitālajiem pakalpojumiem (WCAG u.c. standarti)."
+
+  - id: doc.copyright-directive-2019-790
+    title: "Direktīva (ES) 2019/790 – Autortiesības digitālajā vienotajā tirgū"
+    type: "law"
+    date: "2019"
+    relevance: "Ietekmē digitālo objektu izmantošanu, licencēšanu un izplatīšanu, kā arī teksta un datu ieguvi noteiktos gadījumos."
+
+  - id: doc.latvija-infosabiedriba-pamatnostadnes
+    title: "Latvijas informācijas sabiedrības attīstības pamatnostādnes (aktuālā redakcija)"
+    type: "policy"
+    date: "—"
+    relevance: "Nosaka horizontālus IKT pārvaldības, datu un pakalpojumu attīstības principus valsts pārvaldē."
+
+  - id: doc.lv-ikp-arhitektura-ietvars
+    title: "Valsts pārvaldes IKT arhitektūras ietvars / vadlīnijas (VDAA)"
+    type: "guideline"
+    date: "—"
+    relevance: "Nosaka arhitektūras aprakstu pieeju un skatus (bizness, dati, lietojumprogrammas, tehnoloģijas) publiskajā sektorā."
+
+  - id: doc.vpm
+    title: "Vienotās pieteikšanās modulis (VPM) – koplietošanas komponente"
+    type: "platform"
+    date: "—"
+    relevance: "Ietekmē autentifikāciju un identitātes pārvaldību, vienotai piekļuvei e-pakalpojumiem."
+
+  - id: doc.dagr
+    title: "DAGR – koplietošanas datu apmaiņas/pārvaldības risinājums (VDAA)"
+    type: "platform"
+    date: "—"
+    relevance: "Ietekmē datu integrācijas un publicēšanas iespējas, saskaņā ar koplietošanas principiem."
+
+  - id: doc.virsis
+    title: "VIRSIS – valsts informācijas resursu/sadarbspējas reģistrs"
+    type: "platform"
+    date: "—"
+    relevance: "Ietekmē IS un integrāciju reģistrēšanu, metadatus un pārvaldības caurspīdīgumu."
+
+  - id: doc.atverto-datu-portals
+    title: "Atvērto datu portāls (Latvija) – publicēšanas kanāls"
+    type: "platform"
+    date: "—"
+    relevance: "Kanonisks kanāls atvērtu datu publicēšanai, ietekmē datu produktu publicēšanas procesus."
+
+  - id: doc.nacionals-arhivs-ilgtermina-saglabasana
+    title: "Vienots elektronisko dokumentu ilgtermiņa saglabāšanas (arhivēšanas) risinājums (sadarbībā ar VARAM u.c.)"
+    type: "platform"
+    date: "—"
+    relevance: "Ietekmē digitālo objektu un dokumentu saglabāšanas, arhivēšanas un formātu pārvaldības prasības."
+
+  - id: doc.datu-anonimizacijas-riks
+    title: "Datu anonimizācijas rīks (TA) – koplietošanas rīks"
+    type: "tool"
+    date: "—"
+    relevance: "Ietekmē datu kopu sagatavošanu (valodu modelim, pētniecībai), nodrošinot personas datu aizsardzību."
+
+  - id: doc.kulturas-statistika-analitika
+    title: "Kultūras nozares statistikas datu analītikas risinājums (sadarbība ar CSP)"
+    type: "solution"
+    date: "—"
+    relevance: "Ietekmē datu analītikas mērķus, indikatorus un datu avotu integrācijas prasības."
+
+  - id: doc.map-platforma
+    title: "Mērķa finansējuma izlietojuma pārvaldības platforma (MAP) (IeM IC)"
+    type: "solution"
+    date: "—"
+    relevance: "Ietekmē VKKF/NKC procesu digitalizāciju un integrācijas prasības ar kultūras datiem un pakalpojumiem."
+
+  - id: doc.valodu-modela-datu-kopas
+    title: "Valodu modeļa izveidei un apmācībai nepieciešamo datu kopu pārvaldība (LNB koordinācija)"
+    type: "dataset"
+    date: "—"
+    relevance: "Nosaka datu turētāju, kvalitātes, licencēšanas un pieejamības prasības valodu tehnoloģiju risinājumiem."
+
+  - id: doc.lv-autortiesibu-likums
+    title: "Autortiesību likums (Latvija)"
+    type: "law"
+    date: "—"
+    relevance: "Nosaka autortiesību aizsardzību digitālajiem objektiem, licencēšanas un izmantošanas nosacījumus."
+
+  - id: doc.lv-personas-datu-apstrade
+    title: "Fizisko personu datu apstrādes likums (Latvija) un saistītie normatīvie akti"
+    type: "law"
+    date: "—"
+    relevance: "Papildina GDPR ieviešanu Latvijā; ietekmē datu apstrādes procesu un atbildību sadalījumu."
+
+  - id: doc.lv-informacijas-atklatiba
+    title: "Informācijas atklātības likums (Latvija)"
+    type: "law"
+    date: "—"
+    relevance: "Ietekmē pieprasījumu apstrādi, publicēšanas pienākumus un informācijas pieejamības principus."
+
+  - id: doc.lv-valsts-informacijas-sistemu-likums
+    title: "Valsts informācijas sistēmu likums / IKT pārvaldības regulējums (Latvija)"
+    type: "law"
+    date: "—"
+    relevance: "Nosaka valsts IS pārvaldības pamatus, reģistrāciju, sadarbspēju un atbildības aspektus."
+
+  - id: doc.lv-kiberdrosibas-regulejums
+    title: "Kiberdrošības regulējums (Latvija) un prasības valsts IS drošībai"
+    type: "law"
+    date: "—"
+    relevance: "Nosaka drošības prasības, incidentu vadību un atbilstības pienākumus valsts sektora IS."
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/terms.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/terms.yaml
new file mode 100644
index 0000000..fb0f35c
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/00-meta/terms.yaml
@@ -0,0 +1,7 @@
+items:
+  - term: "Mērķarhitektūra"
+    definition: "Jomas mērķstāvokļa arhitektūras apraksts (3–5 gadu horizontā)."
+  - term: "Informācijas resurss"
+    definition: "Datu kopa / informācijas objekti, kas tiek uzturēti un izmantoti pakalpojumu sniegšanai."
+  - term: "SSOT"
+    definition: "Single Source of Truth — autoritatīvais arhitektūras saturs šajā repo."
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/01-as-is/swot.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/01-as-is/swot.yaml
new file mode 100644
index 0000000..4c91d02
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/01-as-is/swot.yaml
@@ -0,0 +1,8 @@
+strengths:
+  - "Nozarē ir identificētas prioritātes kultūras satura saglabāšanai un pieejamībai."
+weaknesses:
+  - "Sistēmu un datu pārvaldība vēsturiski ir sadrumstalota (dažādas platformas, dažādi standarti)."
+opportunities:
+  - "Valodu tehnoloģiju attīstība (LVM-LV) ļauj uzlabot publiskos pakalpojumus un efektivitāti."
+threats:
+  - "Kiberdrošības riski un darbības nepārtrauktības prasības pieaug (M6)."
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m1.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m1.yaml
new file mode 100644
index 0000000..ff52b4a
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m1.yaml
@@ -0,0 +1,7 @@
+id: goal.m1
+code: M1
+title: "Kultūras mantojuma saglabāšana un pieejamības nodrošināšana"
+description: >
+  Nodrošināt kultūras mantojuma drošu uzkrāšanu, saglabāšanu (t.sk. digitalizēšanu),
+  pieejamību, izmantojamību, kā arī aizsardzību krīzes situācijās.
+status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m2.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m2.yaml
new file mode 100644
index 0000000..db82093
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m2.yaml
@@ -0,0 +1,7 @@
+id: goal.m2
+code: M2
+title: "Kultūras mantojuma izmantojums produktu un pakalpojumu attīstībai"
+description: >
+  Veicināt kultūras mantojuma datu izmantošanu jaunu produktu un pakalpojumu attīstībai,
+  t.sk. izglītībā, pētniecībā, tūrismā un radošajās industrijās.
+status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m3.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m3.yaml
new file mode 100644
index 0000000..89b1d4f
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m3.yaml
@@ -0,0 +1,7 @@
+id: goal.m3
+code: M3
+title: "Datu pārvaldības un kvalitātes uzlabošana kultūras nozarē"
+description: >
+  Attīstīt standartizētu un savietojamu datu pārvaldību, uzlabot datu kvalitāti un metadatus,
+  nodrošināt datu atkalizmantojamību un analītiku kultūras politikas un pārvaldības vajadzībām.
+status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m4.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m4.yaml
new file mode 100644
index 0000000..bcc6aa2
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m4.yaml
@@ -0,0 +1,7 @@
+id: goal.m4
+code: M4
+title: "Latviešu valoda digitālajā laikmetā"
+description: >
+  Nodrošināt latviešu valodas klātbūtni un izmantojamību mākslīgā intelekta un valodu tehnoloģiju risinājumos,
+  attīstot valodas resursus, modeļus un pakalpojumus.
+status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m5.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m5.yaml
new file mode 100644
index 0000000..5113308
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m5.yaml
@@ -0,0 +1,7 @@
+id: goal.m5
+code: M5
+title: "Kultūras institūciju digitālā klātesamība un integrācija"
+description: >
+  Stiprināt kultūras institūciju digitālo klātbūtni, veicināt vienotu lietotāju pieredzi,
+  pakalpojumu pieejamību un sistēmu integrāciju.
+status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m6.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m6.yaml
new file mode 100644
index 0000000..088057c
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/02-goals/goal-m6.yaml
@@ -0,0 +1,7 @@
+id: goal.m6
+code: M6
+title: "Kiberdrošība, noturība un nepārtrauktība"
+description: >
+  Nodrošināt drošības, noturības un nepārtrauktības prasību ievērošanu jomas risinājumos,
+  t.sk. datu aizsardzību, pieejamību, rezerves kopēšanu un incidentu pārvaldību.
+status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/03-organizations/organizations.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/03-organizations/organizations.yaml
new file mode 100644
index 0000000..7bd9d50
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/03-organizations/organizations.yaml
@@ -0,0 +1,287 @@
+items:
+  - id: org.km
+    title: "Kultūras ministrija (KM)"
+    role: "politikas veidotājs / pārvaldība"
+    responsibilities:
+      - "Veido un pārrauga KM un tās padotības iestāžu (kultūras resora) IKT politiku"
+      - "Vada jomas IKT padomi"
+      - "Apakšjomas mērķarhitektūras turētājs"
+    status: active
+
+  - id: org.kisc
+    title: "Kultūras informācijas sistēmu centrs (KISC)"
+    role: "ieviesējs / uzturētājs"
+    responsibilities:
+      - "Pārvalda, uztur un attīsta KM un tās padotības iestāžu (kultūras resora) IKT koplietošanas infrastruktūru un aprīkojumu"
+      - "Pārvalda, uztur, izstrādā un attīsta kultūras resora IS un elektroniskos pakalpojumus"
+      - "Apakšjomas mērķarhitektūras izstrādātājs un realizācijas īstenotājs"
+    status: active
+
+  - id: org.lnb
+    title: "Latvijas Nacionālā bibliotēka (LNB)"
+    role: "būtisku IS turētājs / lietotājs"
+    responsibilities:
+      - "Būtisku Kultūras apakšjomas IS turētājs, lietotājs"
+      - "Pārvalda, uztur, izstrādā un attīsta LNB un koplietošanas IKT sistēmas, infrastruktūru un pakalpojumus"
+      - "Nodrošina un attīsta valsts nozīmes mākoņdatošanas pārvaldības un pakalpojumu platformu un tās infrastruktūru"
+      - "Valodu tehnoloģiju apakšjomā: piedalās risinājumu attīstībā un testēšanā; nodrošina un pārvalda datu kopas; koordinē to pārvaldību; infrastruktūras nodrošinātājs (ja lietderīgi)"
+    status: active
+
+  - id: org.lna
+    title: "Latvijas Nacionālais arhīvs (LNA)"
+    role: "būtisku IS turētājs / lietotājs"
+    responsibilities:
+      - "Būtisku Kultūras apakšjomas IS turētājs un lietotājs"
+      - "Pārvalda un attīsta LNA elektroniskos pakalpojumus"
+    status: active
+
+  - id: org.nkmp
+    title: "Nacionālā kultūras mantojuma pārvalde (NKMP)"
+    role: "IS turētājs / lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS turētājs un lietotājs"
+      - "Pārvalda un attīsta NKMP elektroniskos pakalpojumus"
+    status: active
+
+  - id: org.lnkc
+    title: "Latvijas Nacionālais kultūras centrs (LNKC)"
+    role: "IS turētājs / lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS turētājs un lietotājs"
+      - "Pārvalda un attīsta LNKC elektroniskos pakalpojumus"
+    status: active
+
+  - id: org.nkc
+    title: "Nacionālais kino centrs (NKC)"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+      - "Pārvalda un attīsta NKC elektroniskos pakalpojumus"
+    status: active
+
+  - id: org.vkkf
+    title: "Valsts kultūrkapitāla fonds (VKKF)"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+      - "Pārvalda un attīsta VKKF elektroniskos pakalpojumus"
+    status: active
+
+  - id: org.lnb_nerezigo
+    title: "Latvijas neredzīgo bibliotēka"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+      - "Pārvalda un attīsta Latvijas neredzīgo bibliotēkas elektroniskos pakalpojumus"
+    status: active
+
+  - id: org.lnmm
+    title: "Latvijas Nacionālais mākslas muzejs"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.rvkm
+    title: "Rīgas vēstures un kuģniecības muzejs"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.lebm
+    title: "Latvijas Etnogrāfiskais brīvdabas muzejs"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.lnvm
+    title: "Latvijas Nacionālais vēstures muzejs"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.lnrm
+    title: "Latvijas Nacionālais rakstniecības un mūzikas muzejs"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.turaida
+    title: "Īpaši aizsargājamais kultūras piemineklis – Turaidas muzejrezervāts"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.mma
+    title: "Memoriālo muzeju apvienība"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.lka
+    title: "Latvijas Kultūras akadēmija"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.lma
+    title: "Latvijas Mākslas akadēmija"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.jvlma
+    title: "Jāzepa Vītola Latvijas Mūzikas akadēmija"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.liepaja_mimd
+    title: "Mākslu izglītības kompetences centrs Liepājas Mūzikas, mākslas un dizaina vidusskola"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.riga_dizains
+    title: "Mākslu izglītības kompetences centrs \"Rīgas Dizaina un mākslas vidusskola\""
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.nmv
+    title: "Mākslu izglītības kompetences centrs Nacionālā Mākslu vidusskola"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.ventspils_muz
+    title: "Mākslu izglītības kompetences centrs \"Ventspils Mūzikas vidusskola\""
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.latgale_muz_maksla
+    title: "Mākslu izglītības kompetences centrs “Latgales Mūzikas un mākslas vidusskola”"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.sb_daugavpils
+    title: "Staņislava Broka Daugavpils mūzikas vidusskola"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.ak_cesis
+    title: "Alfrēda Kalniņa Cēsu mūzikas vidusskola"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.jm_riga
+    title: "Jāzepa Mediņa Rīgas mūzikas vidusskola"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.jelgava_muz
+    title: "Jelgavas mūzikas vidusskola"
+    role: "IS lietotājs"
+    responsibilities:
+      - "Kultūras apakšjomas IS lietotājs"
+    status: active
+
+  - id: org.iem_ic
+    title: "Iekšlietu ministrijas Informācijas centrs (IeM IC)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Mērķa finansējuma izlietojuma pārvaldības platformas (MAP) pielāgošana NKC un VKKF biznesa procesiem un vajadzībām"
+    status: active
+
+  - id: org.csp
+    title: "Centrālā statistikas pārvalde (CSP)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Sadarbība kultūras nozares statistikas datu analītikas risinājuma izveidē"
+    status: active
+
+  - id: org.varam
+    title: "Viedās administrācijas un reģionālās attīstības ministrija (VARAM)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Sadarbība vienotas elektronisko dokumentu ilgtermiņa saglabāšanas (arhivēšanas) risinājuma izveidē"
+    status: active
+
+  - id: org.vdaa
+    title: "Valsts digitālās attīstības aģentūra (VDAA)"
+    role: "komponenšu / koplietošanas risinājumu turētājs"
+    responsibilities:
+      - "Risinājumos pārizmantojamu komponenšu un risinājumu (VPM, DAGR, VIRSIS, Atvērto datu portāls) turētājs"
+      - "Sadarbība lietotāju pārvaldībā un koplietošanas risinājumu izmantošanā"
+    status: active
+
+  - id: org.ta
+    title: "Tiesu administrācija (TA)"
+    role: "rīka turētājs / sadarbības partneris"
+    responsibilities:
+      - "Datu anonimizācijas rīka turētājs"
+    status: active
+
+  - id: org.lumii
+    title: "Latvijas Universitātes Matemātikas un informātikas institūts (LUMII)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Sadarbība valodu tehnoloģiju jomas risinājumu izstrādē"
+    status: active
+
+  - id: org.tm
+    title: "Tieslietu ministrija (TM)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Sadarbība valodu tehnoloģiju jomas risinājumu izstrādē"
+    status: active
+
+  - id: org.vvc
+    title: "Valsts valodas centrs (VVC)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Sadarbība valodu tehnoloģiju jomas risinājumu izstrādē"
+    status: active
+
+  - id: org.lva
+    title: "Latviešu valodas aģentūra (LVA)"
+    role: "sadarbības partneris"
+    responsibilities:
+      - "Sadarbība valodu tehnoloģiju jomas risinājumu izstrādē"
+    status: active
+
+  - id: org.lang_data_holders
+    title: "Valodu modeļa izveidei un apmācībai nepieciešamo datu turētāji un datu vākšanas risinājumu turētāji"
+    role: "datu turētāji"
+    responsibilities:
+      - "Nodrošina datu pieejamību valodu modeļa izveidei un apmācībai"
+    status: active
+
+  - id: org.state_institutions
+    title: "Valsts pārvaldes institūcijas"
+    role: "koplietošanas rīku izmantotāji"
+    responsibilities:
+      - "Valodu jomas koplietošanas rīku izmantotāji"
+    status: active
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/04-functions/functions.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/04-functions/functions.yaml
new file mode 100644
index 0000000..8fb2ed6
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/04-functions/functions.yaml
@@ -0,0 +1,49 @@
+items:
+  - id: func.01
+    subdomain: subdomain.kultura
+    name: "Kultūras mantojuma satura radīšanas veicināšana, satura apzināšana, fiksēšana, pētniecība"
+    change_status: "Izmaiņas"
+    change_description: >
+      Funkcija tiek stiprināta ar digitāliem rīkiem un datu pieeju, lai uzlabotu kultūras vērtību identificēšanu,
+      strukturēšanu un analīzi, samazinot manuālo darbu un palielinot procesa caurspīdīgumu.
+
+  - id: func.02
+    subdomain: subdomain.kultura
+    name: "Kultūras mantojuma, dokumentu un datu saglabāšana, aizsardzība un pieejamības nodrošināšana"
+    change_status: "Izmaiņas"
+    change_description: >
+      Attīstāma centralizēta digitālās saglabāšanas pieeja, kas nodrošina ilgtermiņa glabāšanu,
+      elastīgu piekļuvi dažādām lietotāju grupām un drošības prasību ievērošanu.
+
+  - id: func.03
+    subdomain: subdomain.kultura
+    name: "Kultūras mantojuma satura digitalizācija, digitālā satura pieejamības nodrošināšana"
+    change_status: "Izmaiņas"
+    change_description: >
+      Digitalizācija tiek paplašināta ar semantisko bagātināšanu, meklējamību un integrāciju,
+      lai digitālais saturs kļūtu plašāk izmantojams un atkārtoti lietojams.
+
+  - id: func.04
+    subdomain: subdomain.kultura
+    name: "Kultūrizglītības īstenošana, attīstība, popularizēšana"
+    change_status: "Izmaiņas"
+    change_description: >
+      Funkcija tiek stiprināta ar digitālajiem resursiem un personalizētu satura piegādi dažādām auditorijām,
+      tostarp mūžizglītības un izglītības vajadzībām.
+
+  - id: func.05
+    subdomain: subdomain.valoda
+    name: "Publiskās pārvaldes valodu tehnoloģiju platformas uzturēšana un attīstība"
+    change_status: "Izmaiņas"
+    change_description: >
+      Pāreja no atsevišķiem rīkiem uz integrētu platformu, kur valodas resursi, modeļi un pakalpojumi
+      tiek uzturēti kā koplietošanas infrastruktūra.
+
+  - id: func.06
+    subdomain: subdomain.valoda
+    name: "Lielā latviešu valodas modeļa (LVM-LV) uzturēšana un attīstība"
+    change_status: "Jauns"
+    change_description: >
+      Jauna funkcija valsts mēroga valodas infrastruktūras pamatelementam, kas nodrošina latviešu valodas
+      klātbūtni MI risinājumos. Ietver datu kopu pārvaldību, modeļa uzturēšanu, pielāgošanu uzdevumiem un
+      sadarbību ar pētniecības/izstrādes partneriem.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/kultura-services.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/kultura-services.yaml
new file mode 100644
index 0000000..1e83981
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/kultura-services.yaml
@@ -0,0 +1,266 @@
+items:
+- id: svc.kultura.01
+  number: 1
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras jomas statistikas datu
+    apstrādes nodrošināšana, datu
+    pieejamības nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots ieviest vienotu kultūras
+    stati... balstītu lēmumu
+    pieņemšanu kultūras politikā un
+    pārvaldībā.
+  resources:
+  - raw: Latvijas Kultūras datu portāls/
+    virsis_id: null
+  - raw: Programmatūra/ VIRSIS ID 544.
+    virsis_id: 544
+  - raw: Latvijas kultūras jomas oficiālās
+    virsis_id: null
+  - raw: statistikas dati/ Informācijas resurss/
+    virsis_id: null
+  - raw: VIRSIS ID 545.
+    virsis_id: 545
+  - raw: Un citi (tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.02
+  number: 2
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras mantojuma integrācijas
+    platformas datu apstrādes
+    nodrošināšana, digitalizēto objektu
+    pārvaldības un izplatīšanas
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots paplašināt datu apmaiņas
+    iespējas starp kultūras ma...
+    piemēram, izglītības, pētniecības un
+    tūrisma vajadzībām. .
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.03
+  number: 3
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras mantojuma digitālo objektu
+    reģistrs informācijas uzkrāšanas
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Tiks pilnveidots reģistrs (DOM)
+    meklēšanas un datu attēloša...
+    pieejamība sabiedrībai,
+    ievērojot normatīvos ierobežojumus.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.kultura.04
+  number: 4
+  subdomain: subdomain.kultura
+  name: |-
+    Arhīvu datu apstrādes nodrošināšana,
+    datu pieejamības un izplatīšanas
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots uz Vienotās valsts arhīvu
+    informācijas sistēmas bāzes ...
+    augstāku datu kvalitāti un pieejamību.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.05
+  number: 5
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras nozares mērķprogrammu
+    pieteikumu un projektu datu apstrādes
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots pāriet uz vienotu
+    mērķprogrammu pārvaldības...
+    kas ļaus automatizēt datu
+    apmaiņu un samazināt manuālo darbu.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.06
+  number: 6
+  subdomain: subdomain.kultura
+  name: |-
+    Valsts nozīmes bibliotēku krājuma datu
+    apstrāde un pieejamības nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Tiks turpināts attīstīt Vienotais bibliotēku kopkatalogs (VBK),
+    uzlabojot datu integrāciju un piekļuvi.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.07
+  number: 7
+  subdomain: subdomain.kultura
+  name: |-
+    Bibliotēku datu apstrādes nodrošināšana,
+    pakalpojumu sniegšanas un pieejamības
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānota jaunas bibliotēku informācijas sistēmas izveide,
+    aizstājot tehnoloģiski novecojušus risinājumus un uzlabojot integrācijas.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.08
+  number: 8
+  subdomain: subdomain.kultura
+  name: |-
+    Atsauces (autoritatīvo) datu apstrādes
+    nodrošināšana un pieejamības
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots pilnveidot atsauces datu sistēmu,
+    uzlabojot kvalitāti, savietojamību un integrācijas ar ārējām sistēmām.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.09
+  number: 9
+  subdomain: subdomain.kultura
+  name: |-
+    Autortiesību pārvaldība un licencēšanas
+    datu apstrāde
+  status: Izmaiņas
+  change_description: |-
+    Tiks attīstīta autortiesību pārvaldības un licencēšanas datu pārvaldība,
+    uzlabojot datu pieejamību atbilstoši ierobežojumiem.
+  resources:
+  - raw: Autortiesību pārvaldības un
+    virsis_id: null
+  - raw: licencēšanas dati/ Informācijas resurss/ ID 51565.
+    virsis_id: 51565
+- id: svc.kultura.10
+  number: 10
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras mantojuma digitālo objektu
+    ilgtermiņa saglabāšanas nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots attīstīt vienotu ilgtermiņa saglabāšanas pieeju,
+    nodrošinot rezerves kopēšanu, noturību un piekļuves kontroli.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.11
+  number: 11
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras pieminekļu datu apstrāde un
+    pieejamības nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Tiks attīstīta NKMP mantojuma datu pārvaldība, uzlabojot datu kvalitāti,
+    meklējamību un integrāciju ar citām platformām.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.12
+  number: 12
+  subdomain: subdomain.kultura
+  name: |-
+    Nemateriālā kultūras mantojuma datu
+    apstrāde un pieejamības nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānota nemateriālā kultūras mantojuma datu pārvaldības attīstība,
+    uzlabojot uzkrāšanu, meklēšanu un publisko pieejamību.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.13
+  number: 13
+  subdomain: subdomain.kultura
+  name: |-
+    Nacionālā muzeju krājuma datu apstrāde
+    un pieejamības nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots pilnveidot NMKK informācijas sistēmu, uzlabojot datu struktūru,
+    savietojamību un publisko pieejamību.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.14
+  number: 14
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras mantojuma pieejamības
+    nodrošināšana publiskajos portālos
+  status: Izmaiņas
+  change_description: |-
+    Plānots attīstīt publiskos portālus, kas nodrošina vienotu piekļuvi
+    digitalizētajam saturam un uzlabotu lietotāja pieredzi.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.15
+  number: 15
+  subdomain: subdomain.kultura
+  name: |-
+    LNB mākoņdatošanas pārvaldības un
+    valsts mēroga platformas pakalpojumu
+    nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Plānots turpināt attīstīt augstas noturības un drošības platformas,
+    t.sk. MI infrastruktūras pārvaldībai, kultūras nozares koplietošanas vajadzībām.
+  resources:
+  - raw: Tiks papildināts nākamajās
+    virsis_id: null
+  - raw: versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: svc.kultura.16
+  number: 16
+  subdomain: subdomain.kultura
+  name: |-
+    Lietotāju apkalpošana, reģistrācija un
+    piekļuves nodrošināšana
+  status: Izmaiņas
+  change_description: |-
+    Lietotāju klātienes apkalpošanas attīstība un piekļuves nodrošināšanas
+    procesu pilnveide, kas samazinās slogu un veicinās digitālo pakalpojumu izmantošanu.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/valoda-services.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/valoda-services.yaml
new file mode 100644
index 0000000..48c20e8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/05-services/valoda-services.yaml
@@ -0,0 +1,179 @@
+items:
+- id: svc.valoda.01
+  number: 1
+  subdomain: subdomain.valoda
+  name: Runas sīkrīka pakalpojumi
+  status: Beidz pastāvēt
+  change_description: |-
+    Esošie runas sīkrīki, kas nodrošināja vienkāršotu
+    runas sint...viešu valodas modeli (LVM-LV) un mākslīgā
+    intelekta iespējām.
+  resources:
+  - raw: Runas sīkrīks/
+    virsis_id: null
+  - raw: Programmatūra/ VIRSI ID 53219.
+    virsis_id: 53219
+- id: svc.valoda.02
+  number: 2
+  subdomain: subdomain.valoda
+  name: |-
+    Tulkošanas sīkrīka
+    pakalpojumi
+  status: Beidz pastāvēt
+  change_description: |-
+    Esošie tulkošanas sīkrīki, kas nodrošināja
+    vienkāršotu teksta...iešu
+    valodas modeli (LVM-LV) un daudzvalodu MI
+    arhitektūrām.
+  resources:
+  - raw: Tulkošanas sīkrīk/
+    virsis_id: null
+  - raw: Programmatūra/ VIRSIS ID 53323.
+    virsis_id: 53323
+- id: svc.valoda.03
+  number: 3
+  subdomain: subdomain.valoda
+  name: |-
+    Tulkošanas logrīka
+    pakalpojumi
+  status: Beidz pastāvēt
+  change_description: |-
+    Tulkošanas logrīki, kas tika izmantoti kā
+    iebūvējami tulkošanas...MI
+    arhitektūrām, kur tulkošana tiks nodrošināta ar centralizētiem pakalpojumiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.04
+  number: 4
+  subdomain: subdomain.valoda
+  name: Mašīntulka pakalpojumi
+  status: Izmaiņas
+  change_description: |-
+    Esošie mašīntulkošanas pakalpojumi tiks būtiski modernizēti,
+    ieviešot integrāciju ar LVM-LV un daudzvalodu MI arhitektūrām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.05
+  number: 5
+  subdomain: subdomain.valoda
+  name: Mobilās lietotnes
+  status: Izmaiņas
+  change_description: |-
+    Plānots izstrādāt modernizētu mobilo lietotni, kas
+    izmantos LVM-LV un valodu tehnoloģiju platformu pakalpojumus.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.06
+  number: 6
+  subdomain: subdomain.valoda
+  name: |-
+    Virtuālā asistenta
+    pakalpojumi
+  status: Izmaiņas
+  change_description: |-
+    Esošie virtuālie asistenti tiks modernizēti,
+    nodrošinot vienotu piekļuvi valodu tehnoloģiju platformai un LVM-LV iespējām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.07
+  number: 7
+  subdomain: subdomain.valoda
+  name: |-
+    Runas atpazīšanas rīka
+    pakalpojumi
+  status: Izmaiņas
+  change_description: |-
+    Esošais runas atpazīšanas rīks tiks būtiski modernizēts,
+    balstoties uz LVM-LV un jaunākām MI arhitektūrām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.08
+  number: 8
+  subdomain: subdomain.valoda
+  name: Runas sintēzes pakalpojumi
+  status: Izmaiņas
+  change_description: |-
+    Runas sintēzes pakalpojums tiks modernizēts,
+    nodrošinot labāku kvalitāti, integrācijas un izmantojamību valsts pakalpojumos.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.09
+  number: 9
+  subdomain: subdomain.valoda
+  name: Vieglās valodas rīks
+  status: Izmaiņas
+  change_description: |-
+    Tiks attīstīts vieglās valodas rīks, kas, izmantojot MI,
+    palīdzēs vienkāršot tekstus un uzlabot piekļūstamību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.10
+  number: 10
+  subdomain: subdomain.valoda
+  name: Teksta ģenerēšanas pakalpojumi
+  status: Jauns
+  change_description: |-
+    Tiks izveidots pakalpojums, kas ļaus valsts
+    iestādēm ģenerēt tekstus, balstoties uz LVM-LV, ievērojot drošības prasības.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.11
+  number: 11
+  subdomain: subdomain.valoda
+  name: Kopsavilkumu izveides pakalpojumi
+  status: Jauns
+  change_description: |-
+    Pakalpojums nodrošinās iespēju automātiski
+    veidot kopsavilkumus un strukturēt informāciju valsts pārvaldes vajadzībām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.12
+  number: 12
+  subdomain: subdomain.valoda
+  name: |-
+    Meklēšanas dokumentos
+    pakalpojumi valsts pārvaldes
+    institūcijām
+  status: Jauns
+  change_description: |-
+    Tiks izstrādāts semantiskās meklēšanas
+    pakalpojums, kas ļaus atrast informāciju dokumentos un palīdzēs analītikā.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.13
+  number: 13
+  subdomain: subdomain.valoda
+  name: |-
+    LVM publiskie pakalpojumi
+    - LVM modelis MI izpētes
+    un attīstības vajadzībām
+  status: Jauns
+  change_description: |-
+    Tiks izveidots publisks pakalpojums, kas
+    nodrošinās piekļuvi valodas infrastruktūrai pētniecībai un inovācijām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: svc.valoda.14
+  number: 14
+  subdomain: subdomain.valoda
+  name: |-
+    Jaunu valodu tehnoloģiju
+    pārnese un izmitināšana
+  status: Jauns
+  change_description: |-
+    Tiks izveidots pakalpojums, kas nodrošinās
+    jaunu valodu tehnoloģiju ieviešanu, izmitināšanu un darbību, ievērojot regulējumu un kiberdrošību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/kultura-info-resources.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/kultura-info-resources.yaml
new file mode 100644
index 0000000..b04b28a
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/kultura-info-resources.yaml
@@ -0,0 +1,173 @@
+items:
+- id: ir.kultura.01
+  number: 1
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras jomas iestāžu dati
+  status: Izmaiņas
+  description: |-
+    Plānots uzlabot kultūras iestāžu
+    pamatinformācijas datu str...as plānošanā.
+    Uzlabojumi atbalstīs plašākas iespējas šo datu
+  resources:
+  - raw: Latvijas Kultūras datu portāls/
+    virsis_id: null
+  - raw: Programmatūra / VIRSIS ID 544.
+    virsis_id: 544
+- id: ir.kultura.02
+  number: 2
+  subdomain: subdomain.kultura
+  name: Kultūras jomas statiskas dati
+  status: Izmaiņas
+  description: |-
+    Plānots pāriet uz vienotu kultūras statistikas
+    datu pārvald...ietošanas platformām (piemēram, DAGR)
+    un citiem risinājumiem.
+  resources:
+  - raw: Latvijas kultūras jomas oficiālās statistikas dati/ Informācijas resurss/ ID 545.
+    virsis_id: 545
+- id: ir.kultura.03
+  number: 3
+  subdomain: subdomain.kultura
+  name: Atsauces (autoritatīvie) dati
+  status: Izmaiņas
+  description: |-
+    Tiks pilnveidota atsauces datu pārvaldība un
+    uzlabota datu ...pējas ar ārējām
+    sistēmām. Tiks izmantoti MI rīki attīstībā.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.04
+  number: 4
+  subdomain: subdomain.kultura
+  name: Autortiesību un licencēšanas dati
+  status: Izmaiņas
+  description: |-
+    Tiks pilnveidota autortiesību un licencēšanas
+    datu pārvaldī...tu satura pieejamību atbilstoši
+    autortiesību ierobežojumiem.
+  resources:
+  - raw: Autortiesību pārvaldības un licencēšanas dati/ Informācijas resurss/ ID 51565.
+    virsis_id: 51565
+- id: ir.kultura.05
+  number: 5
+  subdomain: subdomain.kultura
+  name: Teksta dokumenti
+  status: Izmaiņas
+  description: |-
+    Tiks uzlabota teksta dokumentu pārvaldība,
+    ieviešot automat...īvajiem datiem un kultūras mantojuma
+    digitālajiem objektiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.06
+  number: 6
+  subdomain: subdomain.kultura
+  name: Attēli
+  status: Izmaiņas
+  description: |-
+    Plānots uzlabot attēlu datu pārvaldību, ieviešot
+    vienotus m...t vizuālo saturu.
+    Tiks ieviesti MI risinājumi attēlu satura
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.07
+  number: 7
+  subdomain: subdomain.kultura
+  name: Audio
+  status: Izmaiņas
+  description: |-
+    Plānots uzlabot audio datu pārvaldību, ieviešot
+    metadatu stan...šākai izmantošanai.
+    Tiks atbalstīta integrācija ar mantojuma
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.08
+  number: 8
+  subdomain: subdomain.kultura
+  name: Video
+  status: Izmaiņas
+  description: |-
+    Plānots attīstīt video datu pārvaldību, ieviešot
+    vienotu met...šinot publicēšanu un atkārtotu izmantošanu
+    (piemēram, izglītībā, pētniecībā).
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.09
+  number: 9
+  subdomain: subdomain.kultura
+  name: Kultūras mantojuma digitālie objekti
+  status: Izmaiņas
+  description: |-
+    Tiks uzlabota digitālo objektu (DO) uzkrāšana,
+    meklējamība...cijām (DOM, APLIS, ATS u.c.), kā arī sasaisti ar atsauces datiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.10
+  number: 10
+  subdomain: subdomain.kultura
+  name: Arhīvu dati
+  status: Izmaiņas
+  description: |-
+    Plānots uzlabot arhīvu datu pieejamību, pārvaldību un integrāciju,
+    balstoties uz vienoto arhīvu IS risinājumiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.11
+  number: 11
+  subdomain: subdomain.kultura
+  name: Muzeju krājuma dati
+  status: Izmaiņas
+  description: |-
+    Muzeju krājuma dati tiks strukturēti un padarīti savietojamāki,
+    uzlabojot publisko pieejamību un atkārtotu izmantošanu.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.12
+  number: 12
+  subdomain: subdomain.kultura
+  name: Nekustamo kultūras pieminekļu dati
+  status: Izmaiņas
+  description: |-
+    Tiks uzlabota NKMP datu pārvaldība, integrācijas un datu kvalitāte.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.13
+  number: 13
+  subdomain: subdomain.kultura
+  name: Nemateriālā kultūras mantojuma dati
+  status: Izmaiņas
+  description: |-
+    Tiks attīstīta nemateriālā kultūras mantojuma datu uzkrāšana un publiskā pieejamība.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.14
+  number: 14
+  subdomain: subdomain.kultura
+  name: Kultūras programmu/projektu dati
+  status: Izmaiņas
+  description: |-
+    Tiks uzlabota programmu un projektu datu pārvaldība, automatizējot datu apmaiņu un atskaites.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.kultura.15
+  number: 15
+  subdomain: subdomain.kultura
+  name: Lietotāju dati un piekļuves tiesības
+  status: Izmaiņas
+  description: |-
+    Tiks pilnveidota lietotāju datu pārvaldība un piekļuves kontrole, lai atbalstītu vienotu lietotāju pieredzi.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/valoda-info-resources.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/valoda-info-resources.yaml
new file mode 100644
index 0000000..a0422ca
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/06-information-resources/valoda-info-resources.yaml
@@ -0,0 +1,97 @@
+items:
+- id: ir.valoda.01
+  number: 1
+  subdomain: subdomain.valoda
+  name: |-
+    Monolingvālie valodu korpusi
+  status: Jauns
+  description: |-
+    Tiks veidoti un uzturēti monolingvālie korpusi latviešu valodai un citām valodām,
+    lai nodrošinātu treniņdatus un valodas resursus MI risinājumiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.02
+  number: 2
+  subdomain: subdomain.valoda
+  name: Paralēlie valodu korpusi
+  status: Jauns
+  description: |-
+    Paralēlie korpusi tiks attīstīti mašīntulkošanas un daudzvalodu MI vajadzībām,
+    veicinot tulkošanas kvalitāti un valodu tehnoloģiju attīstību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.03
+  number: 3
+  subdomain: subdomain.valoda
+  name: Terminoloģijas dati
+  status: Izmaiņas
+  description: |-
+    Terminoloģijas resursi tiks pilnveidoti, uzlabojot kvalitāti, pieejamību un integrāciju ar citiem datu avotiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.04
+  number: 4
+  subdomain: subdomain.valoda
+  name: |-
+    LVM-LV trenēšanas dati
+    (līdzsvaroti avotu dati)
+  status: Jauns
+  description: |-
+    Tiks veidotas līdzsvarotas datu kopas LVM-LV treniņam, ievērojot autortiesības, datu aizsardzību un kvalitātes prasības.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.05
+  number: 5
+  subdomain: subdomain.valoda
+  name: |-
+    LVM-LV dati konkrētu
+    uzdevumu izpildei
+    (pielāgošanas un integrācijas dati)
+  status: Jauns
+  description: |-
+    Datu kopas tiks radītas pēc LVM modeļa
+    izveides, pielāgojot...mu veikšanai un paplašinot LVM
+    modeļa izmantošanas iespējas.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.06
+  number: 6
+  subdomain: subdomain.valoda
+  name: LVM-LV novērtēšanas dati
+  status: Jauns
+  description: |-
+    Datu kopa tiks radīta līdz ar LVM modeļa
+    izveidi. Datu kopa...nveidei, gan pētniecībai un MI
+    risinājumu attīstībai kopumā.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.07
+  number: 7
+  subdomain: subdomain.valoda
+  name: |-
+    Valodu tehnoloģiju lietojuma
+    dati un telemetrija
+  status: Jauns
+  description: |-
+    Tiks vākti un analizēti lietojuma dati, lai uzlabotu platformas pakalpojumu kvalitāti, noturību un drošību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: ir.valoda.08
+  number: 8
+  subdomain: subdomain.valoda
+  name: Kultūras mantojuma dati
+  status: '-'
+  description: |-
+    Dati, kas tiek radīti un uzturēti Kultūras
+    apakšjomas sistē...jumu sniegšanā, ievērojot
+    normatīvā regulējuma nosacījumus.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/kultura-systems.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/kultura-systems.yaml
new file mode 100644
index 0000000..9d7d24b
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/kultura-systems.yaml
@@ -0,0 +1,223 @@
+items:
+- id: sys.kultura.01
+  number: 1
+  subdomain: subdomain.kultura
+  name: |-
+    Vienotais bibliotēku
+    kopkatalogs (VBK)
+  status: Izmaiņas
+  description: |-
+    Tiks būtiski uzlabota datu aprite un integrācija,
+    nodrošino...npuses – datu sadrumstalotību un nepietiekamu
+    savietojamību.
+  resources:
+  - raw: Valsts nozīmes bibliotēku krājuma dati/ Informācijas resurss/ Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS).
+    virsis_id: null
+- id: sys.kultura.02
+  number: 2
+  subdomain: subdomain.kultura
+  name: Bibliotēku Informācijas Sistēma
+  status: Jauns
+  description: |-
+    Tiks izveidota jauna, mūsdienu standartiem
+    atbilstoša sistē...hnoloģisko
+    novecošanos un veicina datu
+    atkalizmantojamību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.03
+  number: 3
+  subdomain: subdomain.kultura
+  name: |-
+    Atsauces (autoritatīvo)
+    datu sistēma
+  status: Izmaiņas
+  description: |-
+    Tiks modernizēta atsauces datu sistēma, uzlabojot datu kvalitāti,
+    versēšanu, integrācijas un izmantojamību visā jomā.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.04
+  number: 4
+  subdomain: subdomain.kultura
+  name: |-
+    Latvijas Kultūras datu
+    portāls
+  status: Izmaiņas
+  description: |-
+    Tiks attīstīts Kultūras datu portāls kā vienots piekļuves punkts datiem un analītikai,
+    uzlabojot integrācijas ar valsts platformām un MI rīku izmantošanu.
+  resources:
+  - raw: Programmatūra/ VIRSIS ID 544.
+    virsis_id: 544
+- id: sys.kultura.05
+  number: 5
+  subdomain: subdomain.kultura
+  name: |-
+    Digitālo objektu
+    pārvaldības sistēma (DOM)
+  status: Izmaiņas
+  description: |-
+    Tiks pilnveidota DOM, uzlabojot meklēšanu, datu attēlošanu, integrācijas ar citām sistēmām
+    un publisko pieejamību atbilstoši regulējumam.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.06
+  number: 6
+  subdomain: subdomain.kultura
+  name: |-
+    Vienotā valsts arhīvu
+    informācijas sistēma
+  status: Izmaiņas
+  description: |-
+    Attīstība uz vienotu arhīvu IS bāzes, uzlabojot digitalizēto objektu pārvaldību,
+    meklēšanu, publisko pieejamību un integrācijas.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.07
+  number: 7
+  subdomain: subdomain.kultura
+  name: |-
+    Kultūras pieminekļu
+    pārvaldības sistēmas
+  status: Izmaiņas
+  description: |-
+    NKMP sistēmu attīstība, uzlabojot datu kvalitāti, savietojamību un publisko pieejamību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.08
+  number: 8
+  subdomain: subdomain.kultura
+  name: |-
+    Nemateriālā kultūras mantojuma
+    pārvaldības sistēmas
+  status: Izmaiņas
+  description: |-
+    Tiks attīstītas sistēmas nemateriālā mantojuma uzkrāšanai, uzturēšanai un publicēšanai,
+    uzlabojot integrācijas un meklējamību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.09
+  number: 9
+  subdomain: subdomain.kultura
+  name: |-
+    Nacionālā muzeju krājuma
+    kopkataloga sistēma (NMKK)
+  status: Izmaiņas
+  description: |-
+    NMKK sistēmas pilnveide, nodrošinot labāku datu struktūru, savietojamību un publisko pieejamību.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.10
+  number: 10
+  subdomain: subdomain.kultura
+  name: Autortiesību pārvaldības sistēma
+  status: Izmaiņas
+  description: |-
+    Tiks pilnveidota autortiesību pārvaldība un licencēšana,
+    ieviešot labāku datu pārvaldību un integrācijas, lai kontrolētu piekļuvi saturam.
+  resources:
+  - raw: Autortiesību pārvaldības un licencēšanas dati/ Informācijas resurss/ ID 51565.
+    virsis_id: 51565
+- id: sys.kultura.11
+  number: 11
+  subdomain: subdomain.kultura
+  name: Kultūras mantojuma sistēmas
+  status: '-'
+  description: |-
+    Kultūras mantojuma sistēmās radītie un
+    uzturētie dati tiks ...odrošinās šo datu
+    sasaisti ar valodu tehnoloģiju platformu,
+  resources:
+  - raw: Latvijas kultūras jomas statistikas dati/ Informācijas resurss/ VIRSIS ID 545.
+    virsis_id: 545
+  - raw: Ģerboņu kataloga dati/ Informācijas resurss/ VIRSIS ID 486.
+    virsis_id: 486
+- id: sys.kultura.12
+  number: 12
+  subdomain: subdomain.kultura
+  name: Kultūras projektu/pieteikumu sistēma
+  status: Izmaiņas
+  description: |-
+    Tiks ieviesta vienotāka projektu un mērķprogrammu pārvaldība, automatizējot atskaites un datu apmaiņu.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.13
+  number: 13
+  subdomain: subdomain.kultura
+  name: Publiskie kultūras portāli
+  status: Izmaiņas
+  description: |-
+    Publiskie portāli tiks modernizēti, nodrošinot vienotu piekļuvi, meklēšanu un lietotāja pieredzi.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.14
+  number: 14
+  subdomain: subdomain.kultura
+  name: Lietotāju identitātes un piekļuves pārvaldības risinājumi
+  status: Izmaiņas
+  description: |-
+    Tiks pilnveidoti identitātes un piekļuves pārvaldības procesi, lai atbalstītu vienotu autentifikāciju un autorizāciju jomas sistēmās.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.15
+  number: 15
+  subdomain: subdomain.kultura
+  name: Mākoņdatošanas pārvaldības platforma (LNB)
+  status: Izmaiņas
+  description: |-
+    LNB mākoņplatformas attīstība kā valsts mēroga infrastruktūras pamats,
+    t.sk. koplietošanas un MI infrastruktūras pārvaldībai.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.16
+  number: 16
+  subdomain: subdomain.kultura
+  name: Datu uzkrāšanas un ilgtermiņa saglabāšanas risinājumi
+  status: Izmaiņas
+  description: |-
+    Vienota ilgtermiņa glabāšana un rezerves kopēšana, nodrošinot noturību un atbilstību drošības prasībām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.17
+  number: 17
+  subdomain: subdomain.kultura
+  name: Drošības un noturības risinājumi
+  status: Izmaiņas
+  description: |-
+    Drošības, noturības un nepārtrauktības prasību ieviešana jomas koplietošanas risinājumos.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.21
+  number: 21
+  subdomain: subdomain.kultura
+  name: Digitālās saglabāšanas un digitalizācijas atbalsta risinājumi
+  status: Izmaiņas
+  description: |-
+    Digitalizācijas plūsmas un digitālās saglabāšanas risinājumu attīstība, integrējot metadatus, meklēšanu un publikāciju.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.kultura.22
+  number: 22
+  subdomain: subdomain.kultura
+  name: Analītikas un pārskatu risinājumi
+  status: Izmaiņas
+  description: |-
+    Analītikas un pārskatu iespējas tiks paplašinātas, ieviešot savietojamību ar valsts datu platformām un MI rīkiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/valoda-systems.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/valoda-systems.yaml
new file mode 100644
index 0000000..7482431
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/07-systems/valoda-systems.yaml
@@ -0,0 +1,113 @@
+items:
+- id: sys.valoda.01
+  number: 1
+  subdomain: subdomain.valoda
+  name: Publiskās pārvaldes valodu tehnoloģiju platforma
+  status: Izmaiņas
+  description: |-
+    Tiks uzturēta un attīstīta vienota valodu tehnoloģiju platforma,
+    kas nodrošinās koplietošanas pakalpojumus (tulkošana, runa, semantiskā meklēšana u.c.).
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.02
+  number: 2
+  subdomain: subdomain.valoda
+  name: Lielais latviešu valodas modelis (LVM-LV)
+  status: Jauns
+  description: |-
+    Tiks izveidots un uzturēts LVM-LV kā valsts mēroga valodas infrastruktūras pamatelements,
+    nodrošinot izmantošanu valsts pakalpojumos un platformas rīkos.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.03
+  number: 3
+  subdomain: subdomain.valoda
+  name: Mašīntulkošanas pakalpojumu sistēmas
+  status: Izmaiņas
+  description: |-
+    Mašīntulkošana tiks modernizēta un integrēta ar LVM-LV un daudzvalodu MI arhitektūrām.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.04
+  number: 4
+  subdomain: subdomain.valoda
+  name: Runas atpazīšanas sistēmas
+  status: Izmaiņas
+  description: |-
+    Runas atpazīšana tiks modernizēta, uzlabojot kvalitāti un integrācijas ar platformu un LVM-LV.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.05
+  number: 5
+  subdomain: subdomain.valoda
+  name: Runas sintēzes sistēmas
+  status: Izmaiņas
+  description: |-
+    Runas sintēze tiks modernizēta un padarīta plašāk izmantojama valsts pakalpojumu kanālos.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.06
+  number: 6
+  subdomain: subdomain.valoda
+  name: Virtuālo asistentu sistēmas
+  status: Izmaiņas
+  description: |-
+    Virtuālie asistenti tiks modernizēti un sasaistīti ar valodu tehnoloģiju platformas koplietošanas pakalpojumiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.07
+  number: 7
+  subdomain: subdomain.valoda
+  name: Semantiskās meklēšanas sistēmas
+  status: Jauns
+  description: |-
+    Tiks ieviestas semantiskās meklēšanas iespējas dokumentu krātuvēs, balstoties uz LVM-LV un platformas rīkiem.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.08
+  number: 8
+  subdomain: subdomain.valoda
+  name: Teksta ģenerēšanas un kopsavilkumu sistēmas
+  status: Jauns
+  description: |-
+    Tiks izveidoti teksta ģenerēšanas un kopsavilkumu rīki, ievērojot drošības, datu aizsardzības un kvalitātes prasības.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.09
+  number: 9
+  subdomain: subdomain.valoda
+  name: Vieglās valodas rīki
+  status: Izmaiņas
+  description: |-
+    Vieglās valodas rīki tiks attīstīti, lai uzlabotu piekļūstamību un tekstu saprotamību plašākai auditorijai.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.10
+  number: 10
+  subdomain: subdomain.valoda
+  name: Valodu resursu pārvaldības sistēmas (korpusi, terminoloģija)
+  status: Jauns
+  description: |-
+    Tiks attīstītas sistēmas korpusu, terminoloģijas un citu valodu resursu uzturēšanai un publicēšanai.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
+- id: sys.valoda.11
+  number: 11
+  subdomain: subdomain.valoda
+  name: Jaunu valodu tehnoloģiju izmitināšanas un pārneses vide
+  status: Jauns
+  description: |-
+    Tiks nodrošināta vide jaunu valodu tehnoloģiju ieviešanai un izmitināšanai, ievērojot normatīvos aktus un kiberdrošības prasības.
+  resources:
+  - raw: Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.
+    virsis_id: null
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/interactions.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/interactions.yaml
new file mode 100644
index 0000000..3a50d06
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/interactions.yaml
@@ -0,0 +1,73 @@
+items:
+  - id: int.001.identity-trust
+    title: "Identitāte un piekļuve (horizontālā joma)"
+    interaction_type: "shared_component"
+    counterpart: "Valsts koplietošanas IKT risinājumi"
+    components:
+      - "VPM"
+      - "eIDAS / e-identitātes risinājumi"
+    why_it_matters: >
+      Vienota autentifikācija un pilnvarojums ir priekšnosacījums drošai piekļuvei jomas e-pakalpojumiem un datiem.
+    requirements:
+      - "Vienots autentifikācijas plūsmas apraksts (SSO)"
+      - "Vienots tiesību modelis jomas lietotājiem (RBAC/ABAC)"
+      - "Auditējamība (kas, kad, ko skatīja/izmainīja)"
+
+  - id: int.002.data-exchange
+    title: "Datu apmaiņa un sadarbspēja (horizontālā joma)"
+    interaction_type: "integration"
+    counterpart: "VDAA koplietošanas datu apmaiņa / DAGR"
+    components:
+      - "DAGR"
+      - "API standarti"
+      - "VIRSIS metadati"
+    why_it_matters: >
+      Kultūras un valodu tehnoloģiju risinājumi balstās uz daudziem datu avotiem; integrācijas jāstandartizē,
+      lai izvairītos no unikāliem savienojumiem un dublētas loģikas.
+    requirements:
+      - "Integrāciju katalogs ar prioritātēm"
+      - "API versēšana un līgumi (contract-first)"
+      - "Kļūdu/incidentu apmaiņas kanāls starp turētājiem"
+
+  - id: int.003.open-data
+    title: "Atvērto datu ekosistēma"
+    interaction_type: "publication"
+    counterpart: "Atvērto datu portāls"
+    components:
+      - "Atvērto datu portāls"
+      - "Metadatu standarti"
+    why_it_matters: >
+      Atvērto datu publicēšana palielina kultūras datu izmantojamību pētniecībā, uzņēmējdarbībā un sabiedrībā,
+      vienlaikus prasa kvalitātes un licencēšanas disciplīnu.
+    requirements:
+      - "Licencēšanas noteikumi (autortiesības, PSI)"
+      - "Datu kvalitātes kritēriji un atjaunošanas grafiki"
+      - "Datu anonimizācija, ja nepieciešams"
+
+  - id: int.004.archiving
+    title: "Ilgtermiņa saglabāšana / arhivēšana"
+    interaction_type: "shared_service"
+    counterpart: "Vienotais ilgtermiņa saglabāšanas risinājums (VARAM u.c.)"
+    components:
+      - "Ilgtermiņa saglabāšanas platforma"
+      - "Formātu un metadatu prasības"
+    why_it_matters: >
+      Kultūras digitālie objekti ir ar ilgu dzīves ciklu; arhivēšanas prasības jāiebūvē jau veidošanas un glabāšanas posmos.
+    requirements:
+      - "DO dzīves cikla definīcija"
+      - "Formātu/derīguma prasības"
+      - "Integrācijas prasības starp IS un arhīvu"
+
+  - id: int.005.statistics
+    title: "Kultūras statistika un valsts statistikas ekosistēma"
+    interaction_type: "data_sharing"
+    counterpart: "CSP"
+    components:
+      - "Analītikas datu plūsmas"
+      - "Indikatoru definīcijas"
+    why_it_matters: >
+      Statistika un analītika balstās uz kvalitatīviem, saskaņotiem datiem; jāvienojas par indikatoriem un datu piegādes režīmiem.
+    requirements:
+      - "Indikatoru katalogs"
+      - "Datu piegādes grafiks un atbildīgie"
+      - "Kvalitātes validācijas noteikumi"
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/roadmap.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/roadmap.yaml
new file mode 100644
index 0000000..973c845
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/08-roadmap/roadmap.yaml
@@ -0,0 +1,133 @@
+items:
+  - id: rm.001.foundation-governance
+    title: "Jomas pārvaldības un datu pārvaldības ietvara nostiprināšana"
+    timeframe: "2025"
+    description: >
+      Formalizēt jomas pārvaldības modeli, iesaistīto pušu lomas, datu pārvaldību (īpašumtiesības, kvalitāte,
+      metadati, piekļuves tiesības), kā arī lēmumu pieņemšanas kārtību jomas risinājumu attīstībai.
+    owner_orgs: [org.km, org.kisc]
+    stakeholders: [org.lnb, org.lna, org.nkmp, org.vdaa]
+    depends_on: []
+    outputs:
+      - "Apstiprināts jomas pārvaldības modelis"
+      - "Datu pārvaldības noteikumi (data governance)"
+      - "Atbildību un demarkācijas apraksts starp institūcijām"
+
+  - id: rm.002.catalogs-registers
+    title: "Vienotas reģistru/katalogu struktūras uzturēšana (SSOT) un integrācija ar VIRSIS"
+    timeframe: "2025"
+    description: >
+      Nodrošināt, ka jomas IS, integrācijas, datu kopas un pakalpojumi ir pilnībā katalogizēti, ar stabiliem ID,
+      un sinhronizējami ar VIRSIS/metadatu prasībām.
+    owner_orgs: [org.kisc]
+    stakeholders: [org.vdaa, org.lnb, org.lna]
+    depends_on: [rm.001.foundation-governance]
+    outputs:
+      - "Pilni reģistri: sistēmas, integrācijas, datu produkti, pakalpojumi"
+      - "Saskaņošana ar VIRSIS metadatiem"
+
+  - id: rm.003.identity-access
+    title: "Vienota identitātes, autentifikācijas un piekļuves pārvaldības pieeja (VPM/eIDAS virziens)"
+    timeframe: "2025–2026"
+    description: >
+      Ieviest vienotu autentifikācijas un autorizācijas pieeju jomas e-pakalpojumiem, balstoties uz koplietošanas
+      komponentēm (VPM) un atbilstoši eIDAS prasībām, ar konsekventu piekļuves tiesību modeli.
+    owner_orgs: [org.kisc]
+    stakeholders: [org.vdaa, org.km, org.lnb]
+    depends_on: [rm.001.foundation-governance]
+    outputs:
+      - "Vienots autentifikācijas risinājums e-pakalpojumiem"
+      - "Piekļuves tiesību modelis (RBAC/ABAC) jomas datos un sistēmās"
+
+  - id: rm.004.integration-layer
+    title: "Integrācijas slāņa sakārtošana un standartizācija (DAGR, API pārvaldība)"
+    timeframe: "2025–2026"
+    description: >
+      Sakārtot integrācijas arhitektūru (API vadlīnijas, datu apmaiņas formāti, notikumu plūsmas),
+      kur lietderīgi izmantojot koplietošanas platformas (DAGR) un definējot integrācijas standartus jomā.
+    owner_orgs: [org.kisc]
+    stakeholders: [org.vdaa, org.lnb, org.lna, org.nkmp]
+    depends_on: [rm.002.catalogs-registers]
+    outputs:
+      - "API standarti un integrāciju vadlīnijas"
+      - "Prioritāro integrāciju ieviešanas plāns"
+
+  - id: rm.005.digital-objects-lifecycle
+    title: "Digitālo objektu dzīves cikla pārvaldība un ilgtermiņa saglabāšana (arhivēšana)"
+    timeframe: "2026–2027"
+    description: >
+      Definēt digitālo objektu (DO) dzīves cikla procesus (izveide, glabāšana, piekļuve, publicēšana, arhivēšana),
+      un saskaņot ar vienoto ilgtermiņa saglabāšanas (arhivēšanas) risinājuma virzienu.
+    owner_orgs: [org.km, org.kisc]
+    stakeholders: [org.lna, org.varam, org.lnb]
+    depends_on: [rm.001.foundation-governance, rm.004.integration-layer]
+    outputs:
+      - "Digitālo objektu dzīves cikla procesi"
+      - "Arhivēšanas prasības un integrācijas prasības"
+
+  - id: rm.006.open-data-products
+    title: "Atvērto datu un datu produktu pieeja kultūras datiem"
+    timeframe: "2026"
+    description: >
+      Izveidot datu produktu pieeju (dataset/data product), definējot publicēšanas, licencēšanas, kvalitātes un
+      metadatu prasības, kā arī publicēšanas kanālus (Atvērto datu portāls).
+    owner_orgs: [org.kisc]
+    stakeholders: [org.vdaa, org.lnb, org.csp]
+    depends_on: [rm.002.catalogs-registers, rm.004.integration-layer]
+    outputs:
+      - "Datu produktu katalogs"
+      - "Publicēšanas un licencēšanas vadlīnijas"
+      - "Publicēšanas plūsma uz Atvērto datu portālu"
+
+  - id: rm.007.culture-analytics
+    title: "Kultūras nozares statistikas un analītikas risinājuma attīstība (ar CSP)"
+    timeframe: "2026–2027"
+    description: >
+      Attīstīt kultūras statistikas datu analītiku, saskaņojot indikatorus un datu avotus, kā arī nodrošinot
+      datu kvalitāti un regulāru atjaunošanu.
+    owner_orgs: [org.km, org.kisc]
+    stakeholders: [org.csp, org.lnb]
+    depends_on: [rm.006.open-data-products]
+    outputs:
+      - "Indikatoru un datu avotu kartējums"
+      - "Analītikas datu plūsmas un atskaites"
+
+  - id: rm.008.map-adaptation
+    title: "MAP platformas pielāgošana NKC/VKKF procesiem (sadarbībā ar IeM IC)"
+    timeframe: "2025–2026"
+    description: >
+      Nodrošināt MAP pielāgošanu kultūras finansējuma procesu vajadzībām (NKC, VKKF), definējot integrācijas
+      ar datu avotiem un e-pakalpojumiem.
+    owner_orgs: [org.iem_ic]
+    stakeholders: [org.nkc, org.vkkf, org.kisc]
+    depends_on: [rm.004.integration-layer]
+    outputs:
+      - "Pielāgota MAP funkcionalitāte"
+      - "Integrāciju specifikācijas ar saistītajiem datiem/pakalpojumiem"
+
+  - id: rm.009.language-tech-platform
+    title: "Valodu tehnoloģiju koplietošanas rīku un platformas attīstība (LNB koordinācija)"
+    timeframe: "2025–2027"
+    description: >
+      Attīstīt valodu tehnoloģiju koplietošanas risinājumus, t.sk. datu kopu pārvaldību, sagatavošanu (anonimizāciju),
+      piekļuves režīmus un modeļa izmantošanas vadlīnijas, nodrošinot atbilstību (GDPR, AI Act, autortiesības).
+    owner_orgs: [org.lnb]
+    stakeholders: [org.kisc, org.lumii, org.tm, org.vvc, org.lva, org.ta, org.lang_data_holders]
+    depends_on: [rm.001.foundation-governance, rm.003.identity-access]
+    outputs:
+      - "Datu kopu katalogs valodu modelim"
+      - "Datu sagatavošanas/anonimizācijas process"
+      - "Modeļa izmantošanas un piekļuves vadlīnijas"
+
+  - id: rm.010.security-hardening
+    title: "Kiberdrošības prasību ieviešana un noturības celšana jomas IS"
+    timeframe: "2025–2027"
+    description: >
+      Ieviest drošības pārvaldības minimumu (risk management, incident response, auditi, piekļuves kontrole),
+      saskaņā ar NIS2 un nacionālajām prasībām, tostarp piegādes ķēdes risku vadību.
+    owner_orgs: [org.kisc]
+    stakeholders: [org.km, org.lnb, org.vdaa]
+    depends_on: [rm.001.foundation-governance]
+    outputs:
+      - "Drošības prasību kopums un kontroles"
+      - "Incidentu vadības un uzraudzības kārtība"
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/09-risks/risks.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/09-risks/risks.yaml
new file mode 100644
index 0000000..ecc4de4
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/09-risks/risks.yaml
@@ -0,0 +1,104 @@
+items:
+  - id: risk.001.governance-fragmentation
+    risk: "Sadrumstalota pārvaldība un neskaidrs atbildību sadalījums starp institūcijām"
+    likelihood: "medium"
+    impact: "high"
+    symptoms:
+      - "Lēna lēmumu pieņemšana"
+      - "Atšķirīgas pieejas integrācijām un datiem"
+    mitigation:
+      - "Apstiprināt pārvaldības modeli un demarkācijas punktus"
+      - "Noteikt arhitektūras principus kā obligātus"
+    owner_orgs: [org.km, org.kisc]
+    related_roadmap: [rm.001.foundation-governance]
+
+  - id: risk.002.data-quality
+    risk: "Nepietiekama datu kvalitāte, metadati un datu saskaņotība"
+    likelihood: "high"
+    impact: "high"
+    symptoms:
+      - "Nekonsekventi identifikatori digitālajiem objektiem"
+      - "Atšķirīgi klasifikatori un metadatu lauki"
+    mitigation:
+      - "Datu pārvaldības noteikumi (quality gates, metadatu standarti)"
+      - "Vienots katalogs un validācijas noteikumi"
+    owner_orgs: [org.kisc]
+    related_roadmap: [rm.001.foundation-governance, rm.002.catalogs-registers]
+
+  - id: risk.003.legal-copyright
+    risk: "Autortiesību un licencēšanas ierobežojumi kavē digitālo objektu izmantošanu un publicēšanu"
+    likelihood: "medium"
+    impact: "high"
+    symptoms:
+      - "Nevar publicēt vai dalīties ar digitālajiem objektiem"
+      - "Neskaidrības par TDM (teksta un datu ieguves) iespējām"
+    mitigation:
+      - "Legal view uzturēšana, licenču tipizācija un vadlīnijas"
+      - "Publicēšanas režīmi (publisks/ierobežots/iekšējs)"
+    owner_orgs: [org.km]
+    related_roadmap: [rm.006.open-data-products, rm.005.digital-objects-lifecycle]
+
+  - id: risk.004.privacy-gdpr
+    risk: "Personas datu aizsardzības (GDPR) riski datu kopu publicēšanā un valodu modeļa apmācībā"
+    likelihood: "high"
+    impact: "high"
+    symptoms:
+      - "Datu noplūdes vai neatbilstoša apstrāde"
+      - "Datu subjektu sūdzības"
+    mitigation:
+      - "Anonimizācijas process un rīku izmantošana (TA)"
+      - "Datu piekļuves režīmi un auditēšana"
+    owner_orgs: [org.kisc, org.lnb]
+    related_roadmap: [rm.009.language-tech-platform, rm.003.identity-access]
+
+  - id: risk.005.security-nis2
+    risk: "Kiberdrošības prasību neizpilde (NIS2/nacionālās prasības) palielina incidentu un pakalpojumu pārtraukumu risku"
+    likelihood: "medium"
+    impact: "high"
+    symptoms:
+      - "Incidenti bez centralizētas uzraudzības"
+      - "Neatbilstoša piekļuves kontrole vai konfigurācijas pārvaldība"
+    mitigation:
+      - "Drošības kontroles, incident response, regulāri auditi"
+      - "Piegādes ķēdes risku izvērtējumi"
+    owner_orgs: [org.kisc]
+    related_roadmap: [rm.010.security-hardening]
+
+  - id: risk.006.dependency-shared-platforms
+    risk: "Atkarība no koplietošanas platformām (VPM, DAGR, Atvērto datu portāls) un to izmaiņu grafikiem"
+    likelihood: "medium"
+    impact: "medium"
+    symptoms:
+      - "Integrāciju ieviešanas kavēšanās"
+      - "Neparedzētas izmaiņas interfeisos"
+    mitigation:
+      - "Sadarbības darba kārtība ar VDAA"
+      - "API līgumi un versēšana"
+    owner_orgs: [org.kisc]
+    related_roadmap: [rm.004.integration-layer, rm.003.identity-access]
+
+  - id: risk.007.capacity-skills
+    risk: "Nepietiekama kapacitāte un kompetences (datu arhitektūra, integrācijas, MI/valodu tehnoloģijas)"
+    likelihood: "high"
+    impact: "medium"
+    symptoms:
+      - "Ilgi ieviešanas termiņi"
+      - "Atkarība no viena piegādātāja/eksperta"
+    mitigation:
+      - "Kompetenču plāns un apmācības"
+      - "Pārnesamas dokumentācijas un reģistru disciplīna"
+    owner_orgs: [org.km, org.kisc, org.lnb]
+    related_roadmap: [rm.001.foundation-governance, rm.009.language-tech-platform]
+
+  - id: risk.008.change-management
+    risk: "Zema lietotāju iesaiste un izmaiņu vadības trūkumi kavē risinājumu pieņemšanu"
+    likelihood: "medium"
+    impact: "medium"
+    symptoms:
+      - "Risinājumi netiek izmantoti"
+      - "Paralēlas manuālās prakses saglabājas"
+    mitigation:
+      - "Ieviešanas komunikācijas plāns"
+      - "Pilotēšana un pakāpeniska ieviešana"
+    owner_orgs: [org.km, org.kisc]
+    related_roadmap: [rm.001.foundation-governance]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/10-catalog/as-is-components.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/10-catalog/as-is-components.yaml
new file mode 100644
index 0000000..2d8be81
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/10-catalog/as-is-components.yaml
@@ -0,0 +1 @@
+items: []
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/99-relations/edges.yaml b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/99-relations/edges.yaml
new file mode 100644
index 0000000..6c48644
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/registers/99-relations/edges.yaml
@@ -0,0 +1,286 @@
+edges:
+- from: domain.kultura-valoda
+  type: has_goal
+  to: goal.m1
+- from: domain.kultura-valoda
+  type: has_goal
+  to: goal.m2
+- from: domain.kultura-valoda
+  type: has_goal
+  to: goal.m3
+- from: domain.kultura-valoda
+  type: has_goal
+  to: goal.m4
+- from: domain.kultura-valoda
+  type: has_goal
+  to: goal.m5
+- from: domain.kultura-valoda
+  type: has_goal
+  to: goal.m6
+- from: domain.kultura-valoda
+  type: has_function
+  to: func.01
+- from: domain.kultura-valoda
+  type: has_function
+  to: func.02
+- from: domain.kultura-valoda
+  type: has_function
+  to: func.03
+- from: domain.kultura-valoda
+  type: has_function
+  to: func.04
+- from: domain.kultura-valoda
+  type: has_function
+  to: func.05
+- from: domain.kultura-valoda
+  type: has_function
+  to: func.06
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.01
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.02
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.03
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.04
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.05
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.06
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.07
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.08
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.09
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.10
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.11
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.12
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.13
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.14
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.15
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.kultura.16
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.01
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.02
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.03
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.04
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.05
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.06
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.07
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.08
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.09
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.10
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.11
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.12
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.13
+- from: domain.kultura-valoda
+  type: has_service
+  to: svc.valoda.14
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.01
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.02
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.03
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.04
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.05
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.06
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.07
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.08
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.09
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.10
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.11
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.12
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.13
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.14
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.kultura.15
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.01
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.02
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.03
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.04
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.05
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.06
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.07
+- from: domain.kultura-valoda
+  type: has_information_resource
+  to: ir.valoda.08
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.01
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.02
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.03
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.04
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.05
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.06
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.07
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.08
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.09
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.10
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.11
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.12
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.13
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.14
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.15
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.16
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.17
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.21
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.kultura.22
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.01
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.02
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.03
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.04
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.05
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.06
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.07
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.08
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.09
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.10
+- from: domain.kultura-valoda
+  type: has_system
+  to: sys.valoda.11
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/01-ievads.md b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/01-ievads.md
new file mode 100644
index 0000000..8fa33bd
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/01-ievads.md
@@ -0,0 +1,25 @@
+# 1. Ievads
+
+## 1.1. Dokumenta nolūks un mērķauditorija
+Dokuments apraksta Kultūras un valodu tehnoloģiju jomas mērķarhitektūru un tās attīstības virzienus.
+Mērķauditorija: jomas politikas un pārvaldības iesaistītās puses, sistēmu turētāji/uzturētāji, ieviesēji,
+kā arī arhitektūras pārvaldības struktūras.
+
+## 1.2. Domēna arhitektūras tvērums
+Joma ietver:
+- Kultūras apakšjomu
+- Valodu tehnoloģiju apakšjomu
+
+Tvērumā ietilpst:
+- funkcijas un pakalpojumi
+- informācijas resursi (datu kopas)
+- informācijas sistēmas un integrācijas
+- infrastruktūras un drošības apsvērumi
+- ieviešanas ceļa karte un riski
+
+## 1.3. Termini un saīsinājumi
+Termini: `registers/00-meta/terms.yaml`  
+Saīsinājumi: `registers/00-meta/abbreviations.yaml`
+
+## 1.4. Saistītie dokumenti
+Saistītie dokumenti (reģistrs): `registers/00-meta/related-documents.yaml`
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/02-esosas-arhitekturas-novertejums.md b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/02-esosas-arhitekturas-novertejums.md
new file mode 100644
index 0000000..99dec70
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/02-esosas-arhitekturas-novertejums.md
@@ -0,0 +1,10 @@
+# 2. Domēna esošās arhitektūras novērtējums
+
+Esošās arhitektūras novērtējums tiek uzturēts SWOT formā.
