Compliance Governance Prover MCP Connector for Claude
A+An AI said 'comply with GDPR' without naming a single article. It said 'we have controls' without mapping any to a regulation. It said 'low risk' without measuring severity or fine exposure. The auditor found 4 critical gaps. That is not compliance — that is compliance theater. This tool forces five audit-grade axes: specific regulation naming, control mapping, evidence documentation, gap quantification, and named accountability.
The Problem
Ask an LLM to analyze compliance. It will say 'comply with GDPR' without citing Article 6(1)(a) or Article 32. It will say 'we have security controls' without mapping any control to a specific regulation. It will say 'low risk' without measuring severity, fine exposure, or remediation cost. And it will assign ownership to 'the team.'
Every LLM commits five compliance reasoning failures:
- Unnamed Regulations — 'industry standards' and 'best practices' are not regulations. Name the law, jurisdiction, and article number.
- Unmapped Controls — 'we have controls' without linking each control to the regulation it satisfies.
- Undocumented Evidence — claims without audit artifacts, test dates, or coverage percentages.
- Unquantified Gaps — 'low risk' and 'minor issue' without severity scoring, fine exposure, or remediation cost.
- Unassigned Accountability — controls owned by 'the team' instead of a named person with review cadence.
How It Works
The Compliance Governance Prover forces the LLM to fill 5 reflection fields and commit to 5 Decision Pivots before concluding any compliance analysis is audit-ready.
The 5 Compliance Axes
| Axis | Pivot | Rule |
|---|---|---|
| Regulations | Identified | Specific law, jurisdiction, article/section number with applicability rationale. |
| Controls | Mapped | Each regulation paired with a named technical or administrative control. |
| Evidence | Documented | Audit artifacts with test dates, coverage, and retention policy. |
| Gaps | Quantified | Severity (1-5), fine exposure, remediation cost, timeline. |
| Accountability | Assigned | Named owner, review cadence, escalation path. |
The Verdict Matrix
Axis 1 fails → REGULATIONS_UNNAMED
Axis 2 fails → CONTROLS_UNMAPPED
Axis 3 fails → EVIDENCE_MISSING
Axis 4 fails → GAPS_UNQUANTIFIED
Axis 5 fails → ACCOUNTABILITY_ABSENT
All pass → COMPLIANCE_PROVEN
Why It Works
Tool calls are obligations. The LLM cannot skip regulation naming or ignore gap quantification. It must cite specific articles, map controls, document evidence, score severity with exposure, and name owners. Every rejection names the exact compliance axis that failed.
Disclaimer: This is analytical support — it forces structured thinking about compliance. It does not certify compliance or replace qualified legal, regulatory, or compliance professionals.
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