
SynomosAI Governance MCP
io.github.Medxpert-orgPublished by GitHub account Medxpert-orgv1.0.0Updated Oct 24, 2026
AI governance MCP: A3 scorecard, ISO 42001 evidence templates, compliance checklist, gov_scan.
Overview
Local AI-governance assessment server: scores AI release decisions, drafts ISO 42001 evidence templates, checks compliance readiness and screens text for leaks.
- What you can do
- Score an AI change on intent, impact, reversibility and oversight, with a release, conditional or reject verdict and reason, plus a trace ID per call. Generate six ISO/IEC 42001 and NIST AI RMF evidence-artifact templates such as decision logs, risk registers and model cards. Produce a registration-readiness checklist referencing EU AI Act, GB/Z 185, ISO/IEC 42001 and PIPL/GDPR. Look up passport or identity codes in a local ledger. Screen text for phone numbers, emails, local paths, credential-like strings, key fingerprints and copyright markers.
- When to use it
- Useful when an assistant helps teams document AI governance, prepare self-assessment evidence before a release decision, or check drafts for leaked secrets and personal data. It is a self-assessment aid, not a certification or legal opinion.
- Requirements
- Runs as a local stdio process with Python 3.9 or newer and no third-party packages; the server file is launched directly. No network access, accounts or API keys are needed. Optional audit logging is enabled by setting the SYNOSMOSAI_AUDIT_LOG environment variable to a file path.
Installation
In SourceWeft
- Open SynomosAI Governance MCP in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
SynomosAI Governance MCP
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
Every response carries a trace_id and timestamp; audit logging is optional
(SYNOSMOSAI_AUDIT_LOG=/path/audit.jsonl, append-only JSONL, off by default).
Install
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.mdfor the standard request format.
Quick start
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.jsonAI 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, 5 tools, optional audit log)connector-meta.json— marketplace / registry metadatamcp.json— ready-to-paste MCP client configINTEGRATION.md— integration contract for app backends (e.g. WeChat Mini Programs)INSTALL-REQUEST.md— AI-request / human-approve installation standardicon.svg,LICENSE,README.md
Author & license
Organization: SynomosAI · https://medxpert.cn Author reference (provenance only): ORCID 0009-0001-0512-1237
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.
权利与归属(Rights & Attribution)
代码:MIT License。文档:CC BY 4.0。UBIC 及相关标识不在上述许可覆盖范围内。
© 2026 赵兴华 / Steven Zhao·China (ORCID 0009-0001-0512-1237). All rights reserved.
名称状态 (name status) : "SynomosAI" / "MedXpert" — 未申请实体注册、未申请商标注册
(not a registered legal entity; no trademark registered)
mcp-name: io.github.Medxpert-org/ubic-governance-mcp
Source: README.md at commit 7db198c
Tools
0Version history
1- v1.0.0LatestSep 28, 2026
Score
50% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts