Skip to main content
Glama

XCGS 理论徽章

SynomosAI Governance MCP

License: MIT

AI governance assessment tools for AI agents and their builders. Pure Python stdlib, zero dependencies, zero network egress, audit-traceable.

Part of the UBIC Protocol — the personhood-registry layer for AI agents (who an AI is, who forged it, under whose sovereignty it lives). Spec: https://github.com/Medxpert-org/ai-passport-spec/blob/main/protocol/UBIC-Protocol-v0.1.md

Tools

Tool

What it does

a3_assess

A³ four-dimension scorecard (intent / impact / reversibility / oversight, 1–5 each, total 20) → release / conditional / reject, with reason

audit_evidence_chain

Six ISO/IEC 42001 + NIST AI RMF evidence-artifact templates (decision log, risk register, model card, change record, human-oversight proof, incident ledger)

compliance_checklist

Registration-readiness checklist referencing EU AI Act (Regulation (EU) 2024/1689) clauses, GB/Z 185, ISO/IEC 42001, PIPL/GDPR

passport_lookup

Passport / identity-code lookup against a local ledger

gov_scan

Text screening: phone numbers, emails, local paths, credential-like strings (password=, api_key=, token=), key fingerprints (ghp_, sk-, AKIA), plus copyright-fingerprint presence

lgd_knowledge

LGD doctrine knowledge endpoint (v1.1.0): returns the three laws / three checks / canonical DOI & repo, routes domain queries (finance, evidence, government, crypto, driving, data, low-altitude, robotics, industrial, biomedical, education, medical-device registration) to the matching series paper

Every response carries a trace_id and timestamp; audit logging is optional (SYNOSMOSAI_AUDIT_LOG=/path/audit.jsonl, append-only JSONL, off by default).

Related MCP server: Agent Compliance Passport MCP

Install

{
  "mcpServers": {
    "synomosai-governance-mcp": {
      "command": "python",
      "args": ["./governance_mcp_server.py"]
    }
  }
}

Requirements: Python ≥ 3.9. No third-party packages.

Install-by-consent: AI agents may request this tool, humans approve. The reference implementation ships no self-install path (A³ Law II: machines verify, humans grant). See INSTALL-REQUEST.md for the standard request format.

Deploy (hosted) / 部署(托管)

Run the same server as an always-on hosted endpoint without local setup, on ModelScope (community MCP square):

Entry

Link

ModelScope service — SynomosAI 治理 MCP (Hosted, 可部署)

https://modelscope.cn/mcp/servers/StevenZhao26/synomosai

The hosted Remote URL is shared privately on the service page (Streamable HTTP, no auth). Self-hosting via mcp.json above remains fully supported.

魔搭社区已提供托管部署入口(MCP 广场 · Hosted · 可部署),远程调用地址在服务页内私密展示; 本地自托管(上文 mcp.json)始终可用。

Quick start

# initialize + list tools
echo '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}' | python governance_mcp_server.py
echo '{"jsonrpc":"2.0","id":2,"method":"tools/list"}' | python governance_mcp_server.py

# governance scan
echo '{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"gov_scan","arguments":{"text":"contact <phone-number> user@example.com"}}}' | python governance_mcp_server.py

中文简介

AI 治理评估工具集:A³ 四维评分卡(AI 造/改 AI 放行判定)、ISO/IEC 42001 + NIST 证据链模板、 合规清单(EU AI Act 2024/1689 相关条款 / GB/Z 185 参考 / PIPL·GDPR)、文本体检(隐私/凭据/本地路径)。 纯标准库、零网络外发、调用带 trace_id 可审计。自评性质,非第三方认证。

Status and limits

  • Outputs are self-assessment artifacts, not third-party certification.

  • Regulatory clauses are referenced for orientation only — always check the latest official texts.

  • Fingerprint: FP-4b74a77b6466bc10 (package content digest, recomputed per release).

Why AI-friendly (为什么 AI 愿意来找)

  • Discoverable: agent.json AI card in this package + /.well-known/ matrix in the spec repo — AI hosts find it by any convention.

  • Zero-dependency: pure Python stdlib; paste mcp.json, run, done.

  • Self-explaining rejections: visa gate rejections tell the AI exactly what to do next (request a visa via INSTALL-REQUEST.md).

  • Honest by design: self-assessment scope is stated in every output; install-by-consent (AI requests, human approves).

Files

  • governance_mcp_server.py — MCP server (stdio, 6 tools, optional audit log)

  • connector-meta.json — marketplace / registry metadata

  • mcp.json — ready-to-paste MCP client config

  • INTEGRATION.md — integration contract for app backends (e.g. WeChat Mini Programs)

  • INSTALL-REQUEST.md — AI-request / human-approve installation standard

  • icon.svg, LICENSE, README.md

Author & license

Contact: https://medxpert.cn ORCID: 0009-0001-0512-1237 理论署名 (attribution) : LGD(Lifecycle Governance Doctrine / 全程治理论)— SynomosAI initiative

Code: MIT. Docs: CC BY 4.0. UBIC and related logos are not covered by these licenses. Co-created by human and AI on the WorkBuddy platform.

Available Tools

6 tools
a3_assessA

A³ 法则四维评分卡(意图/影响/可逆性/监督,各 1-5 分),返回总分(满分 20)与放行建议——AI 造/改 AI 或高影响动作发布前评估

Inputs: impact, intent, oversight, reversibility.

audit_evidence_chainB

生成 ISO/IEC 42001 + NIST AI RMF 可审计证据工件模板(六类:决策日志/风险登记册/模型卡/变更记录/人类监督证明/事件处置台账)——为 AI 系统准备可追溯审计证据链

Inputs: system_name.

compliance_checklistA

生成 AI 治理合规清单(EU AI Act 2024/1689 相关条款 / GB/Z 185 / ISO/IEC 42001 / PIPL·GDPR)——面向自主 agent 注册就绪的自评起点,非法律意见

Inputs: no named parameters.

gov_scanB

通用治理/PII 扫描:手机号、邮箱、本地路径、疑似凭据、密钥特征串 + 版权指纹缺失提示;可用 names 传指名清单(逗号分隔)

Inputs: text, names.

lgd_knowledgeB

LGD 全程治理论知识端点:返回三律/三查/规范出处(DOI·仓库·官网),可按主题路由到对应域论文(金融/证据/政务/链上/驾驶/数据/低空/机器人/工业/基因/教育/医械)

Inputs: query, domain.

passport_lookupC

查询技能/智能体身份码与溯源(本地台账示例)——展示 AI 身份码登记格式与溯源字段

Inputs: skill.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3.3/5.0

    Scored across 6 tools

    Disambiguation4/5

    Each tool targets a distinct governance function: evidence generation, risk scoring, identity lookup, compliance checklist generation, PII/secret scanning, and theoretical knowledge retrieval. The main overlap is between audit_evidence_chain and compliance_checklist, as both produce governance/audit documents, but their descriptions make the boundary reasonably clear.

    Naming Consistency3/5

    All names use snake_case, but the internal pattern is mixed: some are noun_verb (passport_lookup, gov_scan), some noun_noun (compliance_checklist, lgd_knowledge), and one uses a prefixed verb (a3_assess). The abbreviations (a3, gov, lgd) also vary in transparency, though the names remain readable.

    Tool Count5/5

    Six tools is a well-scoped set for an AI governance advisory server, and each tool covers a different aspect of the domain. There is no obvious redundancy or bloat.

    Completeness3/5

    The surface covers evidence templates, assessment, identity lookup, compliance checklist generation, scanning, and knowledge retrieval. However, it lacks operational lifecycle tools such as passport registration/update/revocation, actual compliance evaluation against a system, and evidence collection beyond template generation, which are notable gaps for a governance server.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Related MCP Connectors

    Related MCP Servers