meok-annex-iii-impact-mcp
Automated EU AI Act Annex III risk classification + impact assessment engine.
A Mavis-pattern MCP server that classifies AI systems against the 8 categories of high-risk AI defined in Annex III of the EU AI Act (Regulation (EU) 2024/1689) and produces the compliance documentation regulators expect:
- Article 27 Fundamental Rights Impact Assessment (FRIA), as draft Markdown
- Annex IV technical documentation, as structured JSON
- Article 9 / 10 / 13 / 14 / 15 compliance check, PASS / FAIL / REVIEW
- Ed25519-signed attestation of the classification (legally reproducible, offline, deterministic)
The classification engine is 100% offline, deterministic, reproducible — it uses keyword weighting, not LLM calls. The same input always produces the same classification. Auditors can re-run the engine and obtain the same answer.
Why
The eu-ai-act-compliance-mcp (the 410-article regulatory reference) tells you what the law says. This MCP tells you what applies to YOUR system — and drafts the FRIA + Annex IV documentation you owe the regulator. The pair forms a complete compliance loop: legal reference ↔ automated applicability ↔ human sign-off.
The 8 Annex III categories
| # | id | name |
|---|---|---|
| 1 | biometric_identification |
Biometric identification (real-time remote, post) |
| 2 | critical_infrastructure |
Critical infrastructure (water, gas, heating, electricity, traffic) |
| 3 | education_and_vocational_training |
Education & vocational training (admissions, assessment, proctoring) |
| 4 | employment_workers_management |
Employment & workers management (recruitment, promotion, termination, task allocation) |
| 5 | access_to_essential_services |
Access to essential services (public services, credit scoring, insurance, emergency) |
| 6 | law_enforcement |
Law enforcement (risk assessment, lie detection, evidence evaluation) |
| 7 | migration_asylum_border_control |
Migration, asylum & border control (visa, asylum, border) |
| 8 | justice_democratic_processes |
Justice & democratic processes (court, election influence, public opinion) |
The 4 tools
classify_system(system_description, deployment_context)— returns the Annex III category (ornot_high_risk) with confidence, applicable articles, and key obligations.generate_fria(system_id, classification)— produces a draft Fundamental Rights Impact Assessment in Markdown, ready for human review (covers Article 27: deployment context, affected groups, potential harms, mitigation, oversight).check_article_compliance(system, articles)— returns PASS / FAIL / REVIEW per article (e.g.[9, 10, 13, 14, 15, 27]) with the evidence each article requires.generate_annex_iv_documentation(system)— produces Annex IV technical documentation in JSON, the 9 required sections (general description, design specs, data preparation, capabilities/limitations, intended purposes, risk management, validation, transparency, post-market monitoring).
All tools return JSON envelopes with status, classification, draft_document, evidence_requirements, recommendations, and signature.
Install
cd meok-annex-iii-impact-mcp
python3 -m venv /tmp/annex-venv
/tmp/annex-venv/bin/pip install -e ".[dev]"
Run
# MCP server (stdio)
meok-annex-iii-impact-mcp
# Or programmatic
/tmp/annex-venv/bin/python3 -c "from meok_annex_iii_impact_mcp.server import classify_system; print(classify_system('AI that screens job applicants','recruitment'))"
Test
/tmp/annex-venv/bin/pytest tests/ -q
12+ tests, hermetic, <1s.
License
MIT — Copyright (c) 2026 MEOK AI Labs CSOAI LTD
mcp-name: io.github.CSOAI-ORG/meok-annex-iii-impact-mcp
1 maintainer
Release files for meok-annex-iii-impact-mcp 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| meok_annex_iii_impact_mcp-0.1.2.tar.gz | 22.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| meok_annex_iii_impact_mcp-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 41.3 kB
Release files / meok_annex_iii_impact_mcp-0.1.2.tar.gz
| Download URL | meok_annex_iii_impact_mcp-0.1.2.tar.gz |
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| Size | 22.7 kB |
| Tags | Source |
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Release files / meok_annex_iii_impact_mcp-0.1.2-py3-none-any.whl
| Download URL | meok_annex_iii_impact_mcp-0.1.2-py3-none-any.whl |
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| Size | 18.6 kB |
| Tags | Python 3 |
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uv/0.10.3 {"installer":{"name":"uv","version":"0.10.3","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
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