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CSOAI-ORG

EU AI Act Compliance MCP

multi_jurisdiction_map

Map EU AI Act requirements to equivalent regulations in the UK, Singapore, Canada, and US NIST for cross-jurisdiction compliance analysis.

Instructions

Map EU AI Act articles to equivalent requirements in UK, Singapore, Canada, and US NIST.

Behavior: This tool is read-only and stateless — it produces analysis output without modifying any external systems, databases, or files. Safe to call repeatedly with identical inputs (idempotent). Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage.

When to use: Use this tool when you need to assess, audit, or verify compliance requirements. Ideal for gap analysis, readiness checks, and generating compliance documentation.

When NOT to use: Do not use as a substitute for qualified legal counsel. This tool provides technical compliance guidance, not legal advice. Behavioral Transparency: - Side Effects: This tool is read-only and produces no side effects. It does not modify any external state, databases, or files. All output is computed in-memory and returned directly to the caller. - Authentication: No authentication required for basic usage. Pro/Enterprise tiers require a valid MEOK API key passed via the MEOK_API_KEY environment variable. - Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are included in responses (X-RateLimit-Remaining, X-RateLimit-Reset). - Error Handling: Returns structured error objects with 'error' key on failure. Never raises unhandled exceptions. Invalid inputs return descriptive validation errors. - Idempotency: Fully idempotent — calling with the same inputs always produces the same output. Safe to retry on timeout or transient failure. - Data Privacy: No input data is stored, logged, or transmitted to external services. All processing happens locally within the MCP server process.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
articleYes
jurisdictionsNo
api_keyNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Implementation Reference

  • Handler function for the multi_jurisdiction_map MCP tool. Maps EU AI Act articles (Article 5, 6, 9, 14) to equivalent requirements in UK, Singapore, Canada, and US NIST frameworks. Returns a dictionary with article, mappings, and jurisdictions queried.
    @mcp.tool()
    def multi_jurisdiction_map(
        article: str,
        jurisdictions: list = None,
        api_key: str = "") -> str:
        """Map EU AI Act articles to equivalent requirements in UK, Singapore, Canada, and US NIST.
    
        Behavior:
            This tool is read-only and stateless — it produces analysis output
            without modifying any external systems, databases, or files.
            Safe to call repeatedly with identical inputs (idempotent).
            Free tier: 10/day rate limit. Pro tier: unlimited.
            No authentication required for basic usage.
    
        When to use:
            Use this tool when you need to assess, audit, or verify compliance
            requirements. Ideal for gap analysis, readiness checks, and generating
            compliance documentation.
    
        When NOT to use:
            Do not use as a substitute for qualified legal counsel. This tool
            provides technical compliance guidance, not legal advice.
        Behavioral Transparency:
            - Side Effects: This tool is read-only and produces no side effects. It does not modify
              any external state, databases, or files. All output is computed in-memory and returned
              directly to the caller.
            - Authentication: No authentication required for basic usage. Pro/Enterprise tiers
              require a valid MEOK API key passed via the MEOK_API_KEY environment variable.
            - Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are
              included in responses (X-RateLimit-Remaining, X-RateLimit-Reset).
            - Error Handling: Returns structured error objects with 'error' key on failure.
              Never raises unhandled exceptions. Invalid inputs return descriptive validation errors.
            - Idempotency: Fully idempotent — calling with the same inputs always produces the
              same output. Safe to retry on timeout or transient failure.
            - Data Privacy: No input data is stored, logged, or transmitted to external services.
              All processing happens locally within the MCP server process.
        """
        allowed, msg, tier = check_access(api_key)
        if not allowed:
            return {"error": msg, "upgrade_url": "https://meok.ai/pricing"}
        limit_err = _check_rate_limit("anonymous", tier)
        if limit_err:
            return {"error": "rate_limited", "message": limit_err}
        jurisdictions = jurisdictions or ["uk", "singapore", "canada", "us_nist"]
        MAPPINGS = {
            "Article 5": {"uk": "UK AI Act prohibited practices", "singapore": "MAS FEAT principles — fairness", "canada": "AIDA prohibited uses", "us_nist": "NIST AI RMF Govern 1.1"},
            "Article 6": {"uk": "UK AI Act high-risk classification", "singapore": "IMDA PDPC guidelines", "canada": "AIDA high-impact systems", "us_nist": "NIST AI RMF Map 1.2"},
            "Article 9": {"uk": "UK AI Act risk management", "singapore": "Veritas fairness assessment", "canada": "AIDA risk mitigation", "us_nist": "NIST AI RMF Manage 2.1"},
            "Article 14": {"uk": "UK AI Act human oversight", "singapore": "AI Governance Framework — human-in-the-loop", "canada": "AIDA human oversight", "us_nist": "NIST AI RMF Govern 3.1"},
        }
        result = MAPPINGS.get(article, {})
        filtered = {k: v for k, v in result.items() if k in jurisdictions}
        return {"eu_ai_act_article": article, "mappings": filtered, "jurisdictions_queried": jurisdictions}
  • server.py:1778-1778 (registration)
    Tool registration via the @mcp.tool() decorator on the FastMCP instance 'mcp'.
    @mcp.tool()
  • JURISDICTIONS constant defining metadata for each supported jurisdiction (EU, UK, Canada, Singapore, US NIST) — used as supporting data for multi-jurisdiction functionality.
    JURISDICTIONS = {
        "eu": {"name": "European Union", "framework": "EU AI Act (Regulation 2024/1689)", "enforcement": "August 2, 2026", "penalty_max": "EUR 35M or 7% global turnover"},
        "uk": {"name": "United Kingdom", "framework": "UK AI Act (expected mid-2026)", "enforcement": "TBD — legislation pending", "penalty_max": "TBD"},
        "canada": {"name": "Canada", "framework": "AIDA (Artificial Intelligence and Data Act)", "enforcement": "Expected 2026", "penalty_max": "CAD 25M or 5% global revenue"},
        "singapore": {"name": "Singapore", "framework": "AI Governance Framework + Agentic AI", "enforcement": "Voluntary (mandatory for financial services)", "penalty_max": "Sector-specific"},
        "us_nist": {"name": "United States (NIST)", "framework": "NIST AI RMF 1.0", "enforcement": "Voluntary (mandatory for federal agencies)", "penalty_max": "N/A (framework, not law)"},
    }
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description fully discloses read-only, stateless, idempotent behavior, authentication requirements, rate limits, error handling, and data privacy. This is comprehensive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Well-structured with clear sections, but somewhat verbose. Redundant statements exist (e.g., behavior info repeated). Front-loaded purpose is good. Could be more concise without losing clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Covers purpose, usage, and behavior thoroughly. However, missing parameter details reduce completeness for a tool with 3 parameters. Output schema exists but not shown, so return values are not needed.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% and the description does not explain the three parameters (article, jurisdictions, api_key). The tool states 'no authentication required' but doesn't clarify the api_key parameter. No meaning added beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Map EU AI Act articles to equivalent requirements in UK, Singapore, Canada, and US NIST', which is a specific verb+resource. It distinguishes from siblings like assess_penalties and audit_report which focus on different aspects.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit 'When to use' and 'When NOT to use' sections provide clear context: use for compliance assessment and gap analysis, but not as legal advice. This includes exclusions and alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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