+
+SWOT reģistrs: `registers/01-as-is/swot.yaml`
+
+PIEZĪME:
+Esošās arhitektūras komponentes (pakalpojumi, IKT risinājumi u.c.) jāuzskaita un jāuztur kā katalogs.
+Repo pielikumā tiek uzturēts “komponentu katalogs” mašīnlasāmā formā:
+`registers/10-catalog/as-is-components.yaml`
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/03-merki-un-principi.md b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/03-merki-un-principi.md
new file mode 100644
index 0000000..8f47828
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/03-merki-un-principi.md
@@ -0,0 +1,11 @@
+# 3. Domēna attīstības mērķi un principi
+
+## 3.1. Domēna attīstības mērķi
+Mērķi M1–M6 (reģistri): `registers/02-goals/`
+
+## 3.2. Domēna attīstības principi
+Domēna principi: `registers/00-meta/principles.yaml`
+
+## 3.3. Principu kartējums
+Kartējums (domēna principi → nacionālie principi / prasību virzieni):
+`registers/00-meta/principles-map.yaml`
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/04-merk-arhitektura.md b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/04-merk-arhitektura.md
new file mode 100644
index 0000000..a15ea72
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/04-merk-arhitektura.md
@@ -0,0 +1,40 @@
+# 4. Domēna mērķarhitektūra
+
+## 4.1. Juridiskais skats
+Juridiskais skats tiek uzturēts kā atsevišķs reģistrs (grupēts pa tēmām):
+`registers/00-meta/legal-acts.yaml`
+
+Papildus informācijai un atsaucēm:
+`registers/00-meta/related-documents.yaml`
+
+## 4.2. Organizācijas skats
+
+### 4.2.1. Funkcijas
+Reģistrs: `registers/04-functions/functions.yaml`  
+Diagramma (TODO): `diagrams/TODO-01-funkcijas.mmd`
+
+### 4.2.2. Pakalpojumi
+Kultūras apakšjoma: `registers/05-services/kultura-services.yaml`  
+Valodu tehnoloģiju apakšjoma: `registers/05-services/valoda-services.yaml`  
+Diagramma (TODO): `diagrams/TODO-02-pakalpojumi.mmd`
+
+## 4.3. Semantiskais skats
+
+### 4.3.1. Informācijas resursi
+Kultūras apakšjoma: `registers/06-information-resources/kultura-info-resources.yaml`  
+Valodu tehnoloģiju apakšjoma: `registers/06-information-resources/valoda-info-resources.yaml`  
+Diagramma (TODO): `diagrams/TODO-03-informacijas-resursi.mmd`
+
+## 4.4. Tehniskais skats
+
+### 4.4.1. Informācijas sistēmas
+Kultūras apakšjoma: `registers/07-systems/kultura-systems.yaml`  
+Valodu tehnoloģiju apakšjoma: `registers/07-systems/valoda-systems.yaml`  
+Diagramma (TODO): `diagrams/TODO-04-informacijas-sistemas.mmd`
+
+### 4.4.2. IS sadarbība un integrācijas
+Diagramma (TODO): `diagrams/TODO-05-integracijas.mmd`
+
+### 4.4.3. IKT infrastruktūra
+POC līmenī infrastruktūra tiek uzturēta kā principi + riski + ceļa kartes pasākumi.
+Nākamajā iterācijā infrastruktūru iznes uz atsevišķu reģistru.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/05-cela-karte.md b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/05-cela-karte.md
new file mode 100644
index 0000000..259dd46
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/05-cela-karte.md
@@ -0,0 +1,14 @@
+# 5. Domēna mērķarhitektūras ieviešanas ceļa karte
+
+## 5.1. Pasākumu plāns
+Reģistrs: `registers/08-roadmap/roadmap.yaml`
+
+## 5.2. Mijiedarbība ar citām jomām
+Mijiedarbība ar citām jomām tiek uzturēta kā atsevišķs reģistrs:
+`registers/08-roadmap/interactions.yaml`
+
+Papildus (zema līmeņa relācijas POC vajadzībām):
+`registers/99-relations/edges.yaml`
+
+## 5.3. Riski
+Reģistrs: `registers/09-risks/risks.yaml`
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/06-pielikums-komponentu-katalogs.md b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/06-pielikums-komponentu-katalogs.md
new file mode 100644
index 0000000..868ad2a
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/kultura-valoda/views/06-pielikums-komponentu-katalogs.md
@@ -0,0 +1,6 @@
+# 6. Pielikums: esošās arhitektūras komponentu katalogs
+
+Esošās arhitektūras komponentes tiek uzturētas kā mašīnlasāms katalogs:
+`registers/10-catalog/as-is-components.yaml`
+
+Šis katalogs kalpo kā “as-is” bāze pārejai uz mērķarhitektūru.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/domains/placeholder.git b/ikt-arh-kultura-valodu-tehnologijas/domains/placeholder.git
new file mode 100644
index 0000000..f6e8391
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/domains/placeholder.git
@@ -0,0 +1 @@
+placeholder.git
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/Dockerfile b/ikt-arh-kultura-valodu-tehnologijas/mcp/Dockerfile
new file mode 100644
index 0000000..103d20b
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/Dockerfile
@@ -0,0 +1,19 @@
+FROM node:20-alpine
+
+WORKDIR /app
+
+# Copy MCP server code
+COPY mcp/package.json mcp/tsconfig.json /app/mcp/
+COPY mcp/src /app/mcp/src
+
+# Copy architecture data (SSOT)
+COPY domains /app/domains
+
+WORKDIR /app/mcp
+RUN npm ci || npm install
+RUN npm run build
+
+ENV ARCH_ROOT=/app/domains
+EXPOSE 8787
+
+CMD ["npm", "run", "start"]
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/package-lock.json b/ikt-arh-kultura-valodu-tehnologijas/mcp/package-lock.json
new file mode 100644
index 0000000..4bed118
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/package-lock.json
@@ -0,0 +1,2119 @@
+{
+  "name": "kisc-arch-mcp",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "kisc-arch-mcp",
+      "version": "0.1.0",
+      "dependencies": {
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+      },
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+      "dev": true,
+      "license": "MIT"
+    },
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+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
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+      "license": "ISC",
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+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/package.json b/ikt-arh-kultura-valodu-tehnologijas/mcp/package.json
new file mode 100644
index 0000000..926ff0b
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/package.json
@@ -0,0 +1,27 @@
+{
+  "name": "kisc-arch-mcp",
+  "version": "0.1.0",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "build": "tsc -p tsconfig.json",
+    "start": "node dist/index.js",
+    "gen:doc": "ts-node src/generateDoc.ts"
+  },
+  "dependencies": {
+    "@modelcontextprotocol/sdk": "^1.0.4",
+    "dotenv": "^16.6.1",
+    "express": "^4.21.2",
+    "fast-glob": "^3.3.2",
+    "jose": "^5.10.0",
+    "js-yaml": "^4.1.0",
+    "zod": "^3.23.8"
+  },
+  "devDependencies": {
+    "@types/express": "^4.17.21",
+    "@types/js-yaml": "^4.0.9",
+    "@types/node": "^20.17.0",
+    "ts-node": "^10.9.2",
+    "typescript": "^5.6.3"
+  }
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/generateDoc.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/generateDoc.ts
new file mode 100644
index 0000000..df8aa89
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/generateDoc.ts
@@ -0,0 +1,285 @@
+import fs from "node:fs/promises";
+import path from "node:path";
+import yaml from "js-yaml";
+
+type AnyObj = Record<string, any>;
+
+const REPO_ROOT = process.env.REPO_ROOT || path.resolve(__dirname, "../../");
+const DOMAIN_DIR = process.env.DOMAIN_DIR || "domains/kultura-valoda";
+const OUT_FILE = process.env.OUT_FILE || "KISC-merkarhitektura-apraksts.md";
+
+async function readText(rel: string): Promise<string> {
+  const abs = path.join(REPO_ROOT, rel);
+  return fs.readFile(abs, "utf-8");
+}
+
+async function readYaml(rel: string): Promise<AnyObj> {
+  const abs = path.join(REPO_ROOT, rel);
+  const raw = await fs.readFile(abs, "utf-8");
+  const obj = yaml.load(raw);
+  if (!obj || typeof obj !== "object") return {};
+  return obj as AnyObj;
+}
+
+function mdEscape(s: any): string {
+  const t = (s ?? "").toString();
+  return t.replace(/\r?\n/g, " ").replace(/\|/g, "\\|").trim();
+}
+
+function mdTable(headers: string[], rows: string[][]): string {
+  const h = `| ${headers.join(" | ")} |`;
+  const sep = `| ${headers.map(() => "---").join(" | ")} |`;
+  const body = rows.map((r) => `| ${r.join(" | ")} |`).join("\n");
+  return [h, sep, body].filter(Boolean).join("\n");
+}
+
+function isRegisterRefLine(line: string): string | null {
+  // Matches: `registers/..../file.yaml` or `registers/..../file.yml`
+  const m = line.match(/`(registers\/[^`]+\.(yaml|yml))`/i);
+  return m?.[1] ?? null;
+}
+
+function isDiagramRefLine(line: string): string | null {
+  const m = line.match(/`(diagrams\/[^`]+\.(mmd|png|svg|pdf))`/i);
+  return m?.[1] ?? null;
+}
+
+function renderAbbreviations(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  const rows = items.map((it: any) => [mdEscape(it.abbr), mdEscape(it.meaning)]);
+  return mdTable(["Saīsinājums", "Nozīme"], rows);
+}
+
+function renderTerms(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  // Accept both {term, meaning} and {name, definition}
+  const rows = items.map((it: any) => [
+    mdEscape(it.term ?? it.name ?? it.id ?? ""),
+    mdEscape(it.meaning ?? it.definition ?? it.description ?? ""),
+  ]);
+  return mdTable(["Termins", "Skaidrojums"], rows);
+}
+
+function renderRelatedDocs(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  const rows = items.map((it: any) => [
+    mdEscape(it.id),
+    mdEscape(it.title),
+    mdEscape(it.date ?? ""),
+    mdEscape(it.type ?? ""),
+    mdEscape(it.relevance ?? ""),
+  ]);
+  return mdTable(["ID", "Nosaukums", "Datums", "Veids", "Saistība / nozīme"], rows);
+}
+
+function renderOrganizations(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  const rows = items.map((it: any) => [
+    mdEscape(it.id),
+    mdEscape(it.title),
+    mdEscape(it.role ?? ""),
+    mdEscape(Array.isArray(it.responsibilities) ? it.responsibilities.join("; ") : ""),
+    mdEscape(it.status ?? ""),
+  ]);
+  return mdTable(["ID", "Organizācija", "Loma", "Atbildība (kopsavilkums)", "Statuss"], rows);
+}
+
+function renderGenericItemsTable(obj: AnyObj, preferredCols: string[] | null = null): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  if (!items.length) return "_(tukšs reģistrs)_";
+
+  const allKeys = new Set<string>();
+  for (const it of items) {
+    if (it && typeof it === "object") Object.keys(it).forEach((k) => allKeys.add(k));
+  }
+
+  const cols = preferredCols
+    ? preferredCols.filter((c) => allKeys.has(c)).concat([...allKeys].filter((k) => !preferredCols.includes(k)))
+    : [...allKeys];
+
+  const headers = cols.map((c) => c);
+  const rows = items.map((it: any) =>
+    cols.map((c) => {
+      const v = it?.[c];
+      if (Array.isArray(v)) return mdEscape(v.join(", "));
+      if (v && typeof v === "object") return mdEscape(JSON.stringify(v));
+      return mdEscape(v ?? "");
+    })
+  );
+
+  return mdTable(headers, rows);
+}
+
+function renderLegalActs(obj: AnyObj): string {
+  const groups = Array.isArray(obj.groups) ? obj.groups : [];
+  if (!groups.length) return "_(tukšs reģistrs)_";
+
+  const out: string[] = [];
+  for (const g of groups) {
+    out.push(`### ${mdEscape(g.title ?? g.id ?? "")}`.trim());
+    const items = Array.isArray(g.items) ? g.items : [];
+    if (!items.length) {
+      out.push("_(nav ierakstu)_");
+      out.push("");
+      continue;
+    }
+    for (const it of items) {
+      const ref = mdEscape(it.ref ?? "");
+      const notes = mdEscape(it.notes ?? "");
+      out.push(`- **${ref}** — ${notes}`.trim());
+    }
+    out.push("");
+  }
+  return out.join("\n").trim();
+}
+
+function renderRoadmap(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  if (!items.length) return "_(tukšs reģistrs)_";
+
+  const rows = items.map((it: any) => [
+    mdEscape(it.id),
+    mdEscape(it.title),
+    mdEscape(it.timeframe ?? ""),
+    mdEscape(Array.isArray(it.owner_orgs) ? it.owner_orgs.join(", ") : ""),
+    mdEscape(Array.isArray(it.depends_on) ? it.depends_on.join(", ") : ""),
+    mdEscape(Array.isArray(it.outputs) ? it.outputs.join("; ") : ""),
+  ]);
+
+  return mdTable(["ID", "Pasākums", "Laika posms", "Atbildīgie", "Atkarības", "Rezultāti"], rows);
+}
+
+function renderRisks(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  if (!items.length) return "_(tukšs reģistrs)_";
+
+  const rows = items.map((it: any) => [
+    mdEscape(it.id),
+    mdEscape(it.risk),
+    mdEscape(it.likelihood ?? ""),
+    mdEscape(it.impact ?? ""),
+    mdEscape(Array.isArray(it.mitigation) ? it.mitigation.join("; ") : it.mitigation ?? ""),
+    mdEscape(Array.isArray(it.owner_orgs) ? it.owner_orgs.join(", ") : ""),
+  ]);
+
+  return mdTable(["ID", "Risks", "Varbūtība", "Ietekme", "Mazināšana", "Atbildīgie"], rows);
+}
+
+function renderInteractions(obj: AnyObj): string {
+  const items = Array.isArray(obj.items) ? obj.items : [];
+  if (!items.length) return "_(tukšs reģistrs)_";
+
+  const out: string[] = [];
+  for (const it of items) {
+    out.push(`### ${mdEscape(it.title ?? it.id ?? "")}`.trim());
+    out.push(`- **ID:** ${mdEscape(it.id)}`);
+    out.push(`- **Tips:** ${mdEscape(it.interaction_type ?? "")}`);
+    out.push(`- **Pretējā puse:** ${mdEscape(it.counterpart ?? "")}`);
+    if (Array.isArray(it.components) && it.components.length) {
+      out.push(`- **Komponentes:** ${mdEscape(it.components.join(", "))}`);
+    }
+    if (it.why_it_matters) {
+      out.push(`- **Kāpēc svarīgi:** ${mdEscape(it.why_it_matters)}`);
+    }
+    if (Array.isArray(it.requirements) && it.requirements.length) {
+      out.push(`- **Prasības:** ${mdEscape(it.requirements.join("; "))}`);
+    }
+    out.push("");
+  }
+  return out.join("\n").trim();
+}
+
+function renderRegisterByPath(relRegisterPathFromDomain: string, domainRoot: string): Promise<string> {
+  const fullRel = path.posix.join(domainRoot, relRegisterPathFromDomain);
+  return (async () => {
+    const obj = await readYaml(fullRel);
+
+    // Render by filename conventions
+    const file = relRegisterPathFromDomain.replace(/\\/g, "/");
+
+    if (file.endsWith("abbreviations.yaml") || file.endsWith("abbreviations.yml")) return renderAbbreviations(obj);
+    if (file.endsWith("terms.yaml") || file.endsWith("terms.yml")) return renderTerms(obj);
+    if (file.endsWith("related-documents.yaml") || file.endsWith("related-documents.yml")) return renderRelatedDocs(obj);
+    if (file.endsWith("organizations.yaml") || file.endsWith("organizations.yml")) return renderOrganizations(obj);
+    if (file.endsWith("legal-acts.yaml") || file.endsWith("legal-acts.yml")) return renderLegalActs(obj);
+    if (file.endsWith("roadmap.yaml") || file.endsWith("roadmap.yml")) return renderRoadmap(obj);
+    if (file.endsWith("risks.yaml") || file.endsWith("risks.yml")) return renderRisks(obj);
+    if (file.endsWith("interactions.yaml") || file.endsWith("interactions.yml")) return renderInteractions(obj);
+
+    // Known item-heavy registers: functions/services/info-resources/systems: use a nicer preferred order
+    const preferred = (() => {
+      if (file.includes("/04-functions/")) return ["id", "subdomain", "name", "change_status", "change_description"];
+      if (file.includes("/05-services/")) return ["id", "subdomain", "name", "change_status", "change_description"];
+      if (file.includes("/06-information-resources/"))
+        return ["id", "subdomain", "name", "type", "owner", "change_status", "change_description"];
+      if (file.includes("/07-systems/")) return ["id", "subdomain", "name", "owner", "change_status", "change_description"];
+      return null;
+    })();
+
+    return renderGenericItemsTable(obj, preferred);
+  })();
+}
+
+async function build() {
+  const domainRoot = DOMAIN_DIR.replace(/\\/g, "/");
+  const manifestRel = path.posix.join(domainRoot, "manifest.yaml");
+  const manifest = await readYaml(manifestRel);
+
+  if (!Array.isArray(manifest.views)) {
+    throw new Error(`manifest.yaml missing 'views' array: ${manifestRel}`);
+  }
+
+  const pieces: string[] = [];
+  pieces.push(`# ${manifest.title ?? "Dokuments"}`);
+  if (manifest.version) pieces.push(`\n_Versija: ${manifest.version}_\n`);
+
+  for (const v of manifest.views) {
+    const viewFile = v?.file;
+    if (!viewFile) continue;
+
+    const viewRel = path.posix.join(domainRoot, viewFile);
+    let md = await readText(viewRel);
+
+    const outLines: string[] = [];
+    const lines = md.split(/\r?\n/);
+
+    for (const line of lines) {
+      const regRef = isRegisterRefLine(line);
+      const diagramRef = isDiagramRefLine(line);
+
+      if (regRef) {
+        // keep the original line, then render the register below it
+        outLines.push(line);
+        const rendered = await renderRegisterByPath(regRef, domainRoot);
+        outLines.push("");
+        outLines.push(rendered);
+        outLines.push("");
+        continue;
+      }
+
+      if (diagramRef) {
+        // keep diagram placeholder as-is (per your rule)
+        outLines.push(line);
+        continue;
+      }
+
+      outLines.push(line);
+    }
+
+    pieces.push(outLines.join("\n").trimEnd());
+    pieces.push(""); // spacing between views
+  }
+
+  const finalMd = pieces.join("\n").replace(/\n{3,}/g, "\n\n").trim() + "\n";
+  const outAbs = path.join(REPO_ROOT, OUT_FILE);
+  await fs.writeFile(outAbs, finalMd, "utf-8");
+
+  // eslint-disable-next-line no-console
+  console.log(`OK: generated ${OUT_FILE}`);
+}
+
+build().catch((e) => {
+  // eslint-disable-next-line no-console
+  console.error(e);
+  process.exit(1);
+});
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/index.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/index.ts
new file mode 100644
index 0000000..fef00f9
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/index.ts
@@ -0,0 +1,1730 @@
+import "dotenv/config";
+import express from "express";
+import { randomUUID, createHash, createPrivateKey, createPublicKey } from "node:crypto";
+import fs from "node:fs/promises";
+import path from "node:path";
+import fg from "fast-glob";
+import yaml from "js-yaml";
+import { createRemoteJWKSet, jwtVerify, SignJWT, exportJWK, generateKeyPair, importJWK, type KeyLike, type JWK } from "jose";
+import { z } from "zod";
+
+import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
+import { StreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/streamableHttp.js";
+import { isInitializeRequest, InitializeRequestSchema, ListResourcesRequestSchema, ReadResourceRequestSchema } from "@modelcontextprotocol/sdk/types.js";
+
+import { getIndex, reload } from "./repo/index.js";
+import type { RepoIndex } from "./repo/types.js";
+
+const PORT = Number(process.env.MCP_PORT || process.env.PORT || 8787);
+const HOST = process.env.MCP_HOST || "0.0.0.0";
+
+// Repo root is mounted at /repo inside docker (see Dockerfile); allow override for local dev.
+const REPO_ROOT = process.env.REPO_ROOT || "/repo";
+const AUTH_REQUIRED = (process.env.AUTH_REQUIRED || "false").toLowerCase() === "true";
+const AUTH_MODE = (process.env.AUTH_MODE || "both").toLowerCase(); // "both" | "jwks" | "static"
+const OAUTH_JWKS_URL = process.env.OAUTH_JWKS_URL || "";
+const OAUTH_ISSUER = process.env.OAUTH_ISSUER || "";
+const OAUTH_AUDIENCE = process.env.OAUTH_AUDIENCE || "";
+const STATIC_BEARER_TOKEN = process.env.STATIC_BEARER_TOKEN || "";
+
+// Built-in OAuth settings
+const OAUTH_CLIENT_ID = process.env.OAUTH_CLIENT_ID || "";
+const OAUTH_CLIENT_SECRET = process.env.OAUTH_CLIENT_SECRET || "";
+
+// Fixed login credentials for the built-in authorization page
+const OAUTH_LOGIN_USERNAME = process.env.OAUTH_LOGIN_USERNAME || "admin";
+const OAUTH_LOGIN_PASSWORD = process.env.OAUTH_LOGIN_PASSWORD || "change-me";
+
+// Server public URL (used for OAuth metadata discovery)
+const SERVER_PUBLIC_URL = process.env.SERVER_PUBLIC_URL || `http://localhost:${PORT}`;
+
+const useJwks = AUTH_MODE === "jwks" || AUTH_MODE === "both";
+const useStatic = AUTH_MODE === "static" || AUTH_MODE === "both";
+
+// =============================================================================
+// Repository Index - Loads entities, edges, and text index at startup
+// =============================================================================
+let repoIndex: RepoIndex;
+
+function initRepoIndex() {
+  console.log("Loading repository index...");
+  try {
+    repoIndex = getIndex(REPO_ROOT);
+    console.log(`✅ Index loaded: ${repoIndex.entitiesById.size} entities, ${repoIndex.edges.length} edges`);
+  } catch (err) {
+    console.error("❌ Failed to load repository index:", err);
+    // Initialize empty index as fallback
+    repoIndex = {
+      entitiesById: new Map(),
+      edges: [],
+      textIndex: [],
+      resources: [],
+    };
+  }
+}
+
+// Initialize repository index synchronously at startup
+initRepoIndex();
+
+// --- Signing key (shared by all OAuth flows) ---
+let signingKey: KeyLike | null = null;
+let publicJwk: JWK;
+const TOKEN_TTL_SECONDS = 3600;
+
+async function initSigningKey() {
+  const { privateKey, publicKey } = await generateKeyPair("RS256");
+  signingKey = privateKey;
+  publicJwk = await exportJWK(publicKey);
+  publicJwk.kid = "mcp-builtin-1";
+  publicJwk.alg = "RS256";
+  publicJwk.use = "sig";
+}
+
+// =============================================================================
+// MCPF Trust Framework - Private Key for Response Signing
+// =============================================================================
+let mcpfPrivateKey: KeyLike | null = null;
+let mcpfPublicKey: JWK | null = null;
+
+async function initMcpfKeys() {
+  const privateKeyPem = process.env.MCPF_PRIVATE_KEY;
+  if (!privateKeyPem) {
+    console.warn("⚠️  MCPF_PRIVATE_KEY not found in .env - response signing disabled");
+    return;
+  }
+
+  try {
+    // Import PEM directly via node:crypto, then use as KeyLike with jose
+    mcpfPrivateKey = createPrivateKey(privateKeyPem);
+
+    const publicKeyPem = process.env.MCPF_PUBLIC_KEY;
+    if (publicKeyPem) {
+      mcpfPublicKey = await exportJWK(createPublicKey(publicKeyPem));
+    }
+
+    console.log("✅ MCPF signing key initialized");
+  } catch (error) {
+    console.error("❌ Failed to initialize MCPF signing key:", error);
+  }
+}
+
+// Always init signing key when auth is required (needed for auth code flow)
+if (AUTH_REQUIRED) {
+  initSigningKey().catch((err) =>
+    console.error("Failed to init signing key:", err)
+  );
+}
+
+// Init MCPF keys if configured
+if (AUTH_REQUIRED || process.env.MCPF_PRIVATE_KEY) {
+  initMcpfKeys().catch((err) => console.error("Failed to init MCPF keys:", err));
+}
+
+// --- External JWKS (for external IDP tokens) ---
+let externalJwks: ReturnType<typeof createRemoteJWKSet> | null = null;
+if (AUTH_REQUIRED && useJwks && OAUTH_JWKS_URL) {
+  externalJwks = createRemoteJWKSet(new URL(OAUTH_JWKS_URL));
+}
+
+// --- Dynamic Client Registration store (in-memory, RFC 7591) ---
+interface RegisteredClient {
+  client_id: string;
+  client_secret?: string;
+  client_name?: string;
+  redirect_uris: string[];
+  grant_types: string[];
+  response_types: string[];
+  token_endpoint_auth_method: string;
+  created_at: number;
+}
+const registeredClients = new Map<string, RegisteredClient>();
+
+// Pre-register the fixed machine-to-machine client if configured
+if (OAUTH_CLIENT_ID && OAUTH_CLIENT_SECRET) {
+  registeredClients.set(OAUTH_CLIENT_ID, {
+    client_id: OAUTH_CLIENT_ID,
+    client_secret: OAUTH_CLIENT_SECRET,
+    client_name: "MCP Service Account",
+    redirect_uris: [],
+    grant_types: ["client_credentials"],
+    response_types: [],
+    token_endpoint_auth_method: "client_secret_post",
+    created_at: Date.now(),
+  });
+}
+
+// --- Authorization code store (in-memory) ---
+interface AuthCode {
+  code: string;
+  client_id: string;
+  redirect_uri: string;
+  code_challenge: string;
+  code_challenge_method: string;
+  scope: string;
+  resource?: string;
+  expires_at: number;
+}
+const authCodes = new Map<string, AuthCode>();
+
+// --- Refresh token store ---
+interface RefreshEntry {
+  refresh_token: string;
+  client_id: string;
+  scope: string;
+  created_at: number;
+}
+const refreshTokens = new Map<string, RefreshEntry>();
+
+type AnyObj = Record<string, unknown>;
+
+function extractBearerToken(authHeader: string | undefined): string | null {
+  if (!authHeader) return null;
+  const match = authHeader.match(/^Bearer\s+(.+)$/i);
+  return match ? match[1] : null;
+}
+
+async function authMiddleware(
+  req: express.Request,
+  res: express.Response,
+  next: express.NextFunction
+) {
+  try {
+    if (!AUTH_REQUIRED) return next();
+
+    const token = extractBearerToken(req.headers.authorization);
+    if (!token) {
+      res
+        .status(401)
+        .setHeader(
+          "WWW-Authenticate",
+          `Bearer resource_metadata="${SERVER_PUBLIC_URL}/.well-known/oauth-protected-resource"`
+        )
+        .json({ error: "missing_bearer_token" });
+      return;
+    }
+
+    // --- Try static token first (fast path) ---
+    if (useStatic && STATIC_BEARER_TOKEN && token === STATIC_BEARER_TOKEN) {
+      return next();
+    }
+
+    // --- Try built-in signing key (auth code + client_credentials tokens) ---
+    if (publicJwk) {
+      try {
+        const key = await importJWK(publicJwk, "RS256");
+        await jwtVerify(token, key as KeyLike, {
+          issuer: "kisc-arch-mcp",
+          audience: "kisc-arch-mcp",
+        });
+        return next();
+      } catch {
+        // Not a built-in token — fall through to external JWKS
+      }
+    }
+
+    // --- Try external JWKS ---
+    if (useJwks && externalJwks) {
+      const verifyOpts: { issuer?: string; audience?: string } = {};
+      if (OAUTH_ISSUER) verifyOpts.issuer = OAUTH_ISSUER;
+      if (OAUTH_AUDIENCE) verifyOpts.audience = OAUTH_AUDIENCE;
+      await jwtVerify(token, externalJwks, verifyOpts);
+      return next();
+    }
+
+    res
+      .status(401)
+      .setHeader(
+        "WWW-Authenticate",
+        `Bearer resource_metadata="${SERVER_PUBLIC_URL}/.well-known/oauth-protected-resource"`
+      )
+      .json({ error: "invalid_token" });
+  } catch (error) {
+    res
+      .status(401)
+      .setHeader(
+        "WWW-Authenticate",
+        `Bearer resource_metadata="${SERVER_PUBLIC_URL}/.well-known/oauth-protected-resource"`
+      )
+      .json({ error: "unauthorized" });
+  }
+}
+
+async function loadYamlFile(filePath: string): Promise<AnyObj> {
+  const raw = await fs.readFile(filePath, "utf-8");
+  const obj = yaml.load(raw);
+  if (!obj || typeof obj !== "object") return {};
+  return obj as AnyObj;
+}
+
+async function listRegisterFiles(): Promise<string[]> {
+  const patterns = ["domains/**/registers/**/*.yml", "domains/**/registers/**/*.yaml", "domains/**/views/**/*.md"];
+  return fg(patterns, { cwd: REPO_ROOT, dot: false, onlyFiles: true });
+}
+
+function normalizeText(value: string): string {
+  return (value || "").toString().toLowerCase();
+}
+
+async function searchInRepo(
+  query: string,
+  limit = 25,
+  kind?: string,
+  subdomain?: string
+) {
+  const q = normalizeText(query);
+  if (!q) return [];
+
+  const hits: Array<{
+    id: string;
+    score: number;
+    kind: string;
+    subdomain?: string;
+    entity?: Record<string, unknown>;
+  }> = [];
+
+  // Search using the repo index's textIndex
+  for (const row of repoIndex.textIndex) {
+    if (kind && row.kind !== kind) continue;
+    if (subdomain && row.subdomain !== subdomain) continue;
+
+    // Score by substring occurrence count
+    let score = 0;
+    let pos = row.haystack.indexOf(q);
+    while (pos !== -1) {
+      score++;
+      pos = row.haystack.indexOf(q, pos + q.length);
+    }
+
+    if (score > 0) {
+      const entity = repoIndex.entitiesById.get(row.id);
+      hits.push({
+        id: row.id,
+        score,
+        kind: row.kind,
+        subdomain: row.subdomain,
+        entity: entity as Record<string, unknown> | undefined,
+      });
+    }
+  }
+
+  // Also search markdown views for fallback
+  const viewFiles = await fg(["domains/**/views/*.md"], {
+    cwd: REPO_ROOT,
+    onlyFiles: true,
+  });
+  for (const rel of viewFiles) {
+    const abs = path.join(REPO_ROOT, rel);
+    try {
+      const txt = await fs.readFile(abs, "utf-8");
+      const idx = normalizeText(txt).indexOf(q);
+      if (idx >= 0) {
+        const start = Math.max(0, idx - 80);
+        const end = Math.min(txt.length, idx + 160);
+        hits.push({
+          id: `view:${rel}`,
+          score: 1,
+          kind: "markdown",
+          subdomain: undefined,
+          entity: {
+            id: `view:${rel}`,
+            file: rel,
+            snippet: txt.slice(start, end).replace(/\s+/g, " ").trim(),
+          },
+        });
+      }
+    } catch {
+      // Skip unreadable files
+    }
+  }
+
+  hits.sort((a, b) => b.score - a.score);
+  return hits.slice(0, limit);
+}
+
+async function getEntityById(entityId: string) {
+  // First try the indexed lookup (fast O(1))
+  const entity = repoIndex.entitiesById.get(entityId);
+  if (entity) {
+    return {
+      id: entityId,
+      file: entity._source_path,
+      entity,
+    };
+  }
+
+  // Fallback to file scanning for entities not in index
+  const files = await fg(
+    ["domains/**/registers/**/*.yml", "domains/**/registers/**/*.yaml", "registers/**/*.yml", "registers/**/*.yaml"],
+    { cwd: REPO_ROOT, onlyFiles: true }
+  );
+
+  for (const rel of files) {
+    const abs = path.join(REPO_ROOT, rel);
+    const data = await loadYamlFile(abs);
+
+    const tryMatch = (obj: unknown): unknown | null => {
+      if (!obj) return null;
+
+      if (Array.isArray(obj)) {
+        return obj.find(
+          (item) => item && typeof item === "object" && (item as { id?: string }).id === entityId
+        );
+      }
+
+      if (typeof obj === "object") {
+        const record = obj as Record<string, unknown>;
+        if ((record.id as string | undefined) === entityId) return record;
+        if (Array.isArray(record.items)) {
+          return record.items.find(
+            (item) => item && typeof item === "object" && (item as { id?: string }).id === entityId
+          );
+        }
+        if (Object.prototype.hasOwnProperty.call(record, entityId)) {
+          return record[entityId];
+        }
+      }
+
+      return null;
+    };
+
+    const found = tryMatch(data);
+    if (found) {
+      return { id: entityId, file: rel, entity: found };
+    }
+  }
+
+  return null;
+}
+
+// =============================================================================
+// MCPF Trust Framework - Response Attestation
+// =============================================================================
+
+async function createResponseAttestation(
+  textContent: string,
+  requestId?: string | number
+): Promise<{ type: "resource"; resource: Record<string, unknown> } | null> {
+  if (!mcpfPrivateKey) {
+    return null;
+  }
+
+  try {
+    const contentHash = createHash("sha256").update(textContent, "utf-8").digest("hex");
+
+    const payload = {
+      did: "did:web:llm.kis.gov.lv",
+      contentHash: `sha256:${contentHash}`,
+      signedAt: new Date().toISOString(),
+    };
+
+    const signature = await new SignJWT(payload)
+      .setProtectedHeader({ alg: "EdDSA", typ: "JWT" })
+      .setIssuedAt()
+      .setIssuer("did:web:llm.kis.gov.lv")
+      .sign(mcpfPrivateKey);
+
+    return {
+      type: "resource",
+      resource: {
+        uri: `did:web:llm.kis.gov.lv#attestation/${requestId || Date.now()}`,
+        mimeType: "application/json",
+        text: JSON.stringify({
+          did: payload.did,
+          contentHash: payload.contentHash,
+          signature,
+          signedAt: payload.signedAt,
+        }),
+        annotations: {
+          audience: ["assistant"],
+          priority: 0.1,
+        },
+      },
+    };
+  } catch (error) {
+    console.error("Failed to create response attestation:", error);
+    return null;
+  }
+}
+
+function createMcpServer() {
+  const server = new McpServer(
+    {
+      name: "kisc-arch-kultura-valodu-mcp",
+      version: "0.3.0",
+    },
+    {
+      capabilities: {
+        resources: {},
+        tools: { listChanged: true },
+      },
+    }
+  );
+
+  // =============================================================================
+  // MCPF Layer 1: Session-Level Trust Metadata in _meta
+  // Inject _meta into initialize response without breaking SDK internals
+  // =============================================================================
+  const lowLevelServer = server.server;
+  const originalOnInitialize = (lowLevelServer as unknown as { _oninitialize: (req: unknown) => Promise<Record<string, unknown>> })._oninitialize.bind(lowLevelServer);
+
+  lowLevelServer.setRequestHandler(
+    InitializeRequestSchema,
+    async (request) => {
+      // Call the SDK's original handler to preserve session state
+      const baseResponse = await originalOnInitialize(request);
+
+      const _meta = {
+        identity: {
+          id: "did:web:llm.kis.gov.lv",
+          service: {
+            mcp: "https://llm.kis.gov.lv/mcp",
+          },
+          keys: {
+            jwks_uri: "https://llm.kis.gov.lv/.well-known/jwks.json",
+          },
+        },
+        mcpf: {
+          version: "0.1",
+          spec: {
+            repository: "https://github.com/MCPTrustFramework/MCPF-specification",
+          },
+          entrypoint: {
+            type: "manifest",
+            url: "https://llm.kis.gov.lv/.well-known/mcp/manifest.json",
+          },
+          artifacts: {
+            trust_registry: "https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json",
+            credential: "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json",
+          },
+        },
+        trust: {
+          verifications: [
+            {
+              verifier: "did:web:veritrust.vc",
+              type: ["VerifiableCredential", "MCPServerVerification"],
+              credential: "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json",
+              covers: "did:web:llm.kis.gov.lv",
+              proof_hint: {
+                verificationMethod: "did:web:veritrust.vc#key-1",
+                created: "2026-01-29T10:12:41Z",
+              },
+            },
+          ],
+        },
+      };
+
+      return { ...baseResponse, _meta };
+    }
+  );
+
+  server.registerTool(
+    "search",
+    {
+      title: "Search Latvian cultural heritage and language technology architecture",
+      description:
+        "Search KISC architecture documentation for Latvian government cultural digitalization. " +
+        "Contains: strategic goals (M1-M6), organizations (KISC, LNB, LUMII, ministries, museums), " +
+        "information systems (kultūras IS, valodu tehnoloģiju platformas), services, " +
+        "information resources, roadmap initiatives, risks, and legal/regulatory mappings. " +
+        "Use for: kultūras mantojums digitalizācija, valodu tehnoloģijas, AI Act compliance, " +
+        "GDPR, open data, cultural heritage architecture. " +
+        "Returns matching entities with full details.",
+      inputSchema: {
+        query: z.string().describe(
+          "Search query - use Latvian or English terms. Examples: 'valodu tehnoloģijas', " +
+          "'KISC', 'digitālais mantojums', 'language model', 'AI risks'"
+        ),
+        limit: z.number().optional().describe("Max results (default 25)"),
+        kind: z.string().optional().describe(
+          "Filter by entity kind: goal, org, sys, svc, ir, func, principle, etc."
+        ),
+        subdomain: z.string().optional().describe(
+          "Filter by subdomain: 'kultura' or 'valoda'"
+        ),
+      },
+    },
+    async ({ query, limit, kind, subdomain }) => {
+      const results = await searchInRepo(
+        query,
+        Number.isFinite(limit) ? Number(limit) : 25,
+        kind,
+        subdomain
+      );
+      const textContent = JSON.stringify({ query, kind, subdomain, count: results.length, results }, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  server.registerTool(
+    "get_entity",
+    {
+      title: "Get architecture entity by ID",
+      description:
+        "Retrieve a specific entity from KISC architecture registers by its canonical ID. " +
+        "Entity types: " +
+        "goal.m1-m6 (strategic goals like 'Latviešu valoda digitālajā laikmetā'), " +
+        "org.* (organizations: org.kisc, org.lnb, org.lumii, org.varam, org.km), " +
+        "sys.kultura.*, sys.valoda.* (information systems), " +
+        "svc.kultura.*, svc.valoda.* (services), " +
+        "ir.kultura.*, ir.valoda.* (information resources), " +
+        "func.01-06 (domain functions), " +
+        "principle.p1-p4 (architecture principles), " +
+        "rm.001-010 (roadmap items), " +
+        "risk.001-008 (identified risks), " +
+        "doc.* (legal/reference documents like GDPR, AI Act). " +
+        "Use list_entities first if you don't know the exact ID.",
+      inputSchema: {
+        id: z.string().describe(
+          "Entity ID, e.g.: goal.m4, org.kisc, sys.valoda.01, svc.kultura.05, risk.002.data-quality"
+        ),
+      },
+    },
+    async ({ id }) => {
+      const found = await getEntityById(id);
+      const textContent = found
+        ? JSON.stringify(found, null, 2)
+        : JSON.stringify({ id, found: false }, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // MCPF Trust Discovery Tool: "identify"
+  // Allows AI agents to verify server identity and trust credentials.
+  // This tool exposes the same trust metadata as _meta in initialize response,
+  // solving the bootstrapping problem when MCP hosts strip _meta.
+  // =============================================================================
+  server.registerTool(
+    "identify",
+    {
+      title: "Server identity and trust credentials",
+      description:
+        "Returns server identity, ownership proof, and trust credentials. " +
+        "Call this to verify who operates this MCP server before trusting its data.",
+      inputSchema: {
+        // No required inputs - this is a self-describing identity endpoint
+        include_verification_urls: z
+          .boolean()
+          .optional()
+          .describe("Include URLs for external verification (default: true)"),
+      },
+    },
+    async ({ include_verification_urls }) => {
+      const includeUrls = include_verification_urls !== false;
+
+      // Server identity - who is this?
+      const identity = {
+        server: {
+          name: "kisc-arch-kultura-valodu-mcp",
+          version: "0.2.0",
+          description:
+            "MCP server for Latvian cultural heritage and language technology architecture documentation",
+        },
+        operator: {
+          name: "Kultūras informācijas sistēmu centrs (KISC)",
+          name_en: "Cultural Information Systems Centre",
+          jurisdiction: "Latvia",
+          sector: "Government",
+        },
+        did: "did:web:llm.kis.gov.lv",
+      };
+
+      // Trust framework compliance
+      const framework = {
+        name: "MCPF",
+        version: "0.1",
+        layer: 1,
+        compliance: ["session-trust-metadata", "tool-based-discovery"],
+        spec: includeUrls
+          ? "https://github.com/MCPTrustFramework/MCPF-specification"
+          : undefined,
+      };
+
+      // Verifiable credentials and trust verification
+      const credentials = {
+        issuer: "did:web:veritrust.vc",
+        type: ["VerifiableCredential", "MCPServerVerification"],
+        subject: "did:web:llm.kis.gov.lv",
+        issued: "2026-01-29T10:12:41Z",
+        credential_url: includeUrls
+          ? "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json"
+          : undefined,
+      };
+
+      // Verification endpoints for agents that want to verify cryptographically
+      const verification = includeUrls
+        ? {
+            jwks_uri: "https://llm.kis.gov.lv/.well-known/jwks.json",
+            did_document: "https://llm.kis.gov.lv/.well-known/did.json",
+            mcp_manifest: "https://llm.kis.gov.lv/.well-known/mcp/manifest.json",
+            trust_registry: "https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json",
+          }
+        : undefined;
+
+      const identityResponse = {
+        identity,
+        framework,
+        credentials,
+        ...(verification && { verification }),
+        _note:
+          "This server implements MCPF Layer 1 trust discovery. " +
+          "Verify credentials at the provided URLs or trust this self-attestation based on your policy.",
+      };
+
+      const textContent = JSON.stringify(identityResponse, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      // Add cryptographic attestation if signing key is available
+      const attestation = await createResponseAttestation(textContent, "identify");
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // list_entities: List available entity IDs by type
+  // =============================================================================
+  server.registerTool(
+    "list_entities",
+    {
+      title: "List available entity IDs by type",
+      description:
+        "List all entity IDs in KISC architecture, optionally filtered by type. " +
+        "Use this to discover what entities exist before calling get_entity. " +
+        "Types: goal, org, sys, svc, ir, func, principle, rm (roadmap), risk, doc, int (interaction), legal, domain, subdomain.",
+      inputSchema: {
+        type: z.string().optional().describe(
+          "Filter by entity type prefix: 'goal', 'org', 'sys', 'svc', 'ir', 'func', " +
+          "'principle', 'rm', 'risk', 'doc', 'int', 'legal'. Omit to list all."
+        ),
+        subdomain: z.string().optional().describe(
+          "Filter by subdomain: 'kultura' or 'valoda'"
+        ),
+      },
+    },
+    async ({ type, subdomain }) => {
+      const files = await fg(["domains/**/registers/**/*.yml", "domains/**/registers/**/*.yaml"], {
+        cwd: REPO_ROOT,
+        onlyFiles: true,
+      });
+
+      const ids: string[] = [];
+
+      for (const rel of files) {
+        const abs = path.join(REPO_ROOT, rel);
+        const data = await loadYamlFile(abs);
+
+        const extractIds = (obj: unknown): void => {
+          if (!obj) return;
+          if (Array.isArray(obj)) {
+            obj.forEach(item => {
+              if (item?.id) ids.push(item.id);
+            });
+          } else if (typeof obj === "object") {
+            const record = obj as Record<string, unknown>;
+            if (record.id) ids.push(record.id as string);
+            if (Array.isArray(record.items)) {
+              record.items.forEach((item: any) => {
+                if (item?.id) ids.push(item.id);
+              });
+            }
+          }
+        };
+
+        extractIds(data);
+      }
+
+      let filtered = [...new Set(ids)].sort();
+
+      if (type) {
+        const prefix = type.toLowerCase();
+        filtered = filtered.filter(id => id.toLowerCase().startsWith(prefix + "."));
+      }
+
+      if (subdomain) {
+        const sub = subdomain.toLowerCase();
+        filtered = filtered.filter(id => id.toLowerCase().includes(`.${sub}.`));
+      }
+
+      const textContent = JSON.stringify({
+        count: filtered.length,
+        type: type || "all",
+        subdomain: subdomain || "all",
+        ids: filtered,
+      }, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // list_relations: List entity relationships
+  // =============================================================================
+  server.registerTool(
+    "list_relations",
+    {
+      title: "List entity relationships",
+      description:
+        "Find all relationships (edges) connected to an entity. " +
+        "Returns incoming and/or outgoing edges from the architecture graph. " +
+        "Relationship types include: has_goal, has_function, has_service, " +
+        "has_system, has_info_resource, owns, manages, depends_on, implements, etc.",
+      inputSchema: {
+        id: z.string().describe("Entity ID to find relations for, e.g. goal.m4 or org.kisc"),
+        direction: z.enum(["in", "out", "both"]).optional().describe(
+          "Direction: 'in' (incoming), 'out' (outgoing), 'both' (default)"
+        ),
+      },
+    },
+    async ({ id, direction = "both" }) => {
+      const edgesFile = path.join(REPO_ROOT, "domains/kultura-valoda/registers/99-relations/edges.yaml");
+      let allEdges: Array<{ from: string; type: string; to: string }> = [];
+
+      try {
+        const data = await loadYamlFile(edgesFile);
+        if (Array.isArray((data as any).edges)) {
+          allEdges = (data as any).edges;
+        }
+      } catch {
+        // No edges file
+      }
+
+      const filtered = allEdges.filter(e => {
+        if (direction === "out") return e.from === id;
+        if (direction === "in") return e.to === id;
+        return e.from === id || e.to === id;
+      });
+
+      const textContent = JSON.stringify({
+        entity: id,
+        direction,
+        count: filtered.length,
+        edges: filtered,
+      }, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // subgraph: Extract connected subgraph
+  // =============================================================================
+  server.registerTool(
+    "subgraph",
+    {
+      title: "Extract connected subgraph",
+      description:
+        "Starting from one or more seed entities, traverse the relationship graph " +
+        "and return all connected entities up to a specified depth. " +
+        "Useful for understanding what systems, services, and organizations " +
+        "are related to a goal or function.",
+      inputSchema: {
+        seed_ids: z.array(z.string()).describe(
+          "Starting entity IDs, e.g. ['goal.m4'] or ['org.kisc', 'org.lumii']"
+        ),
+        depth: z.number().optional().describe(
+          "Traversal depth (default 1, max 3). Depth 1 = direct connections only."
+        ),
+      },
+    },
+    async ({ seed_ids, depth = 1 }) => {
+      const safeDepth = Math.min(Math.max(depth, 0), 3);
+
+      // Load edges
+      const edgesFile = path.join(REPO_ROOT, "domains/kultura-valoda/registers/99-relations/edges.yaml");
+      let allEdges: Array<{ from: string; type: string; to: string }> = [];
+      try {
+        const data = await loadYamlFile(edgesFile);
+        if (Array.isArray((data as any).edges)) {
+          allEdges = (data as any).edges;
+        }
+      } catch {}
+
+      // Traverse
+      const nodes = new Set<string>(seed_ids);
+      const collectedEdges: Array<{ from: string; type: string; to: string }> = [];
+      let frontier = new Set<string>(seed_ids);
+
+      for (let d = 0; d < safeDepth; d++) {
+        const next = new Set<string>();
+        for (const e of allEdges) {
+          if (frontier.has(e.from)) {
+            collectedEdges.push(e);
+            if (!nodes.has(e.to)) next.add(e.to);
+            nodes.add(e.to);
+          }
+          if (frontier.has(e.to)) {
+            collectedEdges.push(e);
+            if (!nodes.has(e.from)) next.add(e.from);
+            nodes.add(e.from);
+          }
+        }
+        frontier = next;
+        if (!frontier.size) break;
+      }
+
+      // Fetch entity details for all nodes
+      const nodeDetails: Array<Record<string, unknown>> = [];
+      for (const nodeId of nodes) {
+        const entity = await getEntityById(nodeId);
+        if (entity) {
+          nodeDetails.push(entity.entity as Record<string, unknown>);
+        } else {
+          nodeDetails.push({ id: nodeId, _kind: "unknown" });
+        }
+      }
+
+      const textContent = JSON.stringify({
+        seeds: seed_ids,
+        depth: safeDepth,
+        node_count: nodeDetails.length,
+        edge_count: collectedEdges.length,
+        nodes: nodeDetails,
+        edges: collectedEdges,
+      }, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // get_view: Get architecture view document
+  // =============================================================================
+  server.registerTool(
+    "get_view",
+    {
+      title: "Get architecture view document",
+      description:
+        "Retrieve a human-readable markdown view from the architecture documentation. " +
+        "Views: " +
+        "01-ievads (introduction), " +
+        "02-esosas-arhitekturas-novertejums (current state assessment), " +
+        "03-merki-un-principi (goals and principles), " +
+        "04-merk-arhitektura (target architecture), " +
+        "05-cela-karte (roadmap), " +
+        "06-pielikums-komponentu-katalogs (component catalog). " +
+        "Returns raw markdown content for the specified view.",
+      inputSchema: {
+        view_id: z.enum([
+          "01-ievads",
+          "02-esosas-arhitekturas-novertejums",
+          "03-merki-un-principi",
+          "04-merk-arhitektura",
+          "05-cela-karte",
+          "06-pielikums-komponentu-katalogs"
+        ]).describe("View identifier"),
+      },
+    },
+    async ({ view_id }) => {
+      const viewPath = path.join(REPO_ROOT, `domains/kultura-valoda/views/${view_id}.md`);
+
+      let markdown: string;
+      try {
+        markdown = await fs.readFile(viewPath, "utf-8");
+      } catch {
+        return {
+          content: [{ type: "text" as const, text: JSON.stringify({ error: `View not found: ${view_id}` }) }],
+        };
+      }
+
+      const textContent = JSON.stringify({
+        view_id,
+        title: view_id.replace(/-/g, " ").replace(/^\d+-/, ""),
+        content: markdown,
+      }, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // generate_document: Generate full architecture document
+  // =============================================================================
+  server.registerTool(
+    "generate_document",
+    {
+      title: "Generate full architecture document",
+      description:
+        "Regenerate the complete human-readable architecture document from YAML registers. " +
+        "Combines all views (01-ievads through 06-pielikums) with inline register expansions " +
+        "into a single comprehensive Markdown document. " +
+        "Use this when you need the full formatted document rather than individual entities.",
+      inputSchema: {
+        format: z.enum(["markdown", "json"]).optional().describe(
+          "Output format: 'markdown' (default) for human reading, 'json' for structured data"
+        ),
+        sections: z.array(z.string()).optional().describe(
+          "Specific sections to include. Omit for full document. " +
+          "Options: 'ievads', 'esosa', 'merki', 'arhitektura', 'celakarte', 'katalogs'"
+        ),
+      },
+    },
+    async ({ format = "markdown", sections }) => {
+      const domainRoot = "domains/kultura-valoda";
+      const manifestRel = path.posix.join(domainRoot, "manifest.yaml");
+      const manifest = await loadYamlFile(path.join(REPO_ROOT, manifestRel));
+
+      if (!Array.isArray((manifest as any).views)) {
+        return {
+          content: [{ type: "text" as const, text: JSON.stringify({ error: "manifest.yaml missing views" }) }],
+        };
+      }
+
+      const sectionMap: Record<string, string> = {
+        "ievads": "01-ievads",
+        "esosa": "02-esosas-arhitekturas-novertejums",
+        "merki": "03-merki-un-principi",
+        "arhitektura": "04-merk-arhitektura",
+        "celakarte": "05-cela-karte",
+        "katalogs": "06-pielikums-komponentu-katalogs",
+      };
+
+      const views = (manifest as any).views as Array<{ id: number; title: string; file: string }>;
+      let filteredViews = views;
+
+      if (sections && sections.length > 0) {
+        const allowedFiles = sections.map(s => sectionMap[s]).filter(Boolean);
+        filteredViews = views.filter(v =>
+          allowedFiles.some(af => v.file.includes(af))
+        );
+      }
+
+      const pieces: string[] = [];
+      pieces.push(`# ${(manifest as any).title || "Dokuments"}`);
+      if ((manifest as any).version) pieces.push(`\n_Versija: ${(manifest as any).version}_\n`);
+
+      for (const v of filteredViews) {
+        const viewFile = v?.file;
+        if (!viewFile) continue;
+
+        const viewRel = path.posix.join(domainRoot, viewFile);
+        let md: string;
+        try {
+          md = await fs.readFile(path.join(REPO_ROOT, viewRel), "utf-8");
+        } catch {
+          continue;
+        }
+
+        // Expand register references inline
+        const lines = md.split(/\r?\n/);
+        const outLines: string[] = [];
+
+        for (const line of lines) {
+          const regMatch = line.match(/`(registers\/[^`]+\.(yaml|yml))`/i);
+          if (regMatch) {
+            outLines.push(line);
+            try {
+              const regRel = path.posix.join(domainRoot, regMatch[1]);
+              const regData = await loadYamlFile(path.join(REPO_ROOT, regRel));
+              const items = Array.isArray((regData as any).items) ? (regData as any).items : [];
+              if (items.length > 0) {
+                // Simple table rendering
+                const keys = Object.keys(items[0]).filter(k => !k.startsWith("_"));
+                outLines.push("");
+                outLines.push(`| ${keys.join(" | ")} |`);
+                outLines.push(`| ${keys.map(() => "---").join(" | ")} |`);
+                for (const item of items.slice(0, 50)) {
+                  const row = keys.map(k => {
+                    const val = item[k];
+                    if (Array.isArray(val)) return val.join(", ");
+                    return String(val || "").replace(/\|/g, "\\|").replace(/\n/g, " ");
+                  });
+                  outLines.push(`| ${row.join(" | ")} |`);
+                }
+                outLines.push("");
+              }
+            } catch {
+              // Skip failed register expansion
+            }
+            continue;
+          }
+          outLines.push(line);
+        }
+
+        pieces.push(outLines.join("\n").trimEnd());
+        pieces.push("");
+      }
+
+      const finalMd = pieces.join("\n").replace(/\n{3,}/g, "\n\n").trim();
+
+      let textContent: string;
+      if (format === "json") {
+        textContent = JSON.stringify({
+          title: (manifest as any).title,
+          version: (manifest as any).version,
+          sections: filteredViews.map(v => v.title),
+          content: finalMd,
+        }, null, 2);
+      } else {
+        textContent = finalMd;
+      }
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // describe_model: Describe architecture metamodel
+  // =============================================================================
+  server.registerTool(
+    "describe_model",
+    {
+      title: "Describe architecture metamodel",
+      description:
+        "Returns documentation about the KISC architecture data model: " +
+        "entity types, their attributes, and relationship types. " +
+        "Use this to understand how the architecture data is structured.",
+      inputSchema: {},
+    },
+    async () => {
+      const metamodel = {
+        entity_types: {
+          "goal": {
+            description: "Strategic goals (M1-M6) for the domain",
+            id_pattern: "goal.m{1-6}",
+            attributes: ["id", "code", "title", "description", "status"],
+          },
+          "org": {
+            description: "Organizations involved in the domain",
+            id_pattern: "org.{abbreviation}",
+            attributes: ["id", "title", "role", "responsibilities", "status"],
+            examples: ["org.kisc", "org.lnb", "org.lumii", "org.km"],
+          },
+          "sys": {
+            description: "Information systems",
+            id_pattern: "sys.{subdomain}.{nn}",
+            subdomains: ["kultura", "valoda"],
+            attributes: ["id", "subdomain", "name", "owner", "change_status", "change_description"],
+          },
+          "svc": {
+            description: "Services provided by systems",
+            id_pattern: "svc.{subdomain}.{nn}",
+            subdomains: ["kultura", "valoda"],
+            attributes: ["id", "subdomain", "name", "change_status", "change_description"],
+          },
+          "ir": {
+            description: "Information resources (data assets)",
+            id_pattern: "ir.{subdomain}.{nn}",
+            subdomains: ["kultura", "valoda"],
+            attributes: ["id", "subdomain", "name", "type", "owner", "change_status"],
+          },
+          "func": {
+            description: "Domain functions",
+            id_pattern: "func.{nn}",
+            attributes: ["id", "name", "subdomain", "change_status", "change_description"],
+          },
+          "principle": {
+            description: "Architecture principles",
+            id_pattern: "principle.p{1-4}",
+            attributes: ["id", "name", "rationale", "implications"],
+          },
+          "rm": {
+            description: "Roadmap initiatives",
+            id_pattern: "rm.{nnn}.*",
+            attributes: ["id", "title", "timeframe", "owner_orgs", "depends_on", "outputs"],
+          },
+          "risk": {
+            description: "Identified risks",
+            id_pattern: "risk.{nnn}.*",
+            attributes: ["id", "risk", "likelihood", "impact", "mitigation", "owner_orgs"],
+          },
+          "doc": {
+            description: "Reference documents and legal acts",
+            id_pattern: "doc.*",
+            attributes: ["id", "title", "date", "type", "relevance"],
+          },
+          "int": {
+            description: "External interactions (interfaces with other domains)",
+            id_pattern: "int.{nnn}.*",
+            attributes: ["id", "title", "interaction_type", "counterpart", "requirements"],
+          },
+        },
+        relationship_types: [
+          "has_goal", "has_function", "has_service", "has_system", "has_info_resource",
+          "owns", "manages", "operates", "develops", "governs",
+          "depends_on", "implements", "supports", "enables",
+          "regulates", "complies_with",
+        ],
+        subdomains: {
+          "kultura": "Kultūras mantojums - cultural heritage digitalization",
+          "valoda": "Valodu tehnoloģijas - language technology and AI",
+        },
+        views: [
+          { id: "01-ievads", title: "Ievads (Introduction)" },
+          { id: "02-esosas-arhitekturas-novertejums", title: "Esošās arhitektūras novērtējums (Current State)" },
+          { id: "03-merki-un-principi", title: "Mērķi un principi (Goals and Principles)" },
+          { id: "04-merk-arhitektura", title: "Mērķarhitektūra (Target Architecture)" },
+          { id: "05-cela-karte", title: "Ceļa karte (Roadmap)" },
+          { id: "06-pielikums-komponentu-katalogs", title: "Komponentu katalogs (Component Catalog)" },
+        ],
+      };
+
+      const textContent = JSON.stringify(metamodel, null, 2);
+
+      const content: Array<Record<string, unknown>> = [
+        { type: "text" as const, text: textContent },
+      ];
+
+      const attestation = await createResponseAttestation(textContent);
+      if (attestation) {
+        content.push(attestation as unknown as Record<string, unknown>);
+      }
+
+      return { content } as { content: Array<{ type: "text"; text: string }> };
+    }
+  );
+
+  // =============================================================================
+  // MCP Resources Protocol - Expose index resources
+  // =============================================================================
+  const lowLevelServerResources = server.server;
+
+  lowLevelServerResources.setRequestHandler(
+    ListResourcesRequestSchema,
+    async () => {
+      return {
+        resources: repoIndex.resources.map(r => ({
+          uri: r.uri,
+          name: r.title,
+          mimeType: r.mimeType,
+        })),
+      };
+    }
+  );
+
+  lowLevelServerResources.setRequestHandler(
+    ReadResourceRequestSchema,
+    async (request) => {
+      const uri = request.params?.uri as string;
+      if (!uri) {
+        return { contents: [] };
+      }
+
+      // Handle different URI schemes
+      if (uri.startsWith("views://")) {
+        const match = uri.match(/views:\/\/([^/]+)\/(.+)/);
+        if (match) {
+          const [, domain, viewName] = match;
+          const viewPath = path.join(REPO_ROOT, `domains/${domain}/views/${viewName}.md`);
+          try {
+            const content = await fs.readFile(viewPath, "utf-8");
+            return {
+              contents: [{ uri, mimeType: "text/markdown", text: content }],
+            };
+          } catch {
+            return { contents: [] };
+          }
+        }
+      }
+
+      if (uri.startsWith("register://")) {
+        const match = uri.match(/register:\/\/([^/]+)\/(.+)/);
+        if (match) {
+          const [, domain, regPath] = match;
+          const filePath = path.join(REPO_ROOT, `domains/${domain}/${regPath}`);
+          try {
+            const content = await fs.readFile(filePath, "utf-8");
+            return {
+              contents: [{ uri, mimeType: "application/yaml", text: content }],
+            };
+          } catch {
+            return { contents: [] };
+          }
+        }
+      }
+
+      if (uri.startsWith("manifest://")) {
+        const domain = uri.replace("manifest://", "");
+        const manifestPath = path.join(REPO_ROOT, `domains/${domain}/manifest.yaml`);
+        try {
+          const content = await fs.readFile(manifestPath, "utf-8");
+          return {
+            contents: [{ uri, mimeType: "application/yaml", text: content }],
+          };
+        } catch {
+          return { contents: [] };
+        }
+      }
+
+      return { contents: [] };
+    }
+  );
+
+  return server;
+}
+
+const transports: Record<string, StreamableHTTPServerTransport> = {};
+
+const app = express();
+app.use(
+  express.json({
+    verify: (req, _res, buf) => {
+      (req as { rawBody?: string }).rawBody = buf?.toString() ?? "";
+    },
+  })
+);
+
+app.use((req, res, next) => {
+  res.setHeader("Access-Control-Allow-Origin", "*");
+  res.setHeader("Access-Control-Allow-Headers", "content-type, mcp-session-id, authorization");
+  res.setHeader("Access-Control-Allow-Methods", "GET,POST,DELETE,OPTIONS");
+  res.setHeader("Access-Control-Expose-Headers", "Mcp-Session-Id");
+  if (req.method === "OPTIONS") return res.status(204).end();
+  next();
+});
+
+// ============================================================
+// OAuth 2.1 / MCP Authorization endpoints
+// ============================================================
+
+// --- RFC 9728: Protected Resource Metadata ---
+app.get("/.well-known/oauth-protected-resource", (_req, res) => {
+  res.json({
+    resource: SERVER_PUBLIC_URL,
+    authorization_servers: [SERVER_PUBLIC_URL],
+    scopes_supported: ["mcp:access"],
+    bearer_methods_supported: ["header"],
+  });
+});
+
+// --- RFC 8414: Authorization Server Metadata ---
+app.get("/.well-known/oauth-authorization-server", (_req, res) => {
+  res.json({
+    issuer: "kisc-arch-mcp",
+    authorization_endpoint: `${SERVER_PUBLIC_URL}/authorize`,
+    token_endpoint: `${SERVER_PUBLIC_URL}/token`,
+    registration_endpoint: `${SERVER_PUBLIC_URL}/register`,
+    jwks_uri: `${SERVER_PUBLIC_URL}/.well-known/jwks.json`,
+    response_types_supported: ["code"],
+    grant_types_supported: ["authorization_code", "client_credentials", "refresh_token"],
+    code_challenge_methods_supported: ["S256"],
+    token_endpoint_auth_methods_supported: ["client_secret_post", "none"],
+    scopes_supported: ["mcp:access"],
+  });
+});
+
+// --- JWKS endpoint ---
+app.get("/.well-known/jwks.json", async (_req, res) => {
+  if (!publicJwk) {
+    res.status(503).json({ error: "signing_key_not_ready" });
+    return;
+  }
+  res.json({ keys: [publicJwk] });
+});
+
+// --- RFC 7591: Dynamic Client Registration ---
+app.post("/register", express.json(), (req, res) => {
+  const body = req.body || {};
+  const clientId = `client_${randomUUID()}`;
+  const clientSecret = randomUUID();
+  const redirectUris: string[] = Array.isArray(body.redirect_uris) ? body.redirect_uris : [];
+  const grantTypes: string[] = Array.isArray(body.grant_types)
+    ? body.grant_types
+    : ["authorization_code"];
+  const responseTypes: string[] = Array.isArray(body.response_types)
+    ? body.response_types
+    : ["code"];
+  const authMethod = body.token_endpoint_auth_method || "client_secret_post";
+
+  const client: RegisteredClient = {
+    client_id: clientId,
+    client_secret: clientSecret,
+    client_name: body.client_name || "Unknown",
+    redirect_uris: redirectUris,
+    grant_types: grantTypes,
+    response_types: responseTypes,
+    token_endpoint_auth_method: authMethod,
+    created_at: Date.now(),
+  };
+  registeredClients.set(clientId, client);
+
+  res.status(201).json({
+    client_id: clientId,
+    client_secret: clientSecret,
+    client_name: client.client_name,
+    redirect_uris: redirectUris,
+    grant_types: grantTypes,
+    response_types: responseTypes,
+    token_endpoint_auth_method: authMethod,
+  });
+});
+
+// --- Authorization endpoint (GET — shows login form, POST — processes it) ---
+app.get("/authorize", (req, res) => {
+  const { response_type, client_id, redirect_uri, state, code_challenge, code_challenge_method, scope, resource } = req.query as Record<string, string>;
+
+  if (response_type !== "code") {
+    res.status(400).send("unsupported_response_type");
+    return;
+  }
+  if (!client_id || !registeredClients.has(client_id)) {
+    res.status(400).send("invalid_client_id");
+    return;
+  }
+  if (!code_challenge || code_challenge_method !== "S256") {
+    res.status(400).send("PKCE S256 required");
+    return;
+  }
+
+  // Render a minimal login form
+  const html = `<!DOCTYPE html>
+<html lang="lv"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1">
+<title>MCP — Authorize</title>
+<style>
+  body{font-family:system-ui,sans-serif;display:flex;align-items:center;justify-content:center;min-height:100vh;background:#f5f5f5;margin:0}
+  .card{background:#fff;padding:2rem;border-radius:8px;box-shadow:0 2px 8px rgba(0,0,0,.12);max-width:380px;width:100%}
+  h2{margin-top:0;font-size:1.25rem}
+  label{display:block;margin-top:1rem;font-size:.875rem;font-weight:600}
+  input{display:block;width:100%;padding:.5rem;margin-top:.25rem;border:1px solid #ccc;border-radius:4px;box-sizing:border-box}
+  button{margin-top:1.5rem;width:100%;padding:.65rem;background:#1a73e8;color:#fff;border:none;border-radius:4px;font-size:1rem;cursor:pointer}
+  button:hover{background:#1558b0}
+  .info{font-size:.8rem;color:#666;margin-top:.5rem}
+</style></head><body>
+<div class="card">
+  <h2>KISC Architecture MCP</h2>
+  <p class="info">Authorize <strong>${client_id.slice(0, 16)}…</strong> to access architecture data.</p>
+  <form method="POST" action="/authorize">
+    <input type="hidden" name="response_type" value="code">
+    <input type="hidden" name="client_id" value="${client_id}">
+    <input type="hidden" name="redirect_uri" value="${redirect_uri || ""}">
+    <input type="hidden" name="state" value="${state || ""}">
+    <input type="hidden" name="code_challenge" value="${code_challenge}">
+    <input type="hidden" name="code_challenge_method" value="${code_challenge_method}">
+    <input type="hidden" name="scope" value="${scope || "mcp:access"}">
+    <input type="hidden" name="resource" value="${resource || ""}">
+    <label>Username<input name="username" required autocomplete="username"></label>
+    <label>Password<input name="password" type="password" required autocomplete="current-password"></label>
+    <button type="submit">Authorize</button>
+  </form>
+</div></body></html>`;
+  res.type("html").send(html);
+});
+
+app.post("/authorize", express.urlencoded({ extended: false }), (req, res) => {
+  const { client_id, redirect_uri, state, code_challenge, code_challenge_method, scope, resource, username, password } = req.body;
+
+  // Validate credentials
+  if (username !== OAUTH_LOGIN_USERNAME || password !== OAUTH_LOGIN_PASSWORD) {
+    res.status(401).type("html").send(`<!DOCTYPE html>
+<html><head><meta charset="utf-8"><title>Login failed</title></head>
+<body style="font-family:system-ui;text-align:center;padding:3rem">
+<h2>Invalid credentials</h2><p><a href="javascript:history.back()">Try again</a></p>
+</body></html>`);
+    return;
+  }
+
+  if (!client_id || !registeredClients.has(client_id)) {
+    res.status(400).send("invalid_client_id");
+    return;
+  }
+
+  // Generate authorization code
+  const code = randomUUID();
+  const entry: AuthCode = {
+    code,
+    client_id,
+    redirect_uri: redirect_uri || "",
+    code_challenge: code_challenge || "",
+    code_challenge_method: code_challenge_method || "S256",
+    scope: scope || "mcp:access",
+    resource: resource || undefined,
+    expires_at: Date.now() + 10 * 60 * 1000, // 10 minutes
+  };
+  authCodes.set(code, entry);
+
+  // Redirect back with code
+  const target = new URL(redirect_uri);
+  target.searchParams.set("code", code);
+  if (state) target.searchParams.set("state", state);
+  res.redirect(302, target.toString());
+});
+
+// --- Token endpoint (auth code exchange, client_credentials, refresh) ---
+app.post("/token", express.urlencoded({ extended: false }), async (req, res) => {
+  if (!signingKey) {
+    res.status(503).json({ error: "signing_key_not_ready" });
+    return;
+  }
+
+  const { grant_type } = req.body;
+
+  // ---- Authorization Code exchange ----
+  if (grant_type === "authorization_code") {
+    const { code, client_id, redirect_uri, code_verifier } = req.body;
+
+    const entry = authCodes.get(code);
+    if (!entry) {
+      res.status(400).json({ error: "invalid_grant", error_description: "Invalid or expired code" });
+      return;
+    }
+    authCodes.delete(code);
+
+    if (entry.client_id !== client_id) {
+      res.status(400).json({ error: "invalid_grant", error_description: "client_id mismatch" });
+      return;
+    }
+    if (entry.redirect_uri && entry.redirect_uri !== redirect_uri) {
+      res.status(400).json({ error: "invalid_grant", error_description: "redirect_uri mismatch" });
+      return;
+    }
+    if (Date.now() > entry.expires_at) {
+      res.status(400).json({ error: "invalid_grant", error_description: "Code expired" });
+      return;
+    }
+
+    // Verify PKCE
+    if (entry.code_challenge) {
+      const { createHash } = await import("node:crypto");
+      const expected = createHash("sha256")
+        .update(code_verifier || "")
+        .digest("base64url");
+      if (expected !== entry.code_challenge) {
+        res.status(400).json({ error: "invalid_grant", error_description: "PKCE verification failed" });
+        return;
+      }
+    }
+
+    const now = Math.floor(Date.now() / 1000);
+    const accessToken = await new SignJWT({ sub: client_id, scope: entry.scope })
+      .setProtectedHeader({ alg: "RS256", kid: "mcp-builtin-1" })
+      .setIssuedAt(now)
+      .setExpirationTime(now + TOKEN_TTL_SECONDS)
+      .setIssuer("kisc-arch-mcp")
+      .setAudience("kisc-arch-mcp")
+      .sign(signingKey);
+
+    const refreshToken = randomUUID();
+    refreshTokens.set(refreshToken, {
+      refresh_token: refreshToken,
+      client_id,
+      scope: entry.scope,
+      created_at: Date.now(),
+    });
+
+    res.json({
+      access_token: accessToken,
+      token_type: "Bearer",
+      expires_in: TOKEN_TTL_SECONDS,
+      refresh_token: refreshToken,
+      scope: entry.scope,
+    });
+    return;
+  }
+
+  // ---- Client Credentials ----
+  if (grant_type === "client_credentials") {
+    const { client_id, client_secret } = req.body;
+    const client = registeredClients.get(client_id);
+    if (!client || client.client_secret !== client_secret) {
+      res.status(401).json({ error: "invalid_client" });
+      return;
+    }
+
+    const now = Math.floor(Date.now() / 1000);
+    const accessToken = await new SignJWT({ sub: client_id, scope: "mcp:access" })
+      .setProtectedHeader({ alg: "RS256", kid: "mcp-builtin-1" })
+      .setIssuedAt(now)
+      .setExpirationTime(now + TOKEN_TTL_SECONDS)
+      .setIssuer("kisc-arch-mcp")
+      .setAudience("kisc-arch-mcp")
+      .sign(signingKey);
+
+    res.json({
+      access_token: accessToken,
+      token_type: "Bearer",
+      expires_in: TOKEN_TTL_SECONDS,
+    });
+    return;
+  }
+
+  // ---- Refresh Token ----
+  if (grant_type === "refresh_token") {
+    const { refresh_token, client_id } = req.body;
+    const entry = refreshTokens.get(refresh_token);
+    if (!entry || entry.client_id !== client_id) {
+      res.status(400).json({ error: "invalid_grant" });
+      return;
+    }
+    refreshTokens.delete(refresh_token);
+
+    const now = Math.floor(Date.now() / 1000);
+    const accessToken = await new SignJWT({ sub: client_id, scope: entry.scope })
+      .setProtectedHeader({ alg: "RS256", kid: "mcp-builtin-1" })
+      .setIssuedAt(now)
+      .setExpirationTime(now + TOKEN_TTL_SECONDS)
+      .setIssuer("kisc-arch-mcp")
+      .setAudience("kisc-arch-mcp")
+      .sign(signingKey);
+
+    const newRefresh = randomUUID();
+    refreshTokens.set(newRefresh, {
+      refresh_token: newRefresh,
+      client_id,
+      scope: entry.scope,
+      created_at: Date.now(),
+    });
+
+    res.json({
+      access_token: accessToken,
+      token_type: "Bearer",
+      expires_in: TOKEN_TTL_SECONDS,
+      refresh_token: newRefresh,
+      scope: entry.scope,
+    });
+    return;
+  }
+
+  res.status(400).json({ error: "unsupported_grant_type" });
+});
+
+// --- Health ---
+app.get("/health", (_req, res) => {
+  res.json({ ok: true, name: "kisc-arch-mcp", transport: "streamable-http" });
+});
+
+// --- Admin endpoint to reload index without restart ---
+app.post("/admin/reload", async (_req, res) => {
+  try {
+    repoIndex = reload(REPO_ROOT);
+    res.json({
+      ok: true,
+      entities: repoIndex.entitiesById.size,
+      edges: repoIndex.edges.length,
+      resources: repoIndex.resources.length,
+    });
+  } catch (error) {
+    res.status(500).json({ ok: false, error: String(error) });
+  }
+});
+
+// Normalise /MCP → /mcp (case-insensitive path)
+app.use((req, _res, next) => {
+  if (req.path.toLowerCase() === "/mcp" && req.path !== "/mcp") {
+    req.url = "/mcp" + req.url.slice(req.path.length);
+  }
+  next();
+});
+
+app.use("/mcp", authMiddleware);
+
+app.post("/mcp", async (req, res) => {
+  const sessionId = req.headers["mcp-session-id"] as string | undefined;
+
+  let transport: StreamableHTTPServerTransport | undefined;
+
+  if (sessionId && transports[sessionId]) {
+    transport = transports[sessionId];
+  } else if (!sessionId && isInitializeRequest(req.body)) {
+    transport = new StreamableHTTPServerTransport({
+      sessionIdGenerator: () => randomUUID(),
+      onsessioninitialized: (newSessionId) => {
+        transports[newSessionId] = transport!;
+      },
+    });
+
+    transport.onclose = () => {
+      if (transport?.sessionId) delete transports[transport.sessionId];
+    };
+
+    const server = createMcpServer();
+    await server.connect(transport);
+  } else {
+    res.status(400).json({
+      jsonrpc: "2.0",
+      error: { code: -32000, message: "Bad Request: No valid session ID provided" },
+      id: null,
+    });
+    return;
+  }
+
+  await transport.handleRequest(req, res, req.body);
+});
+
+async function handleSessionRequest(req: express.Request, res: express.Response) {
+  const sessionId = req.headers["mcp-session-id"] as string | undefined;
+  if (!sessionId || !transports[sessionId]) {
+    res.status(400).send("Invalid or missing session ID");
+    return;
+  }
+  const transport = transports[sessionId];
+  await transport.handleRequest(req, res);
+}
+
+app.get("/mcp", handleSessionRequest);
+app.delete("/mcp", handleSessionRequest);
+
+app.listen(PORT, HOST, () => {
+  // eslint-disable-next-line no-console
+  console.log(`MCP Streamable HTTP server listening on http://${HOST}:${PORT}/mcp`);
+});
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/index.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/index.ts
new file mode 100644
index 0000000..a1e6c60
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/index.ts
@@ -0,0 +1,15 @@
+import { loadRepo } from "./load.js";
+import { RepoIndex } from "./types.js";
+
+let cached: RepoIndex | null = null;
+
+export function getIndex(archRoot: string): RepoIndex {
+  if (!cached) cached = loadRepo(archRoot);
+  return cached;
+}
+
+// Optional: reload endpoint support (not exposed yet)
+export function reload(archRoot: string): RepoIndex {
+  cached = loadRepo(archRoot);
+  return cached;
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/load.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/load.ts
new file mode 100644
index 0000000..6f7a1a6
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/load.ts
@@ -0,0 +1,195 @@
+import fg from "fast-glob";
+import fs from "node:fs";
+import path from "node:path";
+import yaml from "js-yaml";
+import { Entity, Edge, RepoIndex } from "./types.js";
+
+function toKindFromId(id: string): Entity["_kind"] {
+  if (id.startsWith("goal.")) return "goal";
+  if (id.startsWith("func.")) return "function";
+  if (
+    id.startsWith("svc.kultura.") ||
+    id.startsWith("svc.valoda.") ||
+    id.startsWith("svc.")
+  )
+    return "service";
+  if (
+    id.startsWith("ir.kultura.") ||
+    id.startsWith("ir.valoda.") ||
+    id.startsWith("ir.")
+  )
+    return "information_resource";
+  if (
+    id.startsWith("sys.kultura.") ||
+    id.startsWith("sys.valoda.") ||
+    id.startsWith("sys.")
+  )
+    return "system";
+  if (id.startsWith("principle.")) return "principle";
+  if (id.startsWith("org.")) return "org";
+  if (id.startsWith("domain.")) return "domain";
+  if (id.startsWith("subdomain.")) return "subdomain";
+  if (id.startsWith("rm.")) return "roadmap";
+  if (id.startsWith("risk.")) return "risk";
+  if (id.startsWith("int.")) return "interaction";
+  if (id.startsWith("doc.")) return "document";
+  if (id.startsWith("legal.")) return "legal";
+  return "unknown";
+}
+
+function safeString(x: unknown): string {
+  if (x === null || x === undefined) return "";
+  if (typeof x === "string") return x;
+  if (typeof x === "number" || typeof x === "boolean") return String(x);
+  try {
+    return JSON.stringify(x);
+  } catch {
+    return "";
+  }
+}
+
+function indexEntity(idx: RepoIndex, e: Entity) {
+  idx.entitiesById.set(e.id, e);
+  const hay = [
+    e.id,
+    e._kind,
+    e._domain ?? "",
+    e._subdomain ?? "",
+    safeString(e.title),
+    safeString(e.name),
+    safeString(e.description),
+    safeString(e.change_description),
+    safeString(e.status),
+  ]
+    .join(" ")
+    .toLowerCase();
+
+  idx.textIndex.push({
+    id: e.id,
+    haystack: hay,
+    kind: e._kind,
+    domain: e._domain,
+    subdomain: e._subdomain,
+  });
+}
+
+function readYaml(filePath: string): any {
+  const raw = fs.readFileSync(filePath, "utf-8");
+  return yaml.load(raw);
+}
+
+export function loadRepo(archRoot: string): RepoIndex {
+  const idx: RepoIndex = {
+    entitiesById: new Map(),
+    edges: [],
+    textIndex: [],
+    resources: [],
+  };
+
+  // Register resource URIs for views and manifest and raw registers.
+  const domainManifests = fg.sync(["**/manifest.yaml"], {
+    cwd: archRoot,
+    dot: false,
+    absolute: true,
+  });
+  for (const mf of domainManifests) {
+    const mfObj: any = readYaml(mf);
+    const domainFolder = path.dirname(mf);
+    const domainSlug = path.basename(domainFolder);
+
+    idx.resources.push({
+      uri: `manifest://${domainSlug}`,
+      title: `Manifest: ${domainSlug}`,
+      mimeType: "application/yaml",
+    });
+
+    // Views resources
+    const views = (mfObj?.views ?? []) as Array<{
+      file: string;
+      title?: string;
+      id?: string | number;
+    }>;
+    for (const v of views) {
+      const name = path.basename(v.file, path.extname(v.file));
+      idx.resources.push({
+        uri: `views://${domainSlug}/${name}`,
+        title: `View: ${domainSlug} / ${v.title ?? name}`,
+        mimeType: "text/markdown",
+      });
+    }
+
+    // Register raw YAML registers as resources
+    const regFiles = fg.sync(["registers/**/*.yaml"], {
+      cwd: domainFolder,
+      absolute: true,
+    });
+    for (const rf of regFiles) {
+      const rel = path.relative(domainFolder, rf).replaceAll("\\", "/");
+      idx.resources.push({
+        uri: `register://${domainSlug}/${rel}`,
+        title: `Register: ${domainSlug}/${rel}`,
+        mimeType: "application/yaml",
+      });
+    }
+
+    // Load domain entity (if present)
+    const domainYaml = path.join(domainFolder, "registers/00-meta/domain.yaml");
+    if (fs.existsSync(domainYaml)) {
+      const d = readYaml(domainYaml);
+      const ent: Entity = {
+        ...(d ?? {}),
+        id: d?.id ?? `domain.${domainSlug}`,
+        _kind: "domain",
+        _domain: `domain.${domainSlug}`,
+        _source_path: path.relative(archRoot, domainYaml).replaceAll("\\", "/"),
+      };
+      indexEntity(idx, ent);
+    }
+
+    // Load YAML registers with "items"
+    const regList = fg.sync(["registers/**/*.yaml"], {
+      cwd: domainFolder,
+      absolute: true,
+    });
+    for (const file of regList) {
+      const obj = readYaml(file);
+
+      // edges file
+      if (file.endsWith("registers/99-relations/edges.yaml") && obj?.edges) {
+        const edges = obj.edges as Edge[];
+        idx.edges.push(...edges);
+        continue;
+      }
+
+      // Single-entity YAML (has id but no items)
+      if (obj?.id && !obj?.items) {
+        const ent: Entity = {
+          ...(obj ?? {}),
+          _kind: toKindFromId(obj.id),
+          _domain: `domain.${domainSlug}`,
+          _subdomain: obj?.subdomain ?? undefined,
+          _source_path: path.relative(archRoot, file).replaceAll("\\", "/"),
+        };
+        indexEntity(idx, ent);
+        continue;
+      }
+
+      // List YAML (items)
+      if (Array.isArray(obj?.items)) {
+        for (const it of obj.items) {
+          if (!it?.id) continue;
+          const ent: Entity = {
+            ...(it ?? {}),
+            _kind: toKindFromId(it.id),
+            _domain: `domain.${domainSlug}`,
+            _subdomain: it?.subdomain ?? undefined,
+            _source_path: path.relative(archRoot, file).replaceAll("\\", "/"),
+          };
+          indexEntity(idx, ent);
+        }
+      }
+    }
+  }
+
+  return idx;
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/types.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/types.ts
new file mode 100644
index 0000000..387e7c6
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/repo/types.ts
@@ -0,0 +1,44 @@
+export type DomainId = string;
+
+export type Edge = {
+  from: string;
+  type: string;
+  to: string;
+};
+
+export type Entity = {
+  id: string;
+  _kind:
+    | "goal"
+    | "function"
+    | "service"
+    | "information_resource"
+    | "system"
+    | "principle"
+    | "org"
+    | "domain"
+    | "subdomain"
+    | "roadmap"
+    | "risk"
+    | "interaction"
+    | "document"
+    | "legal"
+    | "unknown";
+  _domain?: DomainId;
+  _subdomain?: string;
+  _source_path?: string;
+  [k: string]: any;
+};
+
+export type RepoIndex = {
+  entitiesById: Map<string, Entity>;
+  edges: Edge[];
+  textIndex: Array<{
+    id: string;
+    haystack: string;
+    kind: string;
+    domain?: string;
+    subdomain?: string;
+  }>;
+  resources: Array<{ uri: string; title: string; mimeType: string }>;
+};
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/get_resource.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/get_resource.ts
new file mode 100644
index 0000000..a903390
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/get_resource.ts
@@ -0,0 +1,43 @@
+import fs from "node:fs";
+import path from "node:path";
+import fg from "fast-glob";
+
+function readFileSafe(filePath: string): string {
+  return fs.readFileSync(filePath, "utf-8");
+}
+
+export function getResource(archRoot: string, uri: string) {
+  // manifest://<domain>
+  if (uri.startsWith("manifest://")) {
+    const domain = uri.replace("manifest://", "");
+    const mf = path.join(archRoot, domain, "manifest.yaml");
+    if (!fs.existsSync(mf)) return { ok: false, error: `Not found: ${uri}` };
+    return { ok: true, uri, mimeType: "application/yaml", content: readFileSafe(mf) };
+  }
+
+  // views://<domain>/<viewfile-without-ext>
+  if (uri.startsWith("views://")) {
+    const rest = uri.replace("views://", "");
+    const [domain, viewName] = rest.split("/", 2);
+    const domainDir = path.join(archRoot, domain);
+    const matches = fg.sync([`views/${viewName}.md`], { cwd: domainDir, absolute: true });
+    if (!matches.length) return { ok: false, error: `Not found: ${uri}` };
+    return {
+      ok: true,
+      uri,
+      mimeType: "text/markdown",
+      content: readFileSafe(matches[0]!),
+    };
+  }
+
+  // register://<domain>/<relative-path>
+  if (uri.startsWith("register://")) {
+    const rest = uri.replace("register://", "");
+    const [domain, rel] = rest.split("/", 2);
+    const filePath = path.join(archRoot, domain, rel);
+    if (!fs.existsSync(filePath)) return { ok: false, error: `Not found: ${uri}` };
+    return { ok: true, uri, mimeType: "application/yaml", content: readFileSafe(filePath) };
+  }
+
+  return { ok: false, error: `Unsupported uri: ${uri}` };
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/list_resources.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/list_resources.ts
new file mode 100644
index 0000000..e35456a
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/resources/list_resources.ts
@@ -0,0 +1,8 @@
+import { RepoIndex } from "../repo/types.js";
+
+export function listResources(idx: RepoIndex) {
+  return {
+    ok: true,
+    resources: idx.resources,
+  };
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/get_entity.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/get_entity.ts
new file mode 100644
index 0000000..28b792e
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/get_entity.ts
@@ -0,0 +1,11 @@
+import { RepoIndex } from "../repo/types.js";
+
+export function getEntityTool(idx: RepoIndex, args: any) {
+  const id = String(args?.id ?? "").trim();
+  if (!id) return { ok: false, error: "Missing args.id" };
+
+  const ent = idx.entitiesById.get(id);
+  if (!ent) return { ok: false, error: `Entity not found: ${id}` };
+
+  return { ok: true, entity: ent };
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/list_relations.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/list_relations.ts
new file mode 100644
index 0000000..38fc7cd
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/list_relations.ts
@@ -0,0 +1,16 @@
+import { RepoIndex } from "../repo/types.js";
+
+export function listRelationsTool(idx: RepoIndex, args: any) {
+  const id = String(args?.id ?? "").trim();
+  if (!id) return { ok: false, error: "Missing args.id" };
+
+  const direction = String(args?.direction ?? "both"); // in|out|both
+
+  const edges = idx.edges.filter((e) => {
+    if (direction === "out") return e.from === id;
+    if (direction === "in") return e.to === id;
+    return e.from === id || e.to === id;
+  });
+
+  return { ok: true, edges };
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/search.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/search.ts
new file mode 100644
index 0000000..ec1b0fd
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/search.ts
@@ -0,0 +1,29 @@
+import { RepoIndex } from "../repo/types.js";
+
+export function searchTool(idx: RepoIndex, args: any) {
+  const q = String(args?.query ?? "").toLowerCase().trim();
+  if (!q) return { ok: false, error: "Missing args.query" };
+
+  const kind = args?.kind ? String(args.kind) : null;
+  const subdomain = args?.subdomain ? String(args.subdomain) : null;
+
+  const hits: Array<{ id: string; score: number; kind: string; subdomain?: string }> = [];
+
+  for (const row of idx.textIndex) {
+    if (kind && row.kind !== kind) continue;
+    if (subdomain && row.subdomain !== subdomain) continue;
+
+    // Very simple scoring: count substring occurrences
+    const hay = row.haystack;
+    let score = 0;
+    let pos = hay.indexOf(q);
+    while (pos !== -1) {
+      score++;
+      pos = hay.indexOf(q, pos + q.length);
+    }
+    if (score > 0) hits.push({ id: row.id, score, kind: row.kind, subdomain: row.subdomain });
+  }
+
+  hits.sort((a, b) => b.score - a.score);
+  return { ok: true, results: hits.slice(0, 50) };
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/subgraph.ts b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/subgraph.ts
new file mode 100644
index 0000000..4d5ab45
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/src/tools/subgraph.ts
@@ -0,0 +1,42 @@
+import { RepoIndex } from "../repo/types.js";
+
+export function subgraphTool(idx: RepoIndex, args: any) {
+  const seeds = Array.isArray(args?.seed_ids)
+    ? args.seed_ids.map((x: any) => String(x))
+    : [];
+  const depth = Number.isFinite(args?.depth) ? Number(args.depth) : 1;
+
+  if (!seeds.length) return { ok: false, error: "Missing args.seed_ids[]" };
+  if (depth < 0 || depth > 5) return { ok: false, error: "depth must be 0..5" };
+
+  const nodes = new Set<string>(seeds);
+  const edgesOut: any[] = [];
+
+  let frontier = new Set<string>(seeds);
+
+  for (let d = 0; d < depth; d++) {
+    const next = new Set<string>();
+
+    for (const e of idx.edges) {
+      if (frontier.has(e.from)) {
+        edgesOut.push(e);
+        if (!nodes.has(e.to)) next.add(e.to);
+        nodes.add(e.to);
+      }
+      if (frontier.has(e.to)) {
+        edgesOut.push(e);
+        if (!nodes.has(e.from)) next.add(e.from);
+        nodes.add(e.from);
+      }
+    }
+
+    frontier = next;
+    if (!frontier.size) break;
+  }
+
+  const nodeObjs = Array.from(nodes).map(
+    (id) => idx.entitiesById.get(id) ?? { id, _kind: "unknown" }
+  );
+
+  return { ok: true, nodes: nodeObjs, edges: edgesOut };
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcp/tsconfig.json b/ikt-arh-kultura-valodu-tehnologijas/mcp/tsconfig.json
new file mode 100644
index 0000000..5c4f7d0
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcp/tsconfig.json
@@ -0,0 +1,15 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "ES2022",
+    "moduleResolution": "Bundler",
+    "outDir": "dist",
+    "rootDir": "src",
+    "strict": true,
+    "esModuleInterop": true,
+    "resolveJsonModule": true,
+    "skipLibCheck": true,
+    "types": ["node"]
+  },
+  "include": ["src/**/*.ts"]
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/README.md b/ikt-arh-kultura-valodu-tehnologijas/mcpf/README.md
new file mode 100644
index 0000000..5e17323
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/README.md
@@ -0,0 +1,506 @@
+# KISC MCP Server - MCPF Integration Deployment Guide
+
+**Project:** MCPF (MCP Trust Framework) Integration for KISC MCP Server  
+**Target Server:** llm.kis.gov.lv  
+**DID:** `did:web:llm.kis.gov.lv`  
+**Date:** 2026-01-30  
+
+---
+
+## 📋 Table of Contents
+
+1. [Overview](#overview)
+2. [Package Contents](#package-contents)
+3. [Prerequisites](#prerequisites)
+4. [Part A: Local Implementation](#part-a-local-implementation)
+5. [Part B: VeriTrust Integration](#part-b-veritrust-integration)
+6. [Validation & Testing](#validation--testing)
+7. [Troubleshooting](#troubleshooting)
+
+---
+
+## Overview
+
+This package integrates MCPF (MCP Trust Framework) into the KISC MCP Server, providing:
+
+✅ **Cryptographic Identity** — `did:web:llm.kis.gov.lv` with Ed25519 signing  
+✅ **Verifiable Credentials** — VeriTrust-issued MCPServerCredential  
+✅ **Trust Metadata** — Discoverable at `/.well-known/mcp-trust-registry.json`  
+✅ **Standards Compliance** — W3C DID Core, VC Data Model, MCPF Specification  
+
+---
+
+## Package Contents
+
+```
+kisc-mcpf-deploy/
+├── README.md                          # This file
+├── keypair-SECURE.json                # ⚠️  PRIVATE KEY (secure handling!)
+├── public-key.json                    # Public key reference
+│
+├── wellknown/                         # .well-known files for nginx
+│   ├── did.json                       # DID Document
+│   ├── jwks.json                      # JWK Set (public keys)
+│   ├── mcp-trust-registry.json        # MCPF registry discovery
+│   ├── security.txt                   # RFC 9116 security contact
+│   ├── mcp/
+│   │   └── manifest.json              # MCP server capabilities
+│   └── credentials/
+│       └── mcp-server.json            # VC placeholder (VeriTrust will replace)
+│
+├── scripts/                           # Deployment automation
+│   ├── deploy-wellknown.sh            # Deploy .well-known to server
+│   ├── validate-endpoints.sh          # Test all endpoints
+│   └── update-env.sh                  # Add MCPF_PRIVATE_KEY to .env
+│
+├── nginx/                             # nginx configuration
+│   └── wellknown.conf                 # nginx config for .well-known
+│
+├── docs/                              # Documentation
+│   ├── DEPLOYMENT.md                  # Step-by-step deployment
+│   ├── INTEGRATION.md                 # start.sh/status.sh updates
+│   └── TESTING.md                     # Validation procedures
+│
+└── veritrust/                         # VeriTrust submission
+    ├── README-VERITRUST.md            # Instructions for VeriTrust
+    ├── mcp-server-request.json        # Credential request payload
+    └── install-credential.sh          # Install received VC
+```
+
+---
+
+## Prerequisites
+
+Before deployment, ensure:
+
+- [ ] SSH access to `llm.kis.gov.lv` (10.20.30.96)
+- [ ] Sudo privileges or ownership of `/opt/kisc-llm/`
+- [ ] POC stack running (`/opt/kisc-llm/poc/deploy/`)
+- [ ] nginx container (kisc-nginx) operational
+- [ ] Let's Encrypt certificates valid
+- [ ] Git access to `kisc-gov-lv/MCP-KISC-architecture`
+
+---
+
+## Part A: Local Implementation
+
+### Step 1: Secure Private Key Storage
+
+**⚠️ CRITICAL: Handle `keypair-SECURE.json` securely!**
+
+```bash
+# On your local machine (NOT on server yet)
+cat keypair-SECURE.json
+# Contains: private_key_pem, public_key_pem, multibase, jwk_x
+
+# Verify integrity
+sha256sum keypair-SECURE.json
+```
+
+**DO NOT:**
+- ❌ Commit to Git
+- ❌ Send via unencrypted email
+- ❌ Store in Slack/Teams
+- ❌ Print to logs
+
+**DO:**
+- ✅ Transfer via encrypted channel (scp with key auth, 1Password, etc.)
+- ✅ Store in `/opt/kisc-llm/poc/deploy/.env` only
+- ✅ Backup offline (encrypted USB/vault)
+- ✅ Document who has access
+
+---
+
+### Step 2: Deploy .well-known Files to Server
+
+```bash
+# On llm.kis.gov.lv server
+
+# 1. Create .well-known directory
+sudo mkdir -p /opt/kisc-llm/poc/deploy/.well-known/{mcp,credentials}
+sudo chown -R "$USER":"$USER" /opt/kisc-llm/poc/deploy/.well-known
+
+# 2. Copy .well-known files
+cd /opt/kisc-llm/poc/deploy
+rsync -av /path/to/kisc-mcpf-deploy/wellknown/ .well-known/
+
+# 3. Verify structure
+tree .well-known/
+# Expected:
+# .well-known/
+# ├── did.json
+# ├── jwks.json
+# ├── mcp-trust-registry.json
+# ├── security.txt
+# ├── mcp/
+# │   └── manifest.json
+# └── credentials/
+#     └── mcp-server.json
+
+# 4. Set permissions (read-only for nginx)
+chmod -R 644 .well-known/**/*
+find .well-known -type d -exec chmod 755 {} \;
+```
+
+---
+
+### Step 3: Add Private Key to .env
+
+```bash
+# On llm.kis.gov.lv server
+cd /opt/kisc-llm/poc/deploy
+
+# Extract private key from keypair-SECURE.json
+PRIVATE_KEY_PEM=$(cat /path/to/keypair-SECURE.json | jq -r '.private_key_pem')
+
+# Add to .env (replace newlines with \n)
+echo "MCPF_PRIVATE_KEY=\"$PRIVATE_KEY_PEM\"" >> .env
+
+# Verify (should show -----BEGIN PRIVATE KEY-----)
+grep MCPF_PRIVATE_KEY .env | head -c 100
+
+# Secure the .env file
+chmod 600 .env
+```
+
+---
+
+### Step 4: Update nginx Configuration
+
+```bash
+# On llm.kis.gov.lv server
+cd /opt/kisc-llm/poc/deploy/nginx/conf.d
+
+# Backup existing config
+cp default.conf default.conf.backup-$(date +%Y%m%d)
+
+# Add .well-known location block (insert after line 30, before "location /")
+cat >> default.conf << 'EOF'
+
+  # ==========================================================================
+  # MCPF .well-known endpoints
+  # ==========================================================================
+  location /.well-known/ {
+    alias /opt/kisc-llm/poc/deploy/.well-known/;
+    
+    # CORS headers for trust framework discovery
+    add_header Access-Control-Allow-Origin * always;
+    add_header Access-Control-Allow-Methods "GET, OPTIONS" always;
+    add_header Access-Control-Allow-Headers "Content-Type" always;
+    
+    # Cache DID documents for 1 hour (they rarely change)
+    add_header Cache-Control "public, max-age=3600" always;
+    
+    # Serve JSON files
+    location ~ \.(json)$ {
+      add_header Content-Type application/json;
+    }
+    
+    # Serve text files
+    location ~ \.(txt)$ {
+      add_header Content-Type text/plain;
+    }
+    
+    # No directory listing
+    autoindex off;
+  }
+
+EOF
+
+# Validate nginx config
+docker exec kisc-nginx nginx -t
+
+# If validation passes, reload
+docker exec kisc-nginx nginx -s reload
+```
+
+---
+
+### Step 5: Update start.sh Script
+
+Add MCPF integration steps to `/opt/kisc-llm/poc/deploy/scripts/start.sh`:
+
+```bash
+# Insert after Step 3 (TLS cert handling), before Step 4 (OpenGateLLM start)
+
+# =============================================================================
+# Step 3.5: MCPF .well-known Files
+# =============================================================================
+log_step "Step 3.5: Checking MCPF .well-known files..."
+
+if [[ ! -f "$DEPLOY_DIR/.well-known/did.json" ]]; then
+  log_error "MCPF .well-known files not found!"
+  log_error "Run: rsync -av /path/to/wellknown/ $DEPLOY_DIR/.well-known/"
+  exit 1
+fi
+
+# Verify critical files exist
+REQUIRED_FILES=(
+  ".well-known/did.json"
+  ".well-known/jwks.json"
+  ".well-known/mcp-trust-registry.json"
+  ".well-known/mcp/manifest.json"
+  ".well-known/credentials/mcp-server.json"
+)
+
+for file in "${REQUIRED_FILES[@]}"; do
+  if [[ ! -f "$DEPLOY_DIR/$file" ]]; then
+    log_warn "Missing: $file"
+  fi
+done
+
+log_info "MCPF .well-known files OK"
+```
+
+---
+
+### Step 6: Update status.sh Script
+
+Add MCPF health checks to `/opt/kisc-llm/poc/deploy/scripts/status.sh`:
+
+```bash
+# Insert at the end, before final completion message
+
+# =============================================================================
+# MCPF ENDPOINTS STATUS
+# =============================================================================
+echo -e "${CYAN}MCPF Endpoints:${NC}"
+echo "----------------------------------------"
+
+check_wellknown() {
+  local endpoint=$1
+  local name=$2
+  local response
+  response=$(curl -sS -k --connect-timeout 2 "https://localhost$endpoint" 2>/dev/null || echo "")
+  
+  if [[ -n "$response" ]] && echo "$response" | grep -q "@context\|keys\|mcpfVersion"; then
+    echo -e "  ${GREEN}✅${NC} $name"
+  else
+    echo -e "  ${RED}❌${NC} $name (HTTP error or empty response)"
+  fi
+}
+
+check_wellknown "/.well-known/did.json" "DID Document"
+check_wellknown "/.well-known/jwks.json" "JWKS"
+check_wellknown "/.well-known/mcp-trust-registry.json" "MCPF Registry Discovery"
+check_wellknown "/.well-known/mcp/manifest.json" "MCP Manifest"
+check_wellknown "/.well-known/credentials/mcp-server.json" "MCP Credential"
+
+echo ""
+```
+
+---
+
+### Step 7: Validate Deployment
+
+```bash
+# On llm.kis.gov.lv server
+cd /opt/kisc-llm/poc/deploy
+
+# Test .well-known endpoints
+./scripts/validate-endpoints.sh
+
+# Expected output:
+# ✅ DID Document: https://llm.kis.gov.lv/.well-known/did.json
+# ✅ JWKS: https://llm.kis.gov.lv/.well-known/jwks.json
+# ✅ MCPF Registry: https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json
+# ✅ MCP Manifest: https://llm.kis.gov.lv/.well-known/mcp/manifest.json
+# ✅ MCP Credential: https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json
+```
+
+---
+
+## Part B: VeriTrust Integration
+
+### Step 8: Submit to VeriTrust for Credential Issuance
+
+**KISC already has a VeriTrust profile!**
+
+Existing KISC DID in VeriTrust:
+- `did:key:z6Mkuwv1z6y2yorbBf4LEkNzJCg16ERVfWE3bJEPKXtQm7a9` (Holder DID)
+- `did:web:veritrust.vc:portal:company:df0684bd-b54a-4684-b3d6-93a3b1c4bcb9` (Public Alias)
+
+**Action Required:**
+
+1. **Contact VeriTrust** via existing relationship
+2. **Request MCPServerCredential** for `did:web:llm.kis.gov.lv`
+3. **Provide:**
+   - DID: `did:web:llm.kis.gov.lv`
+   - Public Key (multibase): `z6MkjWGNnJsdyvutfbsytFJhkwDwyHkMkfWVL8X1fS1yBm2w`
+   - MCP Endpoint: `https://llm.kis.gov.lv/mcp`
+   - Manifest URL: `https://llm.kis.gov.lv/.well-known/mcp/manifest.json`
+   - Organization: KISC (Kultūras informācijas sistēmu centrs)
+   - Owner: Kultūras ministrija
+   - Compliance: GDPR, NIS2, Latvian Data Protection Act
+
+**Submission Payload:** See `veritrust/mcp-server-request.json`
+
+---
+
+### Step 9: Install VeriTrust-Issued Credential
+
+Once VeriTrust issues the credential:
+
+```bash
+# On llm.kis.gov.lv server
+cd /opt/kisc-llm/poc/deploy
+
+# Backup placeholder
+cp .well-known/credentials/mcp-server.json .well-known/credentials/mcp-server.json.placeholder
+
+# Install VeriTrust credential (replace PLACEHOLDER with actual credential)
+cat > .well-known/credentials/mcp-server.json << 'EOF'
+{
+  "@context": [
+    "https://www.w3.org/2018/credentials/v1",
+    "https://mcpf.dev/credentials/v1"
+  ],
+  "id": "https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json",
+  ... (VeriTrust-provided credential JSON) ...
+}
+EOF
+
+# Verify signature (use MCPF-python or manual verification)
+# The credential MUST be signed by did:web:veritrust.vc
+
+# Reload nginx to pick up new credential
+docker exec kisc-nginx nginx -s reload
+```
+
+---
+
+## Validation & Testing
+
+### Local Tests (from server)
+
+```bash
+# Test DID Document
+curl https://llm.kis.gov.lv/.well-known/did.json | jq
+
+# Test MCPF Registry Discovery
+curl https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json | jq
+
+# Test MCP Manifest
+curl https://llm.kis.gov.lv/.well-known/mcp/manifest.json | jq
+
+# Test credential (placeholder until VeriTrust issues)
+curl https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json | jq
+```
+
+### External Tests (from any machine)
+
+```bash
+# DID Resolution (W3C standard)
+curl https://llm.kis.gov.lv/.well-known/did.json
+
+# Should return:
+# {
+#   "@context": [...],
+#   "id": "did:web:llm.kis.gov.lv",
+#   "verificationMethod": [...],
+#   ...
+# }
+```
+
+### AI Agent Discovery Test
+
+```python
+import requests
+
+# Agent discovers MCPF-enabled MCP server
+registry_response = requests.get("https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json")
+print(registry_response.json())
+
+# Agent fetches credential for verification
+credential_url = registry_response.json()["services"]["mcp"]["credential"]
+credential = requests.get(credential_url).json()
+
+# Agent verifies signature against did:web:veritrust.vc
+# (Use MCPF-python for full verification)
+```
+
+---
+
+## Troubleshooting
+
+### Issue: 404 on .well-known endpoints
+
+**Cause:** nginx not serving .well-known directory
+
+**Fix:**
+```bash
+# Check nginx volume mount
+docker inspect kisc-nginx | grep .well-known
+
+# If missing, update docker-compose.yml:
+volumes:
+  - ./.well-known:/opt/kisc-llm/poc/deploy/.well-known:ro
+
+# Restart
+docker restart kisc-nginx
+```
+
+---
+
+### Issue: CORS errors when agents try to fetch DID
+
+**Cause:** Missing CORS headers
+
+**Fix:** Ensure nginx config has:
+```nginx
+add_header Access-Control-Allow-Origin * always;
+```
+
+---
+
+### Issue: Private key not found in .env
+
+**Cause:** MCPF_PRIVATE_KEY not set
+
+**Fix:**
+```bash
+# Check .env
+grep MCPF_PRIVATE_KEY /opt/kisc-llm/poc/deploy/.env
+
+# If missing, extract from keypair-SECURE.json and add
+```
+
+---
+
+## Security Checklist
+
+Before going to production:
+
+- [ ] `keypair-SECURE.json` deleted from server (only in `.env`)
+- [ ] `.env` has permissions `600` (read/write by owner only)
+- [ ] `.well-known` files have permissions `644` (world-readable)
+- [ ] Private key backed up offline (encrypted)
+- [ ] Access control documented (who has private key)
+- [ ] VeriTrust credential installed (not placeholder)
+- [ ] All endpoints accessible via HTTPS only
+- [ ] nginx TLS configured correctly (Let's Encrypt)
+
+---
+
+## Next Steps
+
+1. **Deploy locally** (Part A) — Complete Steps 1-7
+2. **Submit to VeriTrust** (Part B) — Step 8
+3. **Install credential** — Step 9 (after VeriTrust response)
+4. **Test with AI agents** — Validate MCPF discovery workflow
+5. **Monitor** — Check logs, status.sh output
+6. **Document** — Update KISC internal documentation
+
+---
+
+## Support
+
+- **MCPF Specification:** https://github.com/MCPTrustFramework/MCPF-specification
+- **VeriTrust:** https://veritrust.vc
+- **Questions:** Contact Rihards (Veritrust relationship) or KISC IT team
+
+---
+
+**Version:** 1.0  
+**Last Updated:** 2026-01-30  
+**Status:** Ready for Deployment
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/scripts/validate-endpoints.sh b/ikt-arh-kultura-valodu-tehnologijas/mcpf/scripts/validate-endpoints.sh
new file mode 100644
index 0000000..d3d3565
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/scripts/validate-endpoints.sh
@@ -0,0 +1,138 @@
+#!/usr/bin/env bash
+###############################################################################
+# KISC MCPF - Validate .well-known Endpoints
+#
+# Tests all MCPF endpoints are accessible and return valid JSON
+#
+# Usage: ./validate-endpoints.sh [domain]
+#   Default domain: localhost (for local testing)
+#   Production: ./validate-endpoints.sh llm.kis.gov.lv
+###############################################################################
+set -euo pipefail
+
+DOMAIN="${1:-localhost}"
+BASE_URL="https://$DOMAIN"
+
+# Use -k for localhost self-signed certs
+CURL_OPTS="-sS --connect-timeout 5 --max-time 10"
+if [[ "$DOMAIN" == "localhost" ]]; then
+  CURL_OPTS="$CURL_OPTS -k"
+fi
+
+# Colors
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+YELLOW='\033[1;33m'
+NC='\033[0m'
+
+PASSED=0
+FAILED=0
+
+echo "============================================"
+echo "MCPF Endpoint Validation"
+echo "============================================"
+echo "Target: $BASE_URL"
+echo ""
+
+test_endpoint() {
+  local path=$1
+  local name=$2
+  local required_field=$3
+  
+  echo -n "Testing $name... "
+  
+  local url="$BASE_URL$path"
+  local response
+  response=$(curl $CURL_OPTS "$url" 2>/dev/null || echo "")
+  
+  if [[ -z "$response" ]]; then
+    echo -e "${RED}❌ FAIL${NC} (No response)"
+    echo "  URL: $url"
+    ((FAILED++))
+    return 1
+  fi
+  
+  # Check if valid JSON
+  if ! echo "$response" | jq empty 2>/dev/null; then
+    echo -e "${RED}❌ FAIL${NC} (Invalid JSON)"
+    echo "  URL: $url"
+    echo "  Response: ${response:0:100}..."
+    ((FAILED++))
+    return 1
+  fi
+  
+  # Check for required field
+  if [[ -n "$required_field" ]]; then
+    if ! echo "$response" | jq -e "$required_field" >/dev/null 2>&1; then
+      echo -e "${YELLOW}⚠️  WARN${NC} (Missing field: $required_field)"
+      echo "  URL: $url"
+    fi
+  fi
+  
+  echo -e "${GREEN}✅ PASS${NC}"
+  echo "  URL: $url"
+  ((PASSED++))
+}
+
+# =============================================================================
+# Test Suite
+# =============================================================================
+
+# Test 1: DID Document
+test_endpoint "/.well-known/did.json" "DID Document" ".id"
+
+# Test 2: JWKS
+test_endpoint "/.well-known/jwks.json" "JWKS" ".keys"
+
+# Test 3: MCPF Registry Discovery
+test_endpoint "/.well-known/mcp-trust-registry.json" "MCPF Registry Discovery" ".mcpfVersion"
+
+# Test 4: Security.txt
+echo -n "Testing Security.txt... "
+response=$(curl $CURL_OPTS "$BASE_URL/.well-known/security.txt" 2>/dev/null || echo "")
+if echo "$response" | grep -q "Contact:"; then
+  echo -e "${GREEN}✅ PASS${NC}"
+  echo "  URL: $BASE_URL/.well-known/security.txt"
+  ((PASSED++))
+else
+  echo -e "${RED}❌ FAIL${NC}"
+  ((FAILED++))
+fi
+
+# Test 5: MCP Manifest
+test_endpoint "/.well-known/mcp/manifest.json" "MCP Manifest" ".capabilities"
+
+# Test 6: MCP Credential
+test_endpoint "/.well-known/credentials/mcp-server.json" "MCP Credential" ".credentialSubject"
+
+# =============================================================================
+# Results
+# =============================================================================
+
+echo ""
+echo "============================================"
+echo "Results"
+echo "============================================"
+echo "Passed: $PASSED"
+echo "Failed: $FAILED"
+echo ""
+
+if [[ $FAILED -eq 0 ]]; then
+  echo -e "${GREEN}✅ All tests passed!${NC}"
+  echo ""
+  echo "MCPF integration is working correctly."
+  echo "Next steps:"
+  echo "  1. Submit to VeriTrust for credential issuance"
+  echo "  2. Replace placeholder credential in /.well-known/credentials/mcp-server.json"
+  echo "  3. Test with AI agents (Claude Desktop, ChatGPT, etc.)"
+  exit 0
+else
+  echo -e "${RED}❌ Some tests failed${NC}"
+  echo ""
+  echo "Troubleshooting:"
+  echo "  1. Check nginx is serving .well-known directory"
+  echo "  2. Verify .well-known files exist in /opt/kisc-llm/poc/deploy/.well-known/"
+  echo "  3. Check nginx logs: docker logs kisc-nginx"
+  echo "  4. Verify TLS certificates are valid"
+  exit 1
+fi
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/README-VERITRUST.md b/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/README-VERITRUST.md
new file mode 100644
index 0000000..ad5546d
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/README-VERITRUST.md
@@ -0,0 +1,247 @@
+# VeriTrust MCPF Credential Submission
+
+## Overview
+
+KISC already has a VeriTrust organization profile. This submission requests a **MCPServerCredential** for the new `did:web:llm.kis.gov.lv` identity.
+
+---
+
+## Existing KISC Profile in VeriTrust
+
+**Holder DID:** `did:key:z6Mkuwv1z6y2yorbBf4LEkNzJCg16ERVfWE3bJEPKXtQm7a9`  
+**Public Alias:** `did:web:veritrust.vc:portal:company:df0684bd-b54a-4684-b3d6-93a3b1c4bcb9`  
+**Status:** Verified  
+
+---
+
+## New Identity for MCP Server
+
+**DID:** `did:web:llm.kis.gov.lv`  
+**Public Key (multibase):** `z6MkjWGNnJsdyvutfbsytFJhkwDwyHkMkfWVL8X1fS1yBm2w`  
+**Service Endpoint:** `https://llm.kis.gov.lv/mcp`  
+**Manifest:** `https://llm.kis.gov.lv/.well-known/mcp/manifest.json`  
+
+---
+
+## Submission Process
+
+### Step 1: Verify Local Deployment
+
+Before submitting to VeriTrust, ensure:
+
+```bash
+# All .well-known endpoints accessible
+curl https://llm.kis.gov.lv/.well-known/did.json
+curl https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json
+curl https://llm.kis.gov.lv/.well-known/mcp/manifest.json
+
+# MCP server operational
+curl https://llm.kis.gov.lv/mcp-health
+```
+
+---
+
+### Step 2: Submit Credential Request
+
+**Method 1: Via VeriTrust Portal (Recommended)**
+
+1. Log into VeriTrust portal: https://veritrust.vc/portal
+2. Navigate to your KISC organization profile
+3. Click "Request Credential" → "MCP Server Credential"
+4. Fill in form with data from `mcp-server-request.json`
+5. Upload or paste:
+   - DID: `did:web:llm.kis.gov.lv`
+   - Public key (multibase): `z6MkjWGNnJsdyvutfbsytFJhkwDwyHkMkfWVL8X1fS1yBm2w`
+   - Endpoint: `https://llm.kis.gov.lv/mcp`
+   - Manifest URL: `https://llm.kis.gov.lv/.well-known/mcp/manifest.json`
+6. Submit for review
+
+**Method 2: Via API (If Available)**
+
+```bash
+# POST to VeriTrust credential issuance API
+curl -X POST https://veritrust.vc/api/v1/credentials/issue \
+  -H "Authorization: Bearer $VERITRUST_API_KEY" \
+  -H "Content-Type: application/json" \
+  -d @mcp-server-request.json
+```
+
+**Method 3: Email Submission**
+
+Send `mcp-server-request.json` to: credentials@veritrust.vc
+
+Include:
+- Subject: "KISC MCP Server Credential Request - did:web:llm.kis.gov.lv"
+- Body: Reference existing KISC profile (did:key:z6Mkuwv1z6y2yorbBf4LEkNzJCg16ERVfWE3bJEPKXtQm7a9)
+- Attach: mcp-server-request.json
+
+---
+
+### Step 3: Verification by VeriTrust
+
+VeriTrust will verify:
+
+1. ✅ KISC organization profile exists and is verified
+2. ✅ `llm.kis.gov.lv` domain is controlled by KISC
+3. ✅ DID document accessible at `https://llm.kis.gov.lv/.well-known/did.json`
+4. ✅ MCP manifest valid at `https://llm.kis.gov.lv/.well-known/mcp/manifest.json`
+5. ✅ Public key matches DID document
+6. ✅ Compliance claims are accurate (GDPR, NIS2)
+
+**Timeline:** 1-5 business days (typically 1-2 days for verified organizations)
+
+---
+
+### Step 4: Receive Credential
+
+VeriTrust will provide:
+
+```json
+{
+  "@context": [
+    "https://www.w3.org/2018/credentials/v1",
+    "https://mcpf.dev/credentials/v1"
+  ],
+  "id": "https://veritrust.vc/credentials/[UUID]",
+  "type": ["VerifiableCredential", "MCPServerCredential"],
+  "issuer": {
+    "id": "did:web:veritrust.vc",
+    "name": "VeriTrust"
+  },
+  "issuanceDate": "2026-01-30T10:00:00Z",
+  "expirationDate": "2027-01-30T10:00:00Z",
+  "credentialSubject": {
+    "id": "did:web:llm.kis.gov.lv#mcp-server",
+    ...
+  },
+  "credentialStatus": {
+    "id": "https://veritrust.vc/status/2026#94567",
+    "type": "StatusList2021Entry",
+    ...
+  },
+  "proof": {
+    "type": "Ed25519Signature2020",
+    "created": "2026-01-30T10:00:00Z",
+    "verificationMethod": "did:web:veritrust.vc#key-1",
+    "proofPurpose": "assertionMethod",
+    "proofValue": "z5vgK8B..." // VeriTrust's cryptographic signature
+  }
+}
+```
+
+---
+
+### Step 5: Install Credential
+
+Use the provided `install-credential.sh` script:
+
+```bash
+# On llm.kis.gov.lv server
+cd /opt/kisc-llm/poc/deploy
+
+# Save VeriTrust credential to temporary file
+cat > /tmp/veritrust-credential.json << 'EOF'
+{
+  ... (paste VeriTrust-provided credential JSON) ...
+}
+EOF
+
+# Run install script
+./veritrust/install-credential.sh /tmp/veritrust-credential.json
+
+# Verify installation
+curl https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json | jq
+```
+
+---
+
+### Step 6: Register in MCPF Registry
+
+VeriTrust will automatically register the MCP server in their MCPF registry at `https://mcp.veritrust.vc`.
+
+Verify registration:
+
+```bash
+# Search by country
+curl "https://mcp.veritrust.vc/mcp/search?country=LV"
+
+# Get specific server
+curl "https://mcp.veritrust.vc/mcp/servers/did:web:llm.kis.gov.lv"
+```
+
+Expected response:
+```json
+{
+  "did": "did:web:llm.kis.gov.lv",
+  "endpoint": "https://llm.kis.gov.lv/mcp",
+  "manifest": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json",
+  "credentials": [
+    "https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json"
+  ],
+  "metadata": {
+    "organization": "Kultūras informācijas sistēmu centrs",
+    "country": "LV",
+    "tags": ["architecture", "government", "latvia", "culture"],
+    "status": "active"
+  }
+}
+```
+
+---
+
+## Troubleshooting
+
+### VeriTrust cannot verify domain ownership
+
+**Solution:** Add DNS TXT record:
+
+```
+_veritrust.llm.kis.gov.lv TXT "did=did:web:llm.kis.gov.lv"
+```
+
+### VeriTrust cannot fetch DID document
+
+**Solution:** Verify HTTPS and CORS:
+
+```bash
+curl -I https://llm.kis.gov.lv/.well-known/did.json
+# Should show: 
+# HTTP/2 200
+# access-control-allow-origin: *
+# content-type: application/json
+```
+
+### Credential issuance delayed
+
+**Solution:** Contact VeriTrust support with:
+- Organization: KISC
+- Existing DID: did:key:z6Mkuwv1z6y2yorbBf4LEkNzJCg16ERVfWE3bJEPKXtQm7a9
+- New DID: did:web:llm.kis.gov.lv
+- Request ID: (if provided)
+
+---
+
+## Contact
+
+**VeriTrust Support:**
+- Website: https://veritrust.vc
+- Email: support@veritrust.vc (or credentials@veritrust.vc)
+- Portal: https://veritrust.vc/portal
+
+**KISC Contact:**
+- Rihards (VeriTrust relationship)
+- KISC IT operations team
+
+---
+
+## Credential Renewal
+
+**Expiration:** 1 year from issuance  
+**Renewal Process:** 30 days before expiration, VeriTrust will notify KISC via email  
+**Action Required:** Confirm renewal (usually automatic for verified organizations)
+
+---
+
+**Version:** 1.0  
+**Last Updated:** 2026-01-30  
+**Status:** Ready for Submission
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/install-credential.sh b/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/install-credential.sh
new file mode 100644
index 0000000..910842d
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/install-credential.sh
@@ -0,0 +1,206 @@
+#!/usr/bin/env bash
+###############################################################################
+# KISC MCPF - Install VeriTrust-Issued Credential
+#
+# Installs the VeriTrust-signed MCP Server Credential and validates it
+#
+# Usage: ./install-credential.sh <credential-file.json>
+###############################################################################
+set -euo pipefail
+
+CREDENTIAL_FILE="${1:-}"
+DEPLOY_DIR="/opt/kisc-llm/poc/deploy"
+TARGET="$DEPLOY_DIR/.well-known/credentials/mcp-server.json"
+
+# Colors
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+YELLOW='\033[1;33m'
+NC='\033[0m'
+
+log_info()  { echo -e "${GREEN}[INFO]${NC} $1"; }
+log_warn()  { echo -e "${YELLOW}[WARN]${NC} $1"; }
+log_error() { echo -e "${RED}[ERROR]${NC} $1"; }
+
+# =============================================================================
+# Validation
+# =============================================================================
+
+if [[ -z "$CREDENTIAL_FILE" ]]; then
+  log_error "Usage: $0 <credential-file.json>"
+  echo ""
+  echo "Example:"
+  echo "  $0 /tmp/veritrust-credential.json"
+  exit 1
+fi
+
+if [[ ! -f "$CREDENTIAL_FILE" ]]; then
+  log_error "File not found: $CREDENTIAL_FILE"
+  exit 1
+fi
+
+if [[ ! -d "$DEPLOY_DIR" ]]; then
+  log_error "Deploy directory not found: $DEPLOY_DIR"
+  exit 1
+fi
+
+echo "============================================"
+echo "Install VeriTrust Credential"
+echo "============================================"
+echo "Source: $CREDENTIAL_FILE"
+echo "Target: $TARGET"
+echo ""
+
+# =============================================================================
+# Validate Credential Format
+# =============================================================================
+
+log_info "Step 1: Validating credential format..."
+
+# Check if valid JSON
+if ! jq empty "$CREDENTIAL_FILE" 2>/dev/null; then
+  log_error "Invalid JSON in credential file"
+  exit 1
+fi
+
+# Check required fields
+REQUIRED_FIELDS=(
+  "@context"
+  "type"
+  "issuer.id"
+  "credentialSubject.id"
+  "proof.type"
+  "proof.proofValue"
+)
+
+for field in "${REQUIRED_FIELDS[@]}"; do
+  if ! jq -e ".$field" "$CREDENTIAL_FILE" >/dev/null 2>&1; then
+    log_error "Missing required field: $field"
+    exit 1
+  fi
+done
+
+# Verify issuer is VeriTrust
+ISSUER=$(jq -r '.issuer.id' "$CREDENTIAL_FILE")
+if [[ "$ISSUER" != "did:web:veritrust.vc" ]]; then
+  log_error "Invalid issuer: $ISSUER (expected: did:web:veritrust.vc)"
+  exit 1
+fi
+
+# Verify subject is KISC MCP server
+SUBJECT=$(jq -r '.credentialSubject.id' "$CREDENTIAL_FILE")
+if [[ "$SUBJECT" != "did:web:llm.kis.gov.lv#mcp-server" ]]; then
+  log_warn "Subject mismatch: $SUBJECT (expected: did:web:llm.kis.gov.lv#mcp-server)"
+fi
+
+# Check expiration
+EXPIRATION=$(jq -r '.expirationDate' "$CREDENTIAL_FILE")
+log_info "Credential expires: $EXPIRATION"
+
+log_info "✅ Credential format valid"
+echo ""
+
+# =============================================================================
+# Backup Existing Credential
+# =============================================================================
+
+log_info "Step 2: Backing up existing credential..."
+
+if [[ -f "$TARGET" ]]; then
+  BACKUP="$TARGET.backup-$(date +%Y%m%d-%H%M%S)"
+  cp "$TARGET" "$BACKUP"
+  log_info "Backup created: $BACKUP"
+else
+  log_warn "No existing credential to backup"
+fi
+
+echo ""
+
+# =============================================================================
+# Install New Credential
+# =============================================================================
+
+log_info "Step 3: Installing new credential..."
+
+# Copy credential to target location
+cp "$CREDENTIAL_FILE" "$TARGET"
+
+# Set permissions (world-readable)
+chmod 644 "$TARGET"
+
+log_info "✅ Credential installed: $TARGET"
+echo ""
+
+# =============================================================================
+# Reload nginx
+# =============================================================================
+
+log_info "Step 4: Reloading nginx..."
+
+if docker ps --format '{{.Names}}' | grep -q "kisc-nginx"; then
+  docker exec kisc-nginx nginx -s reload
+  log_info "✅ nginx reloaded"
+else
+  log_warn "nginx container not found, skipping reload"
+fi
+
+echo ""
+
+# =============================================================================
+# Verify Installation
+# =============================================================================
+
+log_info "Step 5: Verifying installation..."
+
+# Test endpoint
+RESPONSE=$(curl -sS -k https://localhost/.well-known/credentials/mcp-server.json 2>/dev/null || echo "")
+
+if [[ -z "$RESPONSE" ]]; then
+  log_error "Endpoint not accessible"
+  exit 1
+fi
+
+if ! echo "$RESPONSE" | jq empty 2>/dev/null; then
+  log_error "Endpoint returned invalid JSON"
+  exit 1
+fi
+
+# Check proof value matches
+INSTALLED_PROOF=$(echo "$RESPONSE" | jq -r '.proof.proofValue')
+SOURCE_PROOF=$(jq -r '.proof.proofValue' "$CREDENTIAL_FILE")
+
+if [[ "$INSTALLED_PROOF" != "$SOURCE_PROOF" ]]; then
+  log_error "Proof value mismatch! Installation may be corrupted."
+  exit 1
+fi
+
+log_info "✅ Installation verified"
+echo ""
+
+# =============================================================================
+# Success Summary
+# =============================================================================
+
+echo "============================================"
+echo "Installation Complete"
+echo "============================================"
+echo ""
+echo "Credential Details:"
+echo "  Issuer:     $(jq -r '.issuer.name' "$TARGET")"
+echo "  Subject:    $(jq -r '.credentialSubject.id' "$TARGET")"
+echo "  Issued:     $(jq -r '.issuanceDate' "$TARGET")"
+echo "  Expires:    $(jq -r '.expirationDate' "$TARGET")"
+echo "  Status URL: $(jq -r '.credentialStatus.statusListCredential' "$TARGET")"
+echo ""
+echo "Endpoint:"
+echo "  https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json"
+echo ""
+echo "Next Steps:"
+echo "  1. Test external access:"
+echo "     curl https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json | jq"
+echo ""
+echo "  2. Verify in MCPF Registry:"
+echo "     curl https://mcp.veritrust.vc/mcp/servers/did:web:llm.kis.gov.lv"
+echo ""
+echo "  3. Test with AI agent (Claude Desktop, ChatGPT, etc.)"
+echo ""
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/mcp-server-request.json b/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/mcp-server-request.json
new file mode 100644
index 0000000..74b808b
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/veritrust/mcp-server-request.json
@@ -0,0 +1,66 @@
+{
+  "credentialType": "MCPServerCredential",
+  "subject": {
+    "did": "did:web:llm.kis.gov.lv",
+    "type": "MCPServer",
+    "endpoint": "https://llm.kis.gov.lv/mcp",
+    "manifest": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json"
+  },
+  "controller": {
+    "id": "org.kisc",
+    "name": "Kultūras informācijas sistēmu centrs",
+    "registrationNumber": "KISC-REG-NUMBER",
+    "country": "LV",
+    "website": "https://kis.gov.lv",
+    "existingDID": "did:key:z6Mkuwv1z6y2yorbBf4LEkNzJCg16ERVfWE3bJEPKXtQm7a9"
+  },
+  "owner": {
+    "id": "org.km",
+    "name": "Kultūras ministrija",
+    "country": "LV",
+    "website": "https://km.gov.lv"
+  },
+  "capabilities": [
+    {
+      "name": "search",
+      "description": "Search YAML registers and Markdown documentation",
+      "riskLevel": "low"
+    },
+    {
+      "name": "get_entity",
+      "description": "Retrieve entity by canonical ID",
+      "riskLevel": "low"
+    }
+  ],
+  "governance": {
+    "assuranceLevel": "substantial",
+    "compliance": [
+      "GDPR",
+      "NIS2",
+      "Latvian-Data-Protection-Act"
+    ],
+    "dataClassification": "public",
+    "certifications": [],
+    "auditTrail": true
+  },
+  "publicKey": {
+    "type": "Ed25519VerificationKey2020",
+    "multibase": "z6MkjWGNnJsdyvutfbsytFJhkwDwyHkMkfWVL8X1fS1yBm2w",
+    "jwk": {
+      "kty": "OKP",
+      "crv": "Ed25519",
+      "x": "Sw-NGiVKSYj0zsrL7ceP6EMV673IuL2bYzHEypuojvA"
+    }
+  },
+  "validityPeriod": {
+    "notBefore": "2026-01-30T00:00:00Z",
+    "notAfter": "2027-01-30T00:00:00Z"
+  },
+  "metadata": {
+    "purpose": "MCPF Trust Framework integration for KISC MCP Server",
+    "environment": "production",
+    "poc": "POC-AI-LLM-1",
+    "technicalContact": "support@kis.gov.lv",
+    "requestDate": "2026-01-30"
+  }
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/credentials/mcp-server.json b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/credentials/mcp-server.json
new file mode 100644
index 0000000..53c3cbf
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/credentials/mcp-server.json
@@ -0,0 +1,62 @@
+{
+  "@context": [
+    "https://www.w3.org/2018/credentials/v1",
+    "https://mcpf.dev/credentials/v1"
+  ],
+  "id": "https://llm.kis.gov.lv/.well-known/credentials/mcp-server.json",
+  "type": [
+    "VerifiableCredential",
+    "MCPServerCredential"
+  ],
+  "issuer": {
+    "id": "did:web:veritrust.vc",
+    "name": "VeriTrust"
+  },
+  "issuanceDate": "2026-01-30T00:00:00Z",
+  "expirationDate": "2027-01-30T00:00:00Z",
+  "credentialSubject": {
+    "id": "did:web:llm.kis.gov.lv#mcp-server",
+    "type": "MCPServer",
+    "endpoint": "https://llm.kis.gov.lv/mcp",
+    "manifest": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json",
+    "controller": {
+      "id": "org.kisc",
+      "name": "Kultūras informācijas sistēmu centrs",
+      "country": "LV"
+    },
+    "owner": {
+      "id": "org.km",
+      "name": "Kultūras ministrija",
+      "country": "LV"
+    },
+    "capabilities": [
+      "search",
+      "get_entity"
+    ],
+    "governance": {
+      "assuranceLevel": "substantial",
+      "compliance": [
+        "GDPR",
+        "NIS2",
+        "Latvian-Data-Protection-Act"
+      ],
+      "dataClassification": "public",
+      "certifications": []
+    }
+  },
+  "credentialStatus": {
+    "id": "https://veritrust.vc/status/2026#PLACEHOLDER",
+    "type": "StatusList2021Entry",
+    "statusPurpose": "revocation",
+    "statusListIndex": "PLACEHOLDER",
+    "statusListCredential": "https://veritrust.vc/status/2026"
+  },
+  "proof": {
+    "type": "Ed25519Signature2020",
+    "created": "2026-01-30T00:00:00Z",
+    "verificationMethod": "did:web:veritrust.vc#key-1",
+    "proofPurpose": "assertionMethod",
+    "proofValue": "PLACEHOLDER_WILL_BE_REPLACED_BY_VERITRUST_SIGNATURE"
+  },
+  "_comment": "⚠️  PLACEHOLDER: This credential will be replaced by VeriTrust-issued credential. DO NOT use in production until replaced."
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/did.json b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/did.json
new file mode 100644
index 0000000..a512c89
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/did.json
@@ -0,0 +1,33 @@
+{
+  "@context": [
+    "https://www.w3.org/ns/did/v1",
+    "https://w3id.org/security/suites/ed25519-2020/v1"
+  ],
+  "id": "did:web:llm.kis.gov.lv",
+  "controller": "did:web:llm.kis.gov.lv",
+  "verificationMethod": [
+    {
+      "id": "did:web:llm.kis.gov.lv#key-1",
+      "type": "Ed25519VerificationKey2020",
+      "controller": "did:web:llm.kis.gov.lv",
+      "publicKeyMultibase": "z6MkjWGNnJsdyvutfbsytFJhkwDwyHkMkfWVL8X1fS1yBm2w"
+    }
+  ],
+  "authentication": [
+    "did:web:llm.kis.gov.lv#key-1"
+  ],
+  "assertionMethod": [
+    "did:web:llm.kis.gov.lv#key-1"
+  ],
+  "service": [
+    {
+      "id": "did:web:llm.kis.gov.lv#mcp-server",
+      "type": "MCPServer",
+      "serviceEndpoint": "https://llm.kis.gov.lv/mcp"
+    }
+  ],
+  "alsoKnownAs": [
+    "https://llm.kis.gov.lv",
+    "urn:kisc:llm-platform"
+  ]
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/jwks.json b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/jwks.json
new file mode 100644
index 0000000..8ee4f98
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/jwks.json
@@ -0,0 +1,12 @@
+{
+  "keys": [
+    {
+      "kty": "OKP",
+      "crv": "Ed25519",
+      "x": "Sw-NGiVKSYj0zsrL7ceP6EMV673IuL2bYzHEypuojvA",
+      "use": "sig",
+      "kid": "did:web:llm.kis.gov.lv#key-1",
+      "alg": "EdDSA"
+    }
+  ]
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp-trust-registry.json b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp-trust-registry.json
new file mode 100644
index 0000000..1fb34a5
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp-trust-registry.json
@@ -0,0 +1,18 @@
+{
+  "@context": "https://mcpf.dev/registry/v1",
+  "id": "did:web:llm.kis.gov.lv#trust-registry",
+  "type": "MCPTrustRegistry",
+  "version": "1.0",
+  "publisher": {
+    "id": "did:web:llm.kis.gov.lv",
+    "name": "KISC - Kultūras informācijas sistēmu centrs"
+  },
+  "services": {
+    "mcp": {
+      "id": "did:web:llm.kis.gov.lv#mcp-server",
+      "endpoint": "https://llm.kis.gov.lv/mcp",
+      "manifest": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json",
+      "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json"
+    }
+  }
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp/manifest.json b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp/manifest.json
new file mode 100644
index 0000000..86e8cb7
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/mcp/manifest.json
@@ -0,0 +1,135 @@
+{
+  "@context": "https://modelcontextprotocol.io/schema/2025-03-26",
+  "@type": "MCPServer",
+  "id": "did:web:llm.kis.gov.lv#mcp-server",
+  "name": "KISC MCP Server (IKT Architecture)",
+  "version": "1.0.0",
+  "description": "Target architecture for Latvian Cultural and Language Technology domain (Kultūras un valodas tehnoloģiju apakšjomas mērķarhitektūra)",
+  "author": {
+    "name": "Kultūras informācijas sistēmu centrs (KISC)",
+    "url": "https://kis.gov.lv",
+    "did": "did:web:llm.kis.gov.lv"
+  },
+  "capabilities": {
+    "tools": true,
+    "resources": false,
+    "prompts": false,
+    "sampling": false
+  },
+  "server": {
+    "endpoint": "https://llm.kis.gov.lv/mcp",
+    "transport": "sse",
+    "authentication": {
+      "required": false,
+      "methods": []
+    }
+  },
+  "tools": [
+    {
+      "name": "search",
+      "description": "Search YAML registers and Markdown documentation across the target architecture",
+      "inputSchema": {
+        "type": "object",
+        "properties": {
+          "query": {
+            "type": "string",
+            "description": "Search query string (searches across all registers and views)"
+          },
+          "limit": {
+            "type": "number",
+            "description": "Maximum number of results to return",
+            "default": 25,
+            "maximum": 100
+          }
+        },
+        "required": ["query"]
+      }
+    },
+    {
+      "name": "get_entity",
+      "description": "Retrieve a specific entity by its canonical ID from the architecture registers",
+      "inputSchema": {
+        "type": "object",
+        "properties": {
+          "id": {
+            "type": "string",
+            "description": "Entity canonical ID (e.g., 'goal.m1', 'org.kisc', 'sys.kultura.01')",
+            "pattern": "^[a-z]+\\.[a-z0-9_-]+$"
+          }
+        },
+        "required": ["id"]
+      }
+    }
+  ],
+  "mcpf": {
+    "version": "0.1",
+    "spec": {
+      "repository": "https://github.com/MCPTrustFramework/MCPF-specification"
+    },
+    "entrypoint": {
+      "type": "manifest",
+      "url": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json"
+    },
+    "artifacts": {
+      "trust_registry": "https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json",
+      "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json"
+    }
+  },
+  "trust": {
+    "verifications": [
+      {
+        "verifier": "did:web:veritrust.vc",
+        "type": ["VerifiableCredential", "MCPServerVerification"],
+        "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json",
+        "covers": "did:web:llm.kis.gov.lv",
+        "proof_hint": {
+          "verificationMethod": "did:web:veritrust.vc#key-1",
+          "created": "2026-01-29T10:12:41Z"
+        }
+      }
+    ]
+  },
+  "metadata": {
+    "organization": "Kultūras informācijas sistēmu centrs",
+    "organizationType": "government",
+    "country": "LV",
+    "domain": "kultura-valoda",
+    "tags": [
+      "architecture",
+      "government",
+      "latvia",
+      "culture",
+      "language",
+      "ikta",
+      "enterprise-architecture",
+      "target-architecture"
+    ],
+    "dataClassification": "public",
+    "compliance": [
+      "GDPR",
+      "NIS2",
+      "Latvian-Data-Protection-Act"
+    ],
+    "languages": [
+      "lv",
+      "en"
+    ],
+    "status": "production"
+  },
+  "security": {
+    "tlsRequired": true,
+    "minTlsVersion": "1.3",
+    "signedRequestsRequired": false,
+    "rateLimits": {
+      "requestsPerMinute": 60,
+      "requestsPerHour": 1000
+    }
+  },
+  "links": {
+    "documentation": "https://kis.gov.lv/architecture",
+    "support": "mailto:support@kis.gov.lv",
+    "source": "https://github.com/kisc-gov-lv/MCP-KISC-architecture",
+    "terms": "https://kis.gov.lv/terms",
+    "privacy": "https://kis.gov.lv/privacy"
+  }
+}
diff --git a/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/security.txt b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/security.txt
new file mode 100644
index 0000000..ddb6079
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/mcpf/wellknown/security.txt
@@ -0,0 +1,6 @@
+Contact: mailto:security@kis.gov.lv
+Contact: https://kis.gov.lv/security
+Expires: 2027-12-31T23:59:59Z
+Preferred-Languages: lv, en
+Canonical: https://llm.kis.gov.lv/.well-known/security.txt
+Policy: https://kis.gov.lv/security-policy
diff --git a/ikt-arh-kultura-valodu-tehnologijas/releases/KISC-merkarhitektura-apraksts-020.md b/ikt-arh-kultura-valodu-tehnologijas/releases/KISC-merkarhitektura-apraksts-020.md
new file mode 100644
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+++ b/ikt-arh-kultura-valodu-tehnologijas/releases/KISC-merkarhitektura-apraksts-020.md
@@ -0,0 +1,374 @@
+# Kultūras un valodu tehnoloģiju jomas mērķarhitektūra
+
+_Versija: 0.2.0_
+
+# 1. Ievads
+
+## 1.1. Dokumenta nolūks un mērķauditorija
+Dokuments apraksta Kultūras un valodu tehnoloģiju jomas mērķarhitektūru un tās attīstības virzienus.
+Mērķauditorija: jomas politikas un pārvaldības iesaistītās puses, sistēmu turētāji/uzturētāji, ieviesēji,
+kā arī arhitektūras pārvaldības struktūras.
+
+## 1.2. Domēna arhitektūras tvērums
+Joma ietver:
+- Kultūras apakšjomu
+- Valodu tehnoloģiju apakšjomu
+
+Tvērumā ietilpst:
+- funkcijas un pakalpojumi
+- informācijas resursi (datu kopas)
+- informācijas sistēmas un integrācijas
+- infrastruktūras un drošības apsvērumi
+- ieviešanas ceļa karte un riski
+
+## 1.3. Termini un saīsinājumi
+Termini: `registers/00-meta/terms.yaml`  
+
+| term | definition |
+| --- | --- |
+| Mērķarhitektūra | Jomas mērķstāvokļa arhitektūras apraksts (3–5 gadu horizontā). |
+| Informācijas resurss | Datu kopa / informācijas objekti, kas tiek uzturēti un izmantoti pakalpojumu sniegšanai. |
+| SSOT | Single Source of Truth — autoritatīvais arhitektūras saturs šajā repo. |
+
+Saīsinājumi: `registers/00-meta/abbreviations.yaml`
+
+| abbr | meaning |
+| --- | --- |
+| API | Lietojumprogrammas saskarne (angl. – Application programming interface) |
+| DAGR | Datu izplatīšanas un pārvaldības platforma |
+| DO | Digitālais objekts |
+| EK | Eiropas Komisija |
+| ERAF | Eiropas Reģionālās attīstības fonds |
+| ES | Eiropas Savienība |
+| IKT | Informācijas un komunikācijas tehnoloģijas |
+| IT | Informācijas tehnoloģijas |
+| IS | Informācijas sistēma |
+| KISC | Kultūras informācijas sistēmu centrs |
+| KM | Kultūras ministrija |
+| KMO | Kultūras mantojuma objekts |
+| LNA | Latvijas Nacionālais arhīvs |
+| LNB | Latvijas Nacionālā bibliotēka |
+| LNKC | Latvijas Nacionālais kultūras centrs |
+| LVA | Latviešu valodas aģentūra |
+| LUMII | Latvijas Universitātes Matemātikas un informātikas institūts |
+| MK | Ministru kabinets |
+| NKMP | Nacionālā kultūras mantojuma pārvalde |
+| NKC | Nacionālais kino centrs |
+| TA | Tiesu administrācija |
+| TM | Tieslietu ministrija |
+| VARAM | Viedās administrācijas un reģionālās attīstības ministrija |
+| VDAA | Valsts digitālās attīstības aģentūra |
+| VIRSIS | Valsts informācijas resursu, sistēmu un sadarbspējas informācijas sistēma |
+| VPM | Vienotās pieteikšanās modulis |
+| VVC | Valsts valodas centrs |
+
+## 1.4. Saistītie dokumenti
+Saistītie dokumenti (reģistrs): `registers/00-meta/related-documents.yaml`
+
+| id | title | date | type | relevance |
+| --- | --- | --- | --- | --- |
+| doc.km-strategija-2022-2027 | Kultūras ministrijas darbības stratēģija 2022.–2027. gadam | 2022 | strategy | Nosaka kultūrpolitikas rīcības virzienus, kas ietekmē digitālo pakalpojumu un datu attīstības prioritātes. |
+| doc.kpnostadnes-2022-2027 | Kultūrpolitikas pamatnostādnes 2022.–2027. gadam | 2022 | strategy | Nosaka kultūras nozares attīstības mērķus un uzdevumus, kas jāatbalsta ar IKT risinājumiem un datu pārvaldību. |
+| doc.mk-rikojums-380-2023 | MK rīkojums Nr. 380 (29.06.2023) – Par digitālās transformācijas pamatnostādnēm 2021.–2027. | 2023-06-29 | policy | Definē valsts digitālās transformācijas ietvaru un saskaņojamās pieejas (pakalpojumi, dati, koplietošanas platformas). |
+| doc.eidas2-regula | Eiropas Parlamenta un Padomes regula par Eiropas digitālo identitāti (eIDAS2) | 2024 | law | Ietekmē lietotāju identitātes, autentifikācijas un pilnvarojuma risinājumus, īpaši e-pakalpojumos. |
+| doc.gdpr-2016-679 | Regula (ES) 2016/679 – Vispārīgā datu aizsardzības regula (GDPR) | 2016 | law | Nosaka personas datu apstrādes principus, datu subjektu tiesības un tehniskos/organizatoriskos pasākumus. |
+| doc.nis2-2022-2555 | Direktīva (ES) 2022/2555 – NIS2 | 2022 | law | Nosaka kiberdrošības prasības būtiskiem un svarīgiem pakalpojumiem, ietekmējot IS drošības pārvaldību. |
+| doc.ai-act-2024-1689 | Regula (ES) 2024/1689 – Mākslīgā intelekta akts (EU AI Act) | 2024 | law | Ietekmē valodu tehnoloģiju un MI risinājumu ieviešanu, risku pārvaldību, pārredzamību un atbilstības pienākumus. |
+| doc.open-data-directive-2019-1024 | Direktīva (ES) 2019/1024 – Atvērto datu un publiskā sektora informācijas atkārtotas izmantošanas direktīva | 2019 | law | Nosaka publicējamo datu atkārtotas izmantošanas nosacījumus, ietekmē atvērto datu publicēšanas prasības. |
+| doc.web-accessibility-2016-2102 | Direktīva (ES) 2016/2102 – Tīmekļa vietņu un mobilo lietotņu piekļūstamība | 2016 | law | Nosaka piekļūstamības prasības publiskā sektora digitālajiem pakalpojumiem (WCAG u.c. standarti). |
+| doc.copyright-directive-2019-790 | Direktīva (ES) 2019/790 – Autortiesības digitālajā vienotajā tirgū | 2019 | law | Ietekmē digitālo objektu izmantošanu, licencēšanu un izplatīšanu, kā arī teksta un datu ieguvi noteiktos gadījumos. |
+| doc.latvija-infosabiedriba-pamatnostadnes | Latvijas informācijas sabiedrības attīstības pamatnostādnes (aktuālā redakcija) | — | policy | Nosaka horizontālus IKT pārvaldības, datu un pakalpojumu attīstības principus valsts pārvaldē. |
+| doc.lv-ikp-arhitektura-ietvars | Valsts pārvaldes IKT arhitektūras ietvars / vadlīnijas (VDAA) | — | guideline | Nosaka arhitektūras aprakstu pieeju un skatus (bizness, dati, lietojumprogrammas, tehnoloģijas) publiskajā sektorā. |
+| doc.vpm | Vienotās pieteikšanās modulis (VPM) – koplietošanas komponente | — | platform | Ietekmē autentifikāciju un identitātes pārvaldību, vienotai piekļuvei e-pakalpojumiem. |
+| doc.dagr | DAGR – koplietošanas datu apmaiņas/pārvaldības risinājums (VDAA) | — | platform | Ietekmē datu integrācijas un publicēšanas iespējas, saskaņā ar koplietošanas principiem. |
+| doc.virsis | VIRSIS – valsts informācijas resursu/sadarbspējas reģistrs | — | platform | Ietekmē IS un integrāciju reģistrēšanu, metadatus un pārvaldības caurspīdīgumu. |
+| doc.atverto-datu-portals | Atvērto datu portāls (Latvija) – publicēšanas kanāls | — | platform | Kanonisks kanāls atvērtu datu publicēšanai, ietekmē datu produktu publicēšanas procesus. |
+| doc.nacionals-arhivs-ilgtermina-saglabasana | Vienots elektronisko dokumentu ilgtermiņa saglabāšanas (arhivēšanas) risinājums (sadarbībā ar VARAM u.c.) | — | platform | Ietekmē digitālo objektu un dokumentu saglabāšanas, arhivēšanas un formātu pārvaldības prasības. |
+| doc.datu-anonimizacijas-riks | Datu anonimizācijas rīks (TA) – koplietošanas rīks | — | tool | Ietekmē datu kopu sagatavošanu (valodu modelim, pētniecībai), nodrošinot personas datu aizsardzību. |
+| doc.kulturas-statistika-analitika | Kultūras nozares statistikas datu analītikas risinājums (sadarbība ar CSP) | — | solution | Ietekmē datu analītikas mērķus, indikatorus un datu avotu integrācijas prasības. |
+| doc.map-platforma | Mērķa finansējuma izlietojuma pārvaldības platforma (MAP) (IeM IC) | — | solution | Ietekmē VKKF/NKC procesu digitalizāciju un integrācijas prasības ar kultūras datiem un pakalpojumiem. |
+| doc.valodu-modela-datu-kopas | Valodu modeļa izveidei un apmācībai nepieciešamo datu kopu pārvaldība (LNB koordinācija) | — | dataset | Nosaka datu turētāju, kvalitātes, licencēšanas un pieejamības prasības valodu tehnoloģiju risinājumiem. |
+| doc.lv-autortiesibu-likums | Autortiesību likums (Latvija) | — | law | Nosaka autortiesību aizsardzību digitālajiem objektiem, licencēšanas un izmantošanas nosacījumus. |
+| doc.lv-personas-datu-apstrade | Fizisko personu datu apstrādes likums (Latvija) un saistītie normatīvie akti | — | law | Papildina GDPR ieviešanu Latvijā; ietekmē datu apstrādes procesu un atbildību sadalījumu. |
+| doc.lv-informacijas-atklatiba | Informācijas atklātības likums (Latvija) | — | law | Ietekmē pieprasījumu apstrādi, publicēšanas pienākumus un informācijas pieejamības principus. |
+| doc.lv-valsts-informacijas-sistemu-likums | Valsts informācijas sistēmu likums / IKT pārvaldības regulējums (Latvija) | — | law | Nosaka valsts IS pārvaldības pamatus, reģistrāciju, sadarbspēju un atbildības aspektus. |
+| doc.lv-kiberdrosibas-regulejums | Kiberdrošības regulējums (Latvija) un prasības valsts IS drošībai | — | law | Nosaka drošības prasības, incidentu vadību un atbilstības pienākumus valsts sektora IS. |
+
+# 2. Domēna esošās arhitektūras novērtējums
+
+Esošās arhitektūras novērtējums tiek uzturēts SWOT formā.
+
+SWOT reģistrs: `registers/01-as-is/swot.yaml`
+
+_(tukšs reģistrs)_
+
+PIEZĪME:
+Esošās arhitektūras komponentes (pakalpojumi, IKT risinājumi u.c.) jāuzskaita un jāuztur kā katalogs.
+Repo pielikumā tiek uzturēts “komponentu katalogs” mašīnlasāmā formā:
+`registers/10-catalog/as-is-components.yaml`
+
+_(tukšs reģistrs)_
+
+# 3. Domēna attīstības mērķi un principi
+
+## 3.1. Domēna attīstības mērķi
+Mērķi M1–M6 (reģistri): `registers/02-goals/`
+
+## 3.2. Domēna attīstības principi
+Domēna principi: `registers/00-meta/principles.yaml`
+
+| id | title | description |
+| --- | --- | --- |
+| principle.p1 | Savietojamība un atkārtota izmantošana | Komponentes un dati tiek veidoti atkārtoti izmantojami un savietojami starp iestādēm. |
+| principle.p2 | Drošība un noturība | Risinājumi ievēro kiberdrošības prasības un nodrošina nepārtrauktību. |
+| principle.p3 | Datu kvalitāte un pārvaldība | Datu kopas tiek pārvaldītas ar definētiem kvalitātes un metadatu principiem. |
+| principle.p4 | Digitāla pieejamība | Pakalpojumi un saturs ir pieejams lietotājiem, ievērojot piekļūstamību. |
+
+## 3.3. Principu kartējums
+Kartējums (domēna principi → nacionālie principi / prasību virzieni):
+`registers/00-meta/principles-map.yaml`
+
+_(tukšs reģistrs)_
+
+# 4. Domēna mērķarhitektūra
+
+## 4.1. Juridiskais skats
+Šajā POC juridiskais skats tiek uzturēts kā juridisko aktu reģistrs:
+`registers/00-meta/legal-acts.yaml`
+
+### Personas datu aizsardzība
+- **doc.gdpr-2016-679** — Personas datu apstrādes principi, tiesiskais pamats, datu subjektu tiesības; ietekmē visus e-pakalpojumus un datu kopas.
+- **doc.lv-personas-datu-apstrade** — Nacionālā ieviešana un papildprasības; atbildību sadalījums un procedūras.
+
+### Kiberdrošība un noturība
+- **doc.nis2-2022-2555** — Drošības pārvaldība, incidentu ziņošana, piegādes ķēžu risku vadība; ietekmē IS un platformas.
+- **doc.lv-kiberdrosibas-regulejums** — Nacionālās prasības valsts IS drošībai un incidentu vadībai.
+
+### Piekļūstamība
+- **doc.web-accessibility-2016-2102** — Piekļūstamības prasības publiskā sektora tīmekļa vietnēm un mobilajām lietotnēm; jāievēro WCAG prasības.
+
+### Atvērtie dati un atkārtota izmantošana
+- **doc.open-data-directive-2019-1024** — PSI atkārtotas izmantošanas nosacījumi un atvērto datu publicēšana.
+- **doc.atverto-datu-portals** — Praktiskais publicēšanas kanāls; datu produktu publicēšanas procesi.
+
+### Autortiesības un digitālo objektu izmantošana
+- **doc.copyright-directive-2019-790** — Digitālais vienotais tirgus, licencēšana un noteikumi TDM gadījumiem.
+- **doc.lv-autortiesibu-likums** — Nacionālais regulējums digitālo objektu izmantošanai un izplatīšanai.
+
+### Identitāte un autentifikācija
+- **doc.eidas2-regula** — Digitālās identitātes prasības ES līmenī; ietekmē autentifikācijas un pilnvarojuma arhitektūru.
+- **doc.vpm** — Koplietošanas komponente autentifikācijai; rekomendējama vienotai piekļuvei.
+
+### Mākslīgais intelekts un valodu tehnoloģijas
+- **doc.ai-act-2024-1689** — MI sistēmu riska klase, atbilstības pienākumi, pārredzamība; tieši attiecas uz valodu tehnoloģiju risinājumiem un valodu modeli.
+- **doc.datu-anonimizacijas-riks** — Datu sagatavošana (anonimizācija) valodu modeļa apmācībai un analītikai.
+
+### Publiskā sektora IKT pārvaldība un sadarbspēja
+- **doc.lv-valsts-informacijas-sistemu-likums** — Valsts IS pārvaldības pamati, reģistrācija, sadarbspēja; ietekmē VIRSIS un integrācijas prasības.
+- **doc.virsis** — IS un integrāciju reģistrēšana; metadatu uzturēšana.
+- **doc.dagr** — Datu integrācija, apmaiņa, publicēšana; koplietošanas princips.
+- **doc.lv-ikp-arhitektura-ietvars** — Nosaka arhitektūras skatus un apraksta metodiku; jāievēro jomas arhitektūras aprakstā.
+
+### Ilgtermiņa saglabāšana un arhivēšana
+- **doc.nacionals-arhivs-ilgtermina-saglabasana** — Vienots ilgtermiņa saglabāšanas risinājums; ietekmē digitālo objektu dzīves ciklu un formātu prasības.
+
+## 4.2. Organizācijas skats
+
+### 4.2.1. Funkcijas
+Reģistrs: `registers/04-functions/functions.yaml`  
+
+| id | subdomain | name | change_status | change_description |
+| --- | --- | --- | --- | --- |
+| func.01 | subdomain.kultura | Kultūras mantojuma satura radīšanas veicināšana, satura apzināšana, fiksēšana, pētniecība | Izmaiņas | Funkcija tiek stiprināta ar digitāliem rīkiem un datu pieeju, lai uzlabotu kultūras vērtību identificēšanu, strukturēšanu un analīzi, samazinot manuālo darbu un palielinot procesa caurspīdīgumu. |
+| func.02 | subdomain.kultura | Kultūras mantojuma, dokumentu un datu saglabāšana, aizsardzība un pieejamības nodrošināšana | Izmaiņas | Attīstāma centralizēta digitālās saglabāšanas pieeja, kas nodrošina ilgtermiņa glabāšanu, elastīgu piekļuvi dažādām lietotāju grupām un drošības prasību ievērošanu. |
+| func.03 | subdomain.kultura | Kultūras mantojuma satura digitalizācija, digitālā satura pieejamības nodrošināšana | Izmaiņas | Digitalizācija tiek paplašināta ar semantisko bagātināšanu, meklējamību un integrāciju, lai digitālais saturs kļūtu plašāk izmantojams un atkārtoti lietojams. |
+| func.04 | subdomain.kultura | Kultūrizglītības īstenošana, attīstība, popularizēšana | Izmaiņas | Funkcija tiek stiprināta ar digitālajiem resursiem un personalizētu satura piegādi dažādām auditorijām, tostarp mūžizglītības un izglītības vajadzībām. |
+| func.05 | subdomain.valoda | Publiskās pārvaldes valodu tehnoloģiju platformas uzturēšana un attīstība | Izmaiņas | Pāreja no atsevišķiem rīkiem uz integrētu platformu, kur valodas resursi, modeļi un pakalpojumi tiek uzturēti kā koplietošanas infrastruktūra. |
+| func.06 | subdomain.valoda | Lielā latviešu valodas modeļa (LVM-LV) uzturēšana un attīstība | Jauns | Jauna funkcija valsts mēroga valodas infrastruktūras pamatelementam, kas nodrošina latviešu valodas klātbūtni MI risinājumos. Ietver datu kopu pārvaldību, modeļa uzturēšanu, pielāgošanu uzdevumiem un sadarbību ar pētniecības/izstrādes partneriem. |
+
+Diagramma (TODO): `diagrams/TODO-01-funkcijas.mmd`
+
+### 4.2.2. Pakalpojumi
+Kultūras apakšjoma: `registers/05-services/kultura-services.yaml`  
+
+| id | subdomain | name | change_description | number | resources | status |
+| --- | --- | --- | --- | --- | --- | --- |
+| svc.kultura.01 | subdomain.kultura | Kultūras jomas statistikas datu apstrādes nodrošināšana, datu pieejamības nodrošināšana | Plānots ieviest vienotu kultūras stati... balstītu lēmumu pieņemšanu kultūras politikā un pārvaldībā. | 1 | {'raw': 'Latvijas Kultūras datu portāls/', 'virsis_id': None}, {'raw': 'Programmatūra/ VIRSIS ID 544.', 'virsis_id': 544}, {'raw': 'Latvijas kultūras jomas oficiālās', 'virsis_id': None}, {'raw': 'statistikas dati/ Informācijas resurss/', 'virsis_id': None}, {'raw': 'VIRSIS ID 545.', 'virsis_id': 545}, {'raw': 'Un citi (tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.02 | subdomain.kultura | Kultūras mantojuma integrācijas platformas datu apstrādes nodrošināšana, digitalizēto objektu pārvaldības un izplatīšanas nodrošināšana | Plānots paplašināt datu apmaiņas iespējas starp kultūras ma... piemēram, izglītības, pētniecības un tūrisma vajadzībām. . | 2 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.03 | subdomain.kultura | Kultūras mantojuma digitālo objektu reģistrs informācijas uzkrāšanas nodrošināšana | Tiks pilnveidots reģistrs (DOM) meklēšanas un datu attēloša... pieejamība sabiedrībai, ievērojot normatīvos ierobežojumus. | 3 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.04 | subdomain.kultura | Arhīvu datu apstrādes nodrošināšana, datu pieejamības un izplatīšanas nodrošināšana | Plānots uz Vienotās valsts arhīvu informācijas sistēmas bāzes ... augstāku datu kvalitāti un pieejamību. | 4 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.05 | subdomain.kultura | Kultūras nozares mērķprogrammu pieteikumu un projektu datu apstrādes nodrošināšana | Plānots pāriet uz vienotu mērķprogrammu pārvaldības... kas ļaus automatizēt datu apmaiņu un samazināt manuālo darbu. | 5 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.06 | subdomain.kultura | Valsts nozīmes bibliotēku krājuma datu apstrāde un pieejamības nodrošināšana | Tiks turpināts attīstīt Vienotais bibliotēku kopkatalogs (VBK), uzlabojot datu integrāciju un piekļuvi. | 6 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.07 | subdomain.kultura | Bibliotēku datu apstrādes nodrošināšana, pakalpojumu sniegšanas un pieejamības nodrošināšana | Plānota jaunas bibliotēku informācijas sistēmas izveide, aizstājot tehnoloģiski novecojušus risinājumus un uzlabojot integrācijas. | 7 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.08 | subdomain.kultura | Atsauces (autoritatīvo) datu apstrādes nodrošināšana un pieejamības nodrošināšana | Plānots pilnveidot atsauces datu sistēmu, uzlabojot kvalitāti, savietojamību un integrācijas ar ārējām sistēmām. | 8 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.09 | subdomain.kultura | Autortiesību pārvaldība un licencēšanas datu apstrāde | Tiks attīstīta autortiesību pārvaldības un licencēšanas datu pārvaldība, uzlabojot datu pieejamību atbilstoši ierobežojumiem. | 9 | {'raw': 'Autortiesību pārvaldības un', 'virsis_id': None}, {'raw': 'licencēšanas dati/ Informācijas resurss/ ID 51565.', 'virsis_id': 51565} | Izmaiņas |
+| svc.kultura.10 | subdomain.kultura | Kultūras mantojuma digitālo objektu ilgtermiņa saglabāšanas nodrošināšana | Plānots attīstīt vienotu ilgtermiņa saglabāšanas pieeju, nodrošinot rezerves kopēšanu, noturību un piekļuves kontroli. | 10 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.11 | subdomain.kultura | Kultūras pieminekļu datu apstrāde un pieejamības nodrošināšana | Tiks attīstīta NKMP mantojuma datu pārvaldība, uzlabojot datu kvalitāti, meklējamību un integrāciju ar citām platformām. | 11 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.12 | subdomain.kultura | Nemateriālā kultūras mantojuma datu apstrāde un pieejamības nodrošināšana | Plānota nemateriālā kultūras mantojuma datu pārvaldības attīstība, uzlabojot uzkrāšanu, meklēšanu un publisko pieejamību. | 12 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.13 | subdomain.kultura | Nacionālā muzeju krājuma datu apstrāde un pieejamības nodrošināšana | Plānots pilnveidot NMKK informācijas sistēmu, uzlabojot datu struktūru, savietojamību un publisko pieejamību. | 13 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.14 | subdomain.kultura | Kultūras mantojuma pieejamības nodrošināšana publiskajos portālos | Plānots attīstīt publiskos portālus, kas nodrošina vienotu piekļuvi digitalizētajam saturam un uzlabotu lietotāja pieredzi. | 14 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.15 | subdomain.kultura | LNB mākoņdatošanas pārvaldības un valsts mēroga platformas pakalpojumu nodrošināšana | Plānots turpināt attīstīt augstas noturības un drošības platformas, t.sk. MI infrastruktūras pārvaldībai, kultūras nozares koplietošanas vajadzībām. | 15 | {'raw': 'Tiks papildināts nākamajās', 'virsis_id': None}, {'raw': 'versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| svc.kultura.16 | subdomain.kultura | Lietotāju apkalpošana, reģistrācija un piekļuves nodrošināšana | Lietotāju klātienes apkalpošanas attīstība un piekļuves nodrošināšanas procesu pilnveide, kas samazinās slogu un veicinās digitālo pakalpojumu izmantošanu. | 16 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+
+Valodu tehnoloģiju apakšjoma: `registers/05-services/valoda-services.yaml`  
+
+| id | subdomain | name | change_description | number | resources | status |
+| --- | --- | --- | --- | --- | --- | --- |
+| svc.valoda.01 | subdomain.valoda | Runas sīkrīka pakalpojumi | Esošie runas sīkrīki, kas nodrošināja vienkāršotu runas sint...viešu valodas modeli (LVM-LV) un mākslīgā intelekta iespējām. | 1 | {'raw': 'Runas sīkrīks/', 'virsis_id': None}, {'raw': 'Programmatūra/ VIRSI ID 53219.', 'virsis_id': 53219} | Beidz pastāvēt |
+| svc.valoda.02 | subdomain.valoda | Tulkošanas sīkrīka pakalpojumi | Esošie tulkošanas sīkrīki, kas nodrošināja vienkāršotu teksta...iešu valodas modeli (LVM-LV) un daudzvalodu MI arhitektūrām. | 2 | {'raw': 'Tulkošanas sīkrīk/', 'virsis_id': None}, {'raw': 'Programmatūra/ VIRSIS ID 53323.', 'virsis_id': 53323} | Beidz pastāvēt |
+| svc.valoda.03 | subdomain.valoda | Tulkošanas logrīka pakalpojumi | Tulkošanas logrīki, kas tika izmantoti kā iebūvējami tulkošanas...MI arhitektūrām, kur tulkošana tiks nodrošināta ar centralizētiem pakalpojumiem. | 3 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Beidz pastāvēt |
+| svc.valoda.04 | subdomain.valoda | Mašīntulka pakalpojumi | Esošie mašīntulkošanas pakalpojumi tiks būtiski modernizēti, ieviešot integrāciju ar LVM-LV un daudzvalodu MI arhitektūrām. | 4 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.valoda.05 | subdomain.valoda | Mobilās lietotnes | Plānots izstrādāt modernizētu mobilo lietotni, kas izmantos LVM-LV un valodu tehnoloģiju platformu pakalpojumus. | 5 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.valoda.06 | subdomain.valoda | Virtuālā asistenta pakalpojumi | Esošie virtuālie asistenti tiks modernizēti, nodrošinot vienotu piekļuvi valodu tehnoloģiju platformai un LVM-LV iespējām. | 6 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.valoda.07 | subdomain.valoda | Runas atpazīšanas rīka pakalpojumi | Esošais runas atpazīšanas rīks tiks būtiski modernizēts, balstoties uz LVM-LV un jaunākām MI arhitektūrām. | 7 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.valoda.08 | subdomain.valoda | Runas sintēzes pakalpojumi | Runas sintēzes pakalpojums tiks modernizēts, nodrošinot labāku kvalitāti, integrācijas un izmantojamību valsts pakalpojumos. | 8 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.valoda.09 | subdomain.valoda | Vieglās valodas rīks | Tiks attīstīts vieglās valodas rīks, kas, izmantojot MI, palīdzēs vienkāršot tekstus un uzlabot piekļūstamību. | 9 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| svc.valoda.10 | subdomain.valoda | Teksta ģenerēšanas pakalpojumi | Tiks izveidots pakalpojums, kas ļaus valsts iestādēm ģenerēt tekstus, balstoties uz LVM-LV, ievērojot drošības prasības. | 10 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| svc.valoda.11 | subdomain.valoda | Kopsavilkumu izveides pakalpojumi | Pakalpojums nodrošinās iespēju automātiski veidot kopsavilkumus un strukturēt informāciju valsts pārvaldes vajadzībām. | 11 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| svc.valoda.12 | subdomain.valoda | Meklēšanas dokumentos pakalpojumi valsts pārvaldes institūcijām | Tiks izstrādāts semantiskās meklēšanas pakalpojums, kas ļaus atrast informāciju dokumentos un palīdzēs analītikā. | 12 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| svc.valoda.13 | subdomain.valoda | LVM publiskie pakalpojumi - LVM modelis MI izpētes un attīstības vajadzībām | Tiks izveidots publisks pakalpojums, kas nodrošinās piekļuvi valodas infrastruktūrai pētniecībai un inovācijām. | 13 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| svc.valoda.14 | subdomain.valoda | Jaunu valodu tehnoloģiju pārnese un izmitināšana | Tiks izveidots pakalpojums, kas nodrošinās jaunu valodu tehnoloģiju ieviešanu, izmitināšanu un darbību, ievērojot regulējumu un kiberdrošību. | 14 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+
+Diagramma (TODO): `diagrams/TODO-02-pakalpojumi.mmd`
+
+## 4.3. Semantiskais skats
+
+### 4.3.1. Informācijas resursi
+Kultūras apakšjoma: `registers/06-information-resources/kultura-info-resources.yaml`  
+
+| id | subdomain | name | description | number | resources | status |
+| --- | --- | --- | --- | --- | --- | --- |
+| ir.kultura.01 | subdomain.kultura | Kultūras jomas iestāžu dati | Plānots uzlabot kultūras iestāžu pamatinformācijas datu str...as plānošanā. Uzlabojumi atbalstīs plašākas iespējas šo datu | 1 | {'raw': 'Latvijas Kultūras datu portāls/', 'virsis_id': None}, {'raw': 'Programmatūra / VIRSIS ID 544.', 'virsis_id': 544} | Izmaiņas |
+| ir.kultura.02 | subdomain.kultura | Kultūras jomas statiskas dati | Plānots pāriet uz vienotu kultūras statistikas datu pārvald...ietošanas platformām (piemēram, DAGR) un citiem risinājumiem. | 2 | {'raw': 'Latvijas kultūras jomas oficiālās statistikas dati/ Informācijas resurss/ ID 545.', 'virsis_id': 545} | Izmaiņas |
+| ir.kultura.03 | subdomain.kultura | Atsauces (autoritatīvie) dati | Tiks pilnveidota atsauces datu pārvaldība un uzlabota datu ...pējas ar ārējām sistēmām. Tiks izmantoti MI rīki attīstībā. | 3 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.04 | subdomain.kultura | Autortiesību un licencēšanas dati | Tiks pilnveidota autortiesību un licencēšanas datu pārvaldī...tu satura pieejamību atbilstoši autortiesību ierobežojumiem. | 4 | {'raw': 'Autortiesību pārvaldības un licencēšanas dati/ Informācijas resurss/ ID 51565.', 'virsis_id': 51565} | Izmaiņas |
+| ir.kultura.05 | subdomain.kultura | Teksta dokumenti | Tiks uzlabota teksta dokumentu pārvaldība, ieviešot automat...īvajiem datiem un kultūras mantojuma digitālajiem objektiem. | 5 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.06 | subdomain.kultura | Attēli | Plānots uzlabot attēlu datu pārvaldību, ieviešot vienotus m...t vizuālo saturu. Tiks ieviesti MI risinājumi attēlu satura | 6 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.07 | subdomain.kultura | Audio | Plānots uzlabot audio datu pārvaldību, ieviešot metadatu stan...šākai izmantošanai. Tiks atbalstīta integrācija ar mantojuma | 7 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.08 | subdomain.kultura | Video | Plānots attīstīt video datu pārvaldību, ieviešot vienotu met...šinot publicēšanu un atkārtotu izmantošanu (piemēram, izglītībā, pētniecībā). | 8 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.09 | subdomain.kultura | Kultūras mantojuma digitālie objekti | Tiks uzlabota digitālo objektu (DO) uzkrāšana, meklējamība...cijām (DOM, APLIS, ATS u.c.), kā arī sasaisti ar atsauces datiem. | 9 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.10 | subdomain.kultura | Arhīvu dati | Plānots uzlabot arhīvu datu pieejamību, pārvaldību un integrāciju, balstoties uz vienoto arhīvu IS risinājumiem. | 10 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.11 | subdomain.kultura | Muzeju krājuma dati | Muzeju krājuma dati tiks strukturēti un padarīti savietojamāki, uzlabojot publisko pieejamību un atkārtotu izmantošanu. | 11 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.12 | subdomain.kultura | Nekustamo kultūras pieminekļu dati | Tiks uzlabota NKMP datu pārvaldība, integrācijas un datu kvalitāte. | 12 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.13 | subdomain.kultura | Nemateriālā kultūras mantojuma dati | Tiks attīstīta nemateriālā kultūras mantojuma datu uzkrāšana un publiskā pieejamība. | 13 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.14 | subdomain.kultura | Kultūras programmu/projektu dati | Tiks uzlabota programmu un projektu datu pārvaldība, automatizējot datu apmaiņu un atskaites. | 14 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.kultura.15 | subdomain.kultura | Lietotāju dati un piekļuves tiesības | Tiks pilnveidota lietotāju datu pārvaldība un piekļuves kontrole, lai atbalstītu vienotu lietotāju pieredzi. | 15 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+
+Valodu tehnoloģiju apakšjoma: `registers/06-information-resources/valoda-info-resources.yaml`  
+
+| id | subdomain | name | description | number | resources | status |
+| --- | --- | --- | --- | --- | --- | --- |
+| ir.valoda.01 | subdomain.valoda | Monolingvālie valodu korpusi | Tiks veidoti un uzturēti monolingvālie korpusi latviešu valodai un citām valodām, lai nodrošinātu treniņdatus un valodas resursus MI risinājumiem. | 1 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| ir.valoda.02 | subdomain.valoda | Paralēlie valodu korpusi | Paralēlie korpusi tiks attīstīti mašīntulkošanas un daudzvalodu MI vajadzībām, veicinot tulkošanas kvalitāti un valodu tehnoloģiju attīstību. | 2 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| ir.valoda.03 | subdomain.valoda | Terminoloģijas dati | Terminoloģijas resursi tiks pilnveidoti, uzlabojot kvalitāti, pieejamību un integrāciju ar citiem datu avotiem. | 3 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| ir.valoda.04 | subdomain.valoda | LVM-LV trenēšanas dati (līdzsvaroti avotu dati) | Tiks veidotas līdzsvarotas datu kopas LVM-LV treniņam, ievērojot autortiesības, datu aizsardzību un kvalitātes prasības. | 4 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| ir.valoda.05 | subdomain.valoda | LVM-LV dati konkrētu uzdevumu izpildei (pielāgošanas un integrācijas dati) | Datu kopas tiks radītas pēc LVM modeļa izveides, pielāgojot...mu veikšanai un paplašinot LVM modeļa izmantošanas iespējas. | 5 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| ir.valoda.06 | subdomain.valoda | LVM-LV novērtēšanas dati | Datu kopa tiks radīta līdz ar LVM modeļa izveidi. Datu kopa...nveidei, gan pētniecībai un MI risinājumu attīstībai kopumā. | 6 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| ir.valoda.07 | subdomain.valoda | Valodu tehnoloģiju lietojuma dati un telemetrija | Tiks vākti un analizēti lietojuma dati, lai uzlabotu platformas pakalpojumu kvalitāti, noturību un drošību. | 7 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| ir.valoda.08 | subdomain.valoda | Kultūras mantojuma dati | Dati, kas tiek radīti un uzturēti Kultūras apakšjomas sistē...jumu sniegšanā, ievērojot normatīvā regulējuma nosacījumus. | 8 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | - |
+
+Diagramma (TODO): `diagrams/TODO-03-informacijas-resursi.mmd`
+
+## 4.4. Tehniskais skats
+
+### 4.4.1. Informācijas sistēmas
+Kultūras apakšjoma: `registers/07-systems/kultura-systems.yaml`  
+
+| id | subdomain | name | description | number | resources | status |
+| --- | --- | --- | --- | --- | --- | --- |
+| sys.kultura.01 | subdomain.kultura | Vienotais bibliotēku kopkatalogs (VBK) | Tiks būtiski uzlabota datu aprite un integrācija, nodrošino...npuses – datu sadrumstalotību un nepietiekamu savietojamību. | 1 | {'raw': 'Valsts nozīmes bibliotēku krājuma dati/ Informācijas resurss/ Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS).', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.02 | subdomain.kultura | Bibliotēku Informācijas Sistēma | Tiks izveidota jauna, mūsdienu standartiem atbilstoša sistē...hnoloģisko novecošanos un veicina datu atkalizmantojamību. | 2 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| sys.kultura.03 | subdomain.kultura | Atsauces (autoritatīvo) datu sistēma | Tiks modernizēta atsauces datu sistēma, uzlabojot datu kvalitāti, versēšanu, integrācijas un izmantojamību visā jomā. | 3 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.04 | subdomain.kultura | Latvijas Kultūras datu portāls | Tiks attīstīts Kultūras datu portāls kā vienots piekļuves punkts datiem un analītikai, uzlabojot integrācijas ar valsts platformām un MI rīku izmantošanu. | 4 | {'raw': 'Programmatūra/ VIRSIS ID 544.', 'virsis_id': 544} | Izmaiņas |
+| sys.kultura.05 | subdomain.kultura | Digitālo objektu pārvaldības sistēma (DOM) | Tiks pilnveidota DOM, uzlabojot meklēšanu, datu attēlošanu, integrācijas ar citām sistēmām un publisko pieejamību atbilstoši regulējumam. | 5 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.06 | subdomain.kultura | Vienotā valsts arhīvu informācijas sistēma | Attīstība uz vienotu arhīvu IS bāzes, uzlabojot digitalizēto objektu pārvaldību, meklēšanu, publisko pieejamību un integrācijas. | 6 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.07 | subdomain.kultura | Kultūras pieminekļu pārvaldības sistēmas | NKMP sistēmu attīstība, uzlabojot datu kvalitāti, savietojamību un publisko pieejamību. | 7 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.08 | subdomain.kultura | Nemateriālā kultūras mantojuma pārvaldības sistēmas | Tiks attīstītas sistēmas nemateriālā mantojuma uzkrāšanai, uzturēšanai un publicēšanai, uzlabojot integrācijas un meklējamību. | 8 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.09 | subdomain.kultura | Nacionālā muzeju krājuma kopkataloga sistēma (NMKK) | NMKK sistēmas pilnveide, nodrošinot labāku datu struktūru, savietojamību un publisko pieejamību. | 9 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.10 | subdomain.kultura | Autortiesību pārvaldības sistēma | Tiks pilnveidota autortiesību pārvaldība un licencēšana, ieviešot labāku datu pārvaldību un integrācijas, lai kontrolētu piekļuvi saturam. | 10 | {'raw': 'Autortiesību pārvaldības un licencēšanas dati/ Informācijas resurss/ ID 51565.', 'virsis_id': 51565} | Izmaiņas |
+| sys.kultura.11 | subdomain.kultura | Kultūras mantojuma sistēmas | Kultūras mantojuma sistēmās radītie un uzturētie dati tiks ...odrošinās šo datu sasaisti ar valodu tehnoloģiju platformu, | 11 | {'raw': 'Latvijas kultūras jomas statistikas dati/ Informācijas resurss/ VIRSIS ID 545.', 'virsis_id': 545}, {'raw': 'Ģerboņu kataloga dati/ Informācijas resurss/ VIRSIS ID 486.', 'virsis_id': 486} | - |
+| sys.kultura.12 | subdomain.kultura | Kultūras projektu/pieteikumu sistēma | Tiks ieviesta vienotāka projektu un mērķprogrammu pārvaldība, automatizējot atskaites un datu apmaiņu. | 12 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.13 | subdomain.kultura | Publiskie kultūras portāli | Publiskie portāli tiks modernizēti, nodrošinot vienotu piekļuvi, meklēšanu un lietotāja pieredzi. | 13 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.14 | subdomain.kultura | Lietotāju identitātes un piekļuves pārvaldības risinājumi | Tiks pilnveidoti identitātes un piekļuves pārvaldības procesi, lai atbalstītu vienotu autentifikāciju un autorizāciju jomas sistēmās. | 14 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.15 | subdomain.kultura | Mākoņdatošanas pārvaldības platforma (LNB) | LNB mākoņplatformas attīstība kā valsts mēroga infrastruktūras pamats, t.sk. koplietošanas un MI infrastruktūras pārvaldībai. | 15 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.16 | subdomain.kultura | Datu uzkrāšanas un ilgtermiņa saglabāšanas risinājumi | Vienota ilgtermiņa glabāšana un rezerves kopēšana, nodrošinot noturību un atbilstību drošības prasībām. | 16 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.17 | subdomain.kultura | Drošības un noturības risinājumi | Drošības, noturības un nepārtrauktības prasību ieviešana jomas koplietošanas risinājumos. | 17 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.21 | subdomain.kultura | Digitālās saglabāšanas un digitalizācijas atbalsta risinājumi | Digitalizācijas plūsmas un digitālās saglabāšanas risinājumu attīstība, integrējot metadatus, meklēšanu un publikāciju. | 21 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.kultura.22 | subdomain.kultura | Analītikas un pārskatu risinājumi | Analītikas un pārskatu iespējas tiks paplašinātas, ieviešot savietojamību ar valsts datu platformām un MI rīkiem. | 22 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+
+Valodu tehnoloģiju apakšjoma: `registers/07-systems/valoda-systems.yaml`  
+
+| id | subdomain | name | description | number | resources | status |
+| --- | --- | --- | --- | --- | --- | --- |
+| sys.valoda.01 | subdomain.valoda | Publiskās pārvaldes valodu tehnoloģiju platforma | Tiks uzturēta un attīstīta vienota valodu tehnoloģiju platforma, kas nodrošinās koplietošanas pakalpojumus (tulkošana, runa, semantiskā meklēšana u.c.). | 1 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.valoda.02 | subdomain.valoda | Lielais latviešu valodas modelis (LVM-LV) | Tiks izveidots un uzturēts LVM-LV kā valsts mēroga valodas infrastruktūras pamatelements, nodrošinot izmantošanu valsts pakalpojumos un platformas rīkos. | 2 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| sys.valoda.03 | subdomain.valoda | Mašīntulkošanas pakalpojumu sistēmas | Mašīntulkošana tiks modernizēta un integrēta ar LVM-LV un daudzvalodu MI arhitektūrām. | 3 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.valoda.04 | subdomain.valoda | Runas atpazīšanas sistēmas | Runas atpazīšana tiks modernizēta, uzlabojot kvalitāti un integrācijas ar platformu un LVM-LV. | 4 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.valoda.05 | subdomain.valoda | Runas sintēzes sistēmas | Runas sintēze tiks modernizēta un padarīta plašāk izmantojama valsts pakalpojumu kanālos. | 5 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.valoda.06 | subdomain.valoda | Virtuālo asistentu sistēmas | Virtuālie asistenti tiks modernizēti un sasaistīti ar valodu tehnoloģiju platformas koplietošanas pakalpojumiem. | 6 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.valoda.07 | subdomain.valoda | Semantiskās meklēšanas sistēmas | Tiks ieviestas semantiskās meklēšanas iespējas dokumentu krātuvēs, balstoties uz LVM-LV un platformas rīkiem. | 7 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| sys.valoda.08 | subdomain.valoda | Teksta ģenerēšanas un kopsavilkumu sistēmas | Tiks izveidoti teksta ģenerēšanas un kopsavilkumu rīki, ievērojot drošības, datu aizsardzības un kvalitātes prasības. | 8 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| sys.valoda.09 | subdomain.valoda | Vieglās valodas rīki | Vieglās valodas rīki tiks attīstīti, lai uzlabotu piekļūstamību un tekstu saprotamību plašākai auditorijai. | 9 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Izmaiņas |
+| sys.valoda.10 | subdomain.valoda | Valodu resursu pārvaldības sistēmas (korpusi, terminoloģija) | Tiks attīstītas sistēmas korpusu, terminoloģijas un citu valodu resursu uzturēšanai un publicēšanai. | 10 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+| sys.valoda.11 | subdomain.valoda | Jaunu valodu tehnoloģiju izmitināšanas un pārneses vide | Tiks nodrošināta vide jaunu valodu tehnoloģiju ieviešanai un izmitināšanai, ievērojot normatīvos aktus un kiberdrošības prasības. | 11 | {'raw': 'Tiks papildināts nākamajās versijās pēc reģistrācijas VIRSIS.', 'virsis_id': None} | Jauns |
+
+Diagramma (TODO): `diagrams/TODO-04-informacijas-sistemas.mmd`
+
+### 4.4.2. IS sadarbība un integrācijas
+Diagramma (TODO): `diagrams/TODO-05-integracijas.mmd`
+
+### 4.4.3. IKT infrastruktūra
+POC līmenī infrastruktūra tiek uzturēta kā principi + riski + ceļa kartes pasākumi.
+Nākamajā iterācijā infrastruktūru iznes uz atsevišķu reģistru.
+
+# 5. Domēna mērķarhitektūras ieviešanas ceļa karte
+
+## 5.1. Pasākumu plāns
+Reģistrs: `registers/08-roadmap/roadmap.yaml`
+
+| id | title | timeframe | owner_orgs | depends_on | outputs | description | stakeholders |
+| --- | --- | --- | --- | --- | --- | --- | --- |
+| rm.001.foundation-governance | Jomas pārvaldības un datu pārvaldības ietvara nostiprināšana | 2025 | org.km, org.kisc |  | Apstiprināts jomas pārvaldības modelis, Datu pārvaldības noteikumi (data governance), Atbildību un demarkācijas apraksts starp institūcijām | Formalizēt jomas pārvaldības modeli, iesaistīto pušu lomas, datu pārvaldību (īpašumtiesības, kvalitāte, metadati, piekļuves tiesības), kā arī lēmumu pieņemšanas kārtību jomas risinājumu attīstībai. | org.lnb, org.lna, org.nkmp, org.vdaa |
+| rm.002.catalogs-registers | Vienotas reģistru/katalogu struktūras uzturēšana (SSOT) un integrācija ar VIRSIS | 2025 | org.kisc | rm.001.foundation-governance | Pilni reģistri: sistēmas, integrācijas, datu produkti, pakalpojumi, Saskaņošana ar VIRSIS metadatiem | Nodrošināt, ka jomas IS, integrācijas, datu kopas un pakalpojumi ir pilnībā katalogizēti, ar stabiliem ID, un sinhronizējami ar VIRSIS/metadatu prasībām. | org.vdaa, org.lnb, org.lna |
+| rm.003.identity-access | Vienota identitātes, autentifikācijas un piekļuves pārvaldības pieeja (VPM/eIDAS virziens) | 2025–2026 | org.kisc | rm.001.foundation-governance | Vienots autentifikācijas risinājums e-pakalpojumiem, Piekļuves tiesību modelis (RBAC/ABAC) jomas datos un sistēmās | Ieviest vienotu autentifikācijas un autorizācijas pieeju jomas e-pakalpojumiem, balstoties uz koplietošanas komponentēm (VPM) un atbilstoši eIDAS prasībām, ar konsekventu piekļuves tiesību modeli. | org.vdaa, org.km, org.lnb |
+| rm.004.integration-layer | Integrācijas slāņa sakārtošana un standartizācija (DAGR, API pārvaldība) | 2025–2026 | org.kisc | rm.002.catalogs-registers | API standarti un integrāciju vadlīnijas, Prioritāro integrāciju ieviešanas plāns | Sakārtot integrācijas arhitektūru (API vadlīnijas, datu apmaiņas formāti, notikumu plūsmas), kur lietderīgi izmantojot koplietošanas platformas (DAGR) un definējot integrācijas standartus jomā. | org.vdaa, org.lnb, org.lna, org.nkmp |
+| rm.005.digital-objects-lifecycle | Digitālo objektu dzīves cikla pārvaldība un ilgtermiņa saglabāšana (arhivēšana) | 2026–2027 | org.km, org.kisc | rm.001.foundation-governance, rm.004.integration-layer | Digitālo objektu dzīves cikla procesi, Arhivēšanas prasības un integrācijas prasības | Definēt digitālo objektu (DO) dzīves cikla procesus (izveide, glabāšana, piekļuve, publicēšana, arhivēšana), un saskaņot ar vienoto ilgtermiņa saglabāšanas (arhivēšanas) risinājuma virzienu. | org.lna, org.varam, org.lnb |
+| rm.006.open-data-products | Atvērto datu un datu produktu pieeja kultūras datiem | 2026 | org.kisc | rm.002.catalogs-registers, rm.004.integration-layer | Datu produktu katalogs, Publicēšanas un licencēšanas vadlīnijas, Publicēšanas plūsma uz Atvērto datu portālu | Izveidot datu produktu pieeju (dataset/data product), definējot publicēšanas, licencēšanas, kvalitātes un metadatu prasības, kā arī publicēšanas kanālus (Atvērto datu portāls). | org.vdaa, org.lnb, org.csp |
+| rm.007.culture-analytics | Kultūras nozares statistikas un analītikas risinājuma attīstība (ar CSP) | 2026–2027 | org.km, org.kisc | rm.006.open-data-products | Indikatoru un datu avotu kartējums, Analītikas datu plūsmas un atskaites | Attīstīt kultūras statistikas datu analītiku, saskaņojot indikatorus un datu avotus, kā arī nodrošinot datu kvalitāti un regulāru atjaunošanu. | org.csp, org.lnb |
+| rm.008.map-adaptation | MAP platformas pielāgošana NKC/VKKF procesiem (sadarbībā ar IeM IC) | 2025–2026 | org.iem_ic | rm.004.integration-layer | Pielāgota MAP funkcionalitāte, Integrāciju specifikācijas ar saistītajiem datiem/pakalpojumiem | Nodrošināt MAP pielāgošanu kultūras finansējuma procesu vajadzībām (NKC, VKKF), definējot integrācijas ar datu avotiem un e-pakalpojumiem. | org.nkc, org.vkkf, org.kisc |
+| rm.009.language-tech-platform | Valodu tehnoloģiju koplietošanas rīku un platformas attīstība (LNB koordinācija) | 2025–2027 | org.lnb | rm.001.foundation-governance, rm.003.identity-access | Datu kopu katalogs valodu modelim, Datu sagatavošanas/anonimizācijas process, Modeļa izmantošanas un piekļuves vadlīnijas | Attīstīt valodu tehnoloģiju koplietošanas risinājumus, t.sk. datu kopu pārvaldību, sagatavošanu (anonimizāciju), piekļuves režīmus un modeļa izmantošanas vadlīnijas, nodrošinot atbilstību (GDPR, AI Act, autortiesības). | org.kisc, org.lumii, org.tm, org.vvc, org.lva, org.ta, org.lang_data_holders |
+| rm.010.security-hardening | Kiberdrošības prasību ieviešana un noturības celšana jomas IS | 2025–2027 | org.kisc | rm.001.foundation-governance | Drošības prasību kopums un kontroles, Incidentu vadības un uzraudzības kārtība | Ieviest drošības pārvaldības minimumu (risk management, incident response, auditi, piekļuves kontrole), saskaņā ar NIS2 un nacionālajām prasībām, tostarp piegādes ķēdes risku vadību. | org.km, org.lnb, org.vdaa |
+
+## 5.2. Mijiedarbība ar citām jomām
+Reģistrs: `registers/08-roadmap/interactions.yaml`
+
+| id | title | interaction_type | counterpart | components | why_it_matters | requirements |
+| --- | --- | --- | --- | --- | --- | --- |
+| int.001.identity-trust | Identitāte un piekļuve (horizontālā joma) | shared_component | Valsts koplietošanas IKT risinājumi | VPM, eIDAS / e-identitātes risinājumi | Vienota autentifikācija un pilnvarojums ir priekšnosacījums drošai piekļuvei jomas e-pakalpojumiem un datiem. | Vienots autentifikācijas plūsmas apraksts (SSO), Vienots tiesību modelis jomas lietotājiem (RBAC/ABAC), Auditējamība (kas, kad, ko skatīja/izmainīja) |
+| int.002.data-exchange | Datu apmaiņa un sadarbspēja (horizontālā joma) | integration | VDAA koplietošanas datu apmaiņa / DAGR | DAGR, API standarti, VIRSIS metadati | Kultūras un valodu tehnoloģiju risinājumi balstās uz daudziem datu avotiem; integrācijas jāstandartizē, lai izvairītos no unikāliem savienojumiem un dublētas loģikas. | Integrāciju katalogs ar prioritātēm, API versēšana un līgumi (contract-first), Kļūdu/incidentu apmaiņas kanāls starp turētājiem |
+| int.003.open-data | Atvērto datu ekosistēma | publication | Atvērto datu portāls | Atvērto datu portāls, Metadatu standarti | Atvērto datu publicēšana palielina kultūras datu izmantojamību pētniecībā, uzņēmējdarbībā un sabiedrībā, vienlaikus prasa kvalitātes un licencēšanas disciplīnu. | Licencēšanas noteikumi (autortiesības, PSI), Datu kvalitātes kritēriji un atjaunošanas grafiki, Datu anonimizācija, ja nepieciešams |
+| int.004.archiving | Ilgtermiņa saglabāšana / arhivēšana | shared_service | Vienotais ilgtermiņa saglabāšanas risinājums (VARAM u.c.) | Ilgtermiņa saglabāšanas platforma, Formātu un metadatu prasības | Kultūras digitālie objekti ir ar ilgu dzīves ciklu; arhivēšanas prasības jāiebūvē jau veidošanas un glabāšanas posmos. | DO dzīves cikla definīcija, Formātu/derīguma prasības, Integrācijas prasības starp IS un arhīvu |
+| int.005.statistics | Kultūras statistika un valsts statistikas ekosistēma | data_sharing | CSP | Analītikas datu plūsmas, Indikatoru definīcijas | Statistika un analītika balstās uz kvalitatīviem, saskaņotiem datiem; jāvienojas par indikatoriem un datu piegādes režīmiem. | Indikatoru katalogs, Datu piegādes grafiks un atbildīgie, Kvalitātes validācijas noteikumi |
+
+## 5.3. Riski
+Reģistrs: `registers/09-risks/risks.yaml`
+
+| id | risk | likelihood | impact | mitigation | owner_orgs | related_roadmap | symptoms |
+| --- | --- | --- | --- | --- | --- | --- | --- |
+| risk.001.governance-fragmentation | Sadrumstalota pārvaldība un neskaidrs atbildību sadalījums starp institūcijām | medium | high | Apstiprināt pārvaldības modeli un demarkācijas punktus, Noteikt arhitektūras principus kā obligātus | org.km, org.kisc | rm.001.foundation-governance | Lēna lēmumu pieņemšana, Atšķirīgas pieejas integrācijām un datiem |
+| risk.002.data-quality | Nepietiekama datu kvalitāte, metadati un datu saskaņotība | high | high | Datu pārvaldības noteikumi (quality gates, metadatu standarti), Vienots katalogs un validācijas noteikumi | org.kisc | rm.001.foundation-governance, rm.002.catalogs-registers | Nekonsekventi identifikatori digitālajiem objektiem, Atšķirīgi klasifikatori un metadatu lauki |
+| risk.003.legal-copyright | Autortiesību un licencēšanas ierobežojumi kavē digitālo objektu izmantošanu un publicēšanu | medium | high | Legal view uzturēšana, licenču tipizācija un vadlīnijas, Publicēšanas režīmi (publisks/ierobežots/iekšējs) | org.km | rm.006.open-data-products, rm.005.digital-objects-lifecycle | Nevar publicēt vai dalīties ar digitālajiem objektiem, Neskaidrības par TDM (teksta un datu ieguves) iespējām |
+| risk.004.privacy-gdpr | Personas datu aizsardzības (GDPR) riski datu kopu publicēšanā un valodu modeļa apmācībā | high | high | Anonimizācijas process un rīku izmantošana (TA), Datu piekļuves režīmi un auditēšana | org.kisc, org.lnb | rm.009.language-tech-platform, rm.003.identity-access | Datu noplūdes vai neatbilstoša apstrāde, Datu subjektu sūdzības |
+| risk.005.security-nis2 | Kiberdrošības prasību neizpilde (NIS2/nacionālās prasības) palielina incidentu un pakalpojumu pārtraukumu risku | medium | high | Drošības kontroles, incident response, regulāri auditi, Piegādes ķēdes risku izvērtējumi | org.kisc | rm.010.security-hardening | Incidenti bez centralizētas uzraudzības, Neatbilstoša piekļuves kontrole vai konfigurācijas pārvaldība |
+| risk.006.dependency-shared-platforms | Atkarība no koplietošanas platformām (VPM, DAGR, Atvērto datu portāls) un to izmaiņu grafikiem | medium | medium | Sadarbības darba kārtība ar VDAA, API līgumi un versēšana | org.kisc | rm.004.integration-layer, rm.003.identity-access | Integrāciju ieviešanas kavēšanās, Neparedzētas izmaiņas interfeisos |
+| risk.007.capacity-skills | Nepietiekama kapacitāte un kompetences (datu arhitektūra, integrācijas, MI/valodu tehnoloģijas) | high | medium | Kompetenču plāns un apmācības, Pārnesamas dokumentācijas un reģistru disciplīna | org.km, org.kisc, org.lnb | rm.001.foundation-governance, rm.009.language-tech-platform | Ilgi ieviešanas termiņi, Atkarība no viena piegādātāja/eksperta |
+| risk.008.change-management | Zema lietotāju iesaiste un izmaiņu vadības trūkumi kavē risinājumu pieņemšanu | medium | medium | Ieviešanas komunikācijas plāns, Pilotēšana un pakāpeniska ieviešana | org.km, org.kisc | rm.001.foundation-governance | Risinājumi netiek izmantoti, Paralēlas manuālās prakses saglabājas |
+
+# 6. Pielikums: esošās arhitektūras komponentu katalogs
+
+Esošās arhitektūras komponentes tiek uzturētas kā mašīnlasāms katalogs:
+`registers/10-catalog/as-is-components.yaml`
+
+_(tukšs reģistrs)_
+
+Šis katalogs kalpo kā “as-is” bāze pārejai uz mērķarhitektūru.
diff --git a/ikt-arh-kultura-valodu-tehnologijas/releases/placeholder.git b/ikt-arh-kultura-valodu-tehnologijas/releases/placeholder.git
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/releases/placeholder.git
@@ -0,0 +1 @@
+
diff --git a/ikt-arh-kultura-valodu-tehnologijas/scripts/MCPF_INITIALIZE_RESPONSE.md b/ikt-arh-kultura-valodu-tehnologijas/scripts/MCPF_INITIALIZE_RESPONSE.md
new file mode 100644
index 0000000..238fce8
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/scripts/MCPF_INITIALIZE_RESPONSE.md
@@ -0,0 +1,192 @@
+# MCPF Initialize Response - Expected Format
+
+## Request Format
+```bash
+curl -X POST http://localhost:8787/mcp \
+  -H "Content-Type: application/json" \
+  -H "Accept: application/json, text/event-stream" \
+  -d '{
+    "jsonrpc": "2.0",
+    "method": "initialize",
+    "params": {
+      "protocolVersion": "2025-03-26",
+      "capabilities": {},
+      "clientInfo": {
+        "name": "test-client",
+        "version": "1.0"
+      }
+    },
+    "id": 1
+  }'
+```
+
+## Response Format (SSE Stream)
+
+The server returns Server-Sent Events (SSE) format:
+
+```
+event: message
+data: {JSON_RESPONSE}
+```
+
+## Complete JSON Response Structure
+
+```json
+{
+  "result": {
+    "protocolVersion": "2025-03-26",
+    "capabilities": {
+      "tools": {
+        "listChanged": true
+      }
+    },
+    "serverInfo": {
+      "name": "kisc-arch-kultura-valodu-mcp",
+      "version": "0.2.0"
+    },
+    "_meta": {
+      "identity": {
+        "id": "did:web:llm.kis.gov.lv",
+        "service": {
+          "mcp": "https://llm.kis.gov.lv/mcp"
+        },
+        "keys": {
+          "jwks_uri": "https://llm.kis.gov.lv/.well-known/jwks.json"
+        }
+      },
+      "mcpf": {
+        "version": "0.1",
+        "spec": {
+          "repository": "https://github.com/MCPTrustFramework/MCPF-specification"
+        },
+        "entrypoint": {
+          "type": "manifest",
+          "url": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json"
+        },
+        "artifacts": {
+          "trust_registry": "https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json",
+          "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json"
+        }
+      },
+      "trust": {
+        "verifications": [
+          {
+            "verifier": "did:web:veritrust.vc",
+            "type": [
+              "VerifiableCredential",
+              "MCPServerVerification"
+            ],
+            "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json",
+            "covers": "did:web:llm.kis.gov.lv",
+            "proof_hint": {
+              "verificationMethod": "did:web:veritrust.vc#key-1",
+              "created": "2026-01-29T10:12:41Z"
+            }
+          }
+        ]
+      }
+    }
+  },
+  "jsonrpc": "2.0",
+  "id": 1
+}
+```
+
+## MCPF Layer 1: Session-Level Trust Metadata
+
+The `_meta` field contains three key sections:
+
+### 1. Identity
+```json
+{
+  "id": "did:web:llm.kis.gov.lv",
+  "service": {
+    "mcp": "https://llm.kis.gov.lv/mcp"
+  },
+  "keys": {
+    "jwks_uri": "https://llm.kis.gov.lv/.well-known/jwks.json"
+  }
+}
+```
+
+**Purpose:** Establishes the server's decentralized identity (DID) and key material location.
+
+### 2. MCPF Metadata
+```json
+{
+  "version": "0.1",
+  "spec": {
+    "repository": "https://github.com/MCPTrustFramework/MCPF-specification"
+  },
+  "entrypoint": {
+    "type": "manifest",
+    "url": "https://llm.kis.gov.lv/.well-known/mcp/manifest.json"
+  },
+  "artifacts": {
+    "trust_registry": "https://llm.kis.gov.lv/.well-known/mcp-trust-registry.json",
+    "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json"
+  }
+}
+```
+
+**Purpose:** Links to MCPF specification and trust artifacts for agent discovery.
+
+### 3. Trust Verifications
+```json
+{
+  "verifications": [
+    {
+      "verifier": "did:web:veritrust.vc",
+      "type": ["VerifiableCredential", "MCPServerVerification"],
+      "credential": "https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json",
+      "covers": "did:web:llm.kis.gov.lv",
+      "proof_hint": {
+        "verificationMethod": "did:web:veritrust.vc#key-1",
+        "created": "2026-01-29T10:12:41Z"
+      }
+    }
+  ]
+}
+```
+
+**Purpose:** Documents third-party verification by VeriTrust credential service.
+
+## Verification Steps
+
+An MCPF-aware agent should:
+
+1. **Extract DID** from `_meta.identity.id`
+2. **Resolve DID document** at `https://llm.kis.gov.lv/.well-known/did.json`
+3. **Fetch verification credential** from VeriTrust
+4. **Verify credential signature** using VeriTrust's public key
+5. **Check credential subject** matches server DID
+6. **Optionally fetch** trust registry and manifest for additional context
+
+## Test with jq
+
+Extract specific fields:
+
+```bash
+# Get the DID
+curl ... | grep '^data:' | sed 's/^data: //' | jq -r '.result._meta.identity.id'
+# Output: did:web:llm.kis.gov.lv
+
+# Get MCPF version
+curl ... | grep '^data:' | sed 's/^data: //' | jq -r '.result._meta.mcpf.version'
+# Output: 0.1
+
+# Get verifier DID
+curl ... | grep '^data:' | sed 's/^data: //' | jq -r '.result._meta.trust.verifications[0].verifier'
+# Output: did:web:veritrust.vc
+
+# Get credential URL
+curl ... | grep '^data:' | sed 's/^data: //' | jq -r '.result._meta.trust.verifications[0].credential'
+# Output: https://veritrust.vc/portal/mcp/credentials/aec9930b-9139-4b33-ac6f-ad3bd3d91da0.json
+```
+
+## Notes
+
+- The `_meta` field is **in addition to** standard MCP initialize response fields
+- Backward compatible: non-MCPF clients ignore `_meta`
+- Layer 1 (session-level) + Layer 2 (per-response attestations) = Dual-layer trust
+- Session ID returned in `Mcp-Session-Id` response header (not shown in JSON)
diff --git a/ikt-arh-kultura-valodu-tehnologijas/scripts/analyze_mcpf_response.py b/ikt-arh-kultura-valodu-tehnologijas/scripts/analyze_mcpf_response.py
new file mode 100644
index 0000000..14acca5
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/scripts/analyze_mcpf_response.py
@@ -0,0 +1,179 @@
+#!/usr/bin/env python3
+"""
+MCPF Initialize Response Analyzer
+Tests MCPF dual-layer trust integration and displays the response in a structured format.
+"""
+
+import json
+import requests
+import sys
+from typing import Dict, Any
+
+def test_mcpf_initialize(endpoint: str = "http://localhost:8787/mcp") -> Dict[str, Any]:
+    """
+    Send initialize request to MCP server and return parsed response.
+    """
+    payload = {
+        "jsonrpc": "2.0",
+        "method": "initialize",
+        "params": {
+            "protocolVersion": "2025-03-26",
+            "capabilities": {},
+            "clientInfo": {
+                "name": "mcpf-analyzer",
+                "version": "1.0"
+            }
+        },
+        "id": 1
+    }
+    
+    headers = {
+        "Content-Type": "application/json",
+        "Accept": "application/json, text/event-stream"
+    }
+    
+    print(f"🔍 Testing endpoint: {endpoint}")
+    print(f"📤 Sending initialize request...\n")
+    
+    try:
+        response = requests.post(endpoint, json=payload, headers=headers, timeout=5)
+        response.raise_for_status()
+        
+        # Parse SSE response (format: "event: message\ndata: {json}\n")
+        lines = response.text.strip().split('\n')
+        data_line = None
+        for line in lines:
+            if line.startswith('data: '):
+                data_line = line[6:]  # Remove "data: " prefix
+                break
+        
+        if not data_line:
+            print("❌ No data line found in SSE response")
+            return {}
+        
+        return json.loads(data_line)
+    
+    except requests.exceptions.RequestException as e:
+        print(f"❌ Request failed: {e}")
+        return {}
+    except json.JSONDecodeError as e:
+        print(f"❌ JSON parsing failed: {e}")
+        return {}
+
+def print_section(title: str, content: str):
+    """Print a formatted section."""
+    print("=" * 80)
+    print(f"  {title}")
+    print("=" * 80)
+    print(content)
+    print()
+
+def analyze_response(response: Dict[str, Any]):
+    """Analyze and display MCPF response structure."""
+    
+    if not response:
+        print("❌ No response received")
+        return
+    
+    # Check for result
+    result = response.get("result", {})
+    if not result:
+        print("❌ No result in response")
+        print_section("Full Response", json.dumps(response, indent=2))
+        return
+    
+    print("✅ Initialize successful\n")
+    
+    # Display basic server info
+    server_info = result.get("serverInfo", {})
+    print_section(
+        "Server Information",
+        f"Name: {server_info.get('name', 'Unknown')}\n"
+        f"Version: {server_info.get('version', 'Unknown')}\n"
+        f"Protocol: {result.get('protocolVersion', 'Unknown')}"
+    )
+    
+    # Display _meta (MCPF Layer 1)
+    meta = result.get("_meta")
+    if not meta:
+        print("⚠️  No _meta field found - MCPF integration not present")
+        return
+    
+    print("✅ MCPF Layer 1 (Session-Level Trust Metadata) present\n")
+    
+    # Identity section
+    identity = meta.get("identity", {})
+    if identity:
+        print_section(
+            "🆔 Identity (DID & Keys)",
+            f"DID: {identity.get('id', 'Not found')}\n"
+            f"MCP Service: {identity.get('service', {}).get('mcp', 'Not found')}\n"
+            f"JWKS URI: {identity.get('keys', {}).get('jwks_uri', 'Not found')}"
+        )
+    
+    # MCPF section
+    mcpf = meta.get("mcpf", {})
+    if mcpf:
+        print_section(
+            "📋 MCPF Metadata",
+            f"Version: {mcpf.get('version', 'Not found')}\n"
+            f"Spec Repository: {mcpf.get('spec', {}).get('repository', 'Not found')}\n"
+            f"Manifest URL: {mcpf.get('entrypoint', {}).get('url', 'Not found')}\n"
+            f"Trust Registry: {mcpf.get('artifacts', {}).get('trust_registry', 'Not found')}\n"
+            f"Credential: {mcpf.get('artifacts', {}).get('credential', 'Not found')}"
+        )
+    
+    # Trust verifications section
+    trust = meta.get("trust", {})
+    verifications = trust.get("verifications", [])
+    if verifications:
+        print_section("🔐 Trust Verifications", "")
+        for i, verification in enumerate(verifications, 1):
+            print(f"  Verification #{i}:")
+            print(f"    Verifier: {verification.get('verifier', 'Not found')}")
+            print(f"    Type: {', '.join(verification.get('type', []))}")
+            print(f"    Covers: {verification.get('covers', 'Not found')}")
+            print(f"    Credential: {verification.get('credential', 'Not found')}")
+            
+            proof = verification.get('proof_hint', {})
+            if proof:
+                print(f"    Proof:")
+                print(f"      Method: {proof.get('verificationMethod', 'Not found')}")
+                print(f"      Created: {proof.get('created', 'Not found')}")
+            print()
+    
+    # Summary
+    print_section(
+        "✅ MCPF Integration Summary",
+        f"• Identity DID present: {'✅' if identity else '❌'}\n"
+        f"• MCPF metadata present: {'✅' if mcpf else '❌'}\n"
+        f"• Trust verifications: {len(verifications)}\n"
+        f"• VeriTrust verified: {'✅' if any(v.get('verifier') == 'did:web:veritrust.vc' for v in verifications) else '❌'}\n"
+        f"\n🎯 This server implements MCPF v{mcpf.get('version', '?')} dual-layer trust"
+    )
+    
+    # Full JSON for reference
+    print_section("📄 Complete _meta JSON", json.dumps(meta, indent=2))
+
+def main():
+    endpoint = sys.argv[1] if len(sys.argv) > 1 else "http://localhost:8787/mcp"
+    
+    print("""
+╔════════════════════════════════════════════════════════════════════════════╗
+║                 MCPF Initialize Response Analyzer                          ║
+║                   Testing Dual-Layer Trust Integration                     ║
+╚════════════════════════════════════════════════════════════════════════════╝
+""")
+    
+    response = test_mcpf_initialize(endpoint)
+    analyze_response(response)
+    
+    print("""
+╔════════════════════════════════════════════════════════════════════════════╗
+║  Next: Test Layer 2 (per-response attestations) by calling a tool         ║
+║  Example: {"method": "tools/call", "params": {"name": "search", ...}}     ║
+╚════════════════════════════════════════════════════════════════════════════╝
+""")
+
+if __name__ == "__main__":
+    main()
diff --git a/ikt-arh-kultura-valodu-tehnologijas/scripts/test-mcpf-init.sh b/ikt-arh-kultura-valodu-tehnologijas/scripts/test-mcpf-init.sh
new file mode 100644
index 0000000..e5c5b59
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/scripts/test-mcpf-init.sh
@@ -0,0 +1,74 @@
+#!/bin/bash
+# Test MCPF dual-layer trust integration - Initialize stage
+# Shows the complete initialize response including _meta
+
+set -e
+
+echo "=========================================="
+echo "MCPF Initialize Response Test"
+echo "=========================================="
+echo ""
+
+# Test against localhost (assuming server is running)
+MCP_ENDPOINT="${MCP_ENDPOINT:-http://localhost:8787/mcp}"
+
+echo "Testing endpoint: $MCP_ENDPOINT"
+echo ""
+
+# Send initialize request
+echo "Sending initialize request..."
+RESPONSE=$(curl -s -X POST "$MCP_ENDPOINT" \
+  -H "Content-Type: application/json" \
+  -H "Accept: application/json, text/event-stream" \
+  -d '{
+    "jsonrpc": "2.0",
+    "method": "initialize",
+    "params": {
+      "protocolVersion": "2025-03-26",
+      "capabilities": {},
+      "clientInfo": {
+        "name": "mcpf-test-client",
+        "version": "1.0"
+      }
+    },
+    "id": 1
+  }' \
+  --max-time 5)
+
+echo ""
+echo "=========================================="
+echo "Raw Response (SSE format):"
+echo "=========================================="
+echo "$RESPONSE"
+echo ""
+
+# Extract and pretty-print the JSON from SSE data line
+echo "=========================================="
+echo "Parsed JSON Response:"
+echo "=========================================="
+echo "$RESPONSE" | grep '^data:' | sed 's/^data: //' | jq '.'
+
+echo ""
+echo "=========================================="
+echo "MCPF _meta Section:"
+echo "=========================================="
+echo "$RESPONSE" | grep '^data:' | sed 's/^data: //' | jq '.result._meta'
+
+echo ""
+echo "=========================================="
+echo "Layer 1 Trust Metadata Details:"
+echo "=========================================="
+echo ""
+echo "Identity DID:"
+echo "$RESPONSE" | grep '^data:' | sed 's/^data: //' | jq -r '.result._meta.identity.id'
+echo ""
+echo "MCPF Version:"
+echo "$RESPONSE" | grep '^data:' | sed 's/^data: //' | jq -r '.result._meta.mcpf.version'
+echo ""
+echo "Trust Verifications:"
+echo "$RESPONSE" | grep '^data:' | sed 's/^data: //' | jq '.result._meta.trust.verifications[]'
+echo ""
+
+echo "=========================================="
+echo "Test Complete"
+echo "=========================================="
diff --git a/ikt-arh-kultura-valodu-tehnologijas/tools/placeholder.git b/ikt-arh-kultura-valodu-tehnologijas/tools/placeholder.git
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/tools/placeholder.git
@@ -0,0 +1 @@
+
diff --git a/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_generated_doc_headings.sh b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_generated_doc_headings.sh
new file mode 100644
index 0000000..67d2887
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_generated_doc_headings.sh
@@ -0,0 +1,29 @@
+#!/bin/sh
+set -eu
+
+DOC_PATH="${1:-KISC-merkarhitektura-apraksts.md}"
+
+if [ ! -f "$DOC_PATH" ]; then
+  echo "ERROR: regenerated doc not found: $DOC_PATH"
+  echo "Hint: pass path as argument, e.g.: tools/qa/check_generated_doc_headings.sh docs/output.md"
+  exit 1
+fi
+
+need_heading() {
+  h="$1"
+  if ! grep -Eq "^[#]{1,6}[[:space:]]+$h([[:space:]]|\$)" "$DOC_PATH"; then
+    echo "ERROR: missing heading: $h"
+    exit 1
+  fi
+}
+
+# Required headings (core completeness gates)
+need_heading "1.2 Iesaistītās puses"
+need_heading "1.3 Saīsinājumi"
+need_heading "1.4 Saistītie dokumenti"
+need_heading "4.1 Juridiskais skats"
+need_heading "5.1 Pasākumu plāns"
+need_heading "5.2 Mijiedarbība ar citām jomām"
+need_heading "5.3 Riski"
+
+echo "OK: required headings exist in $DOC_PATH"
diff --git a/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_nonempty_registers.sh b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_nonempty_registers.sh
new file mode 100644
index 0000000..17325ad
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_nonempty_registers.sh
@@ -0,0 +1,23 @@
+#!/bin/sh
+set -eu
+
+REQ_FILES="
+domains/kultura-valoda/registers/08-roadmap/roadmap.yaml
+domains/kultura-valoda/registers/08-roadmap/interactions.yaml
+domains/kultura-valoda/registers/09-risks/risks.yaml
+"
+
+for f in $REQ_FILES; do
+  if [ ! -f "$f" ]; then
+    echo "ERROR: missing required register: $f"
+    exit 1
+  fi
+
+  # fail if file contains only an empty items list
+  if grep -Eq '^\s*items:\s*\[\s*\]\s*$' "$f"; then
+    echo "ERROR: register is empty (items: []): $f"
+    exit 1
+  fi
+done
+
+echo "OK: required registers exist and are non-empty"
diff --git a/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_stakeholder_count.sh b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_stakeholder_count.sh
new file mode 100644
index 0000000..63072c4
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/check_stakeholder_count.sh
@@ -0,0 +1,21 @@
+#!/bin/sh
+set -eu
+
+DOC_PATH="${1:-KISC-merkarhitektura-apraksts.md}"
+
+if [ ! -f "$DOC_PATH" ]; then
+  echo "ERROR: regenerated doc not found: $DOC_PATH"
+  exit 1
+fi
+
+# Naive but effective: count organization list lines containing "org." OR common abbreviations.
+# Adjust pattern if your doc renders differently.
+COUNT="$(grep -Eo '(org\.[a-z0-9_]+)|\b(KM|KISC|LNB|LNA|NKMP|LNKC|NKC|VKKF|VDAA|VARAM|TA|TM|VVC|LVA|LUMII)\b' "$DOC_PATH" | wc -l | tr -d ' ')"
+
+# Require at least 10 hits to ensure it isn't collapsed to just 3 orgs.
+if [ "$COUNT" -lt 10 ]; then
+  echo "ERROR: stakeholder content appears too small (hits=$COUNT). Likely collapsed list."
+  exit 1
+fi
+
+echo "OK: stakeholder presence check passed (hits=$COUNT)"
diff --git a/ikt-arh-kultura-valodu-tehnologijas/tools/qa/structure-checklist.md b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/structure-checklist.md
new file mode 100644
index 0000000..1fd4e14
--- /dev/null
+++ b/ikt-arh-kultura-valodu-tehnologijas/tools/qa/structure-checklist.md
@@ -0,0 +1,10 @@
+# Regenerated document completeness checklist (kultura-valoda)
+
+The regenerated architecture document MUST include:
+
+- [ ] Abbreviations/terms (1.3)
+- [ ] Related documents (1.4)
+- [ ] Stakeholders/organizations list (1.2 scope)
+- [ ] Legal view section "Juridiskais skats" (4.1) sourced from `registers/00-meta/legal-acts.yaml`
+
+If any item is missing, the generator/template must be updated (do not delete content from re