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MCP servers tagged governance

264 live MCP servers tagged "governance", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with governance.

264
live servers
36
avg trust
116
most stars
201

Aarf

Pioneeraitech-governance

AARF: the API AI Readiness Framework. An open framework for judging whether an API is ready to be used by AI agents, from its OpenAPI document. 7 dimensions, 31 signals, and a con…

updated 3 months ago
34
202

Ido4

ido4-dev

Development Governance Platform — deterministic methodology enforcement for AI-augmented teams

34
203

Tool Card Fleet Summary Action

mizcausevic-dev

GitHub Action wrapping mcp-tool-card-fleet-summary. Walks a dir of MCP Tool Cards, flags destructive-without-human-approval, high-PII-without-rate-limit, writes-secrets-without-au…

updated 4 months ago
34
204

Whisos Gateway

gite11

Experimental developer gateway for governing and auditing agent MCP tool calls.

34
205

Kafkamcp

josedab

Secure, vendor-neutral MCP gateway for operating Apache Kafka with AI agents

34
206

Agent Operating Model Planner

exmachinai

ZGPM-konformer Multi-Agent-Planner für AEGIRA — kompiliert portable Claude-Code-Harnesses (Phase-1-Spike).

34
207

Governed MCP Gateway

mizbamd

Governed Model Context Protocol (MCP) servers in Java AND Python: policy engine, human-in-the-loop approval for sensitive actions, and a hash-chained audit log.

34
208

Spendveto

revanthrajeev

Spend governance for AI agents paying over x402. Payment rails move an agent's money; SpendVeto decides whether it should be allowed to move it — caps, budgets, human approvals an…

34
209

Crm MCP Agent Public

euuuuuuan

An agent does a CRM marketer's ad-hoc SQL over 5 read-only MCP tools against a deterministic synthetic CDP, behind a pure-stdlib governance kernel: tiered authority, fingerprint-b…

34
210

Memory Lattice

djkenny854

Best AI Memory Layer for Claude Code and MCP Agents in 2026

34
211

Cyfr

cyfrworks

Give your AI power, not trust — the self-hosted breaker panel for AI agents: sandboxed components, explicit grants, metered execution.

updated 3 months ago
34
212

AI Coding Governance Kit

langlanfu

Governance templates and safety checklists for teams using Copilot, Codex, Claude Code, Cursor, MCP, and coding agents.

34
213

Tramalia

MscottB

Gobierno y evidencia verificable para desarrollar con múltiples agentes IA. Repo-first.

updated 3 months ago
34
214

Permitd

hbar-systems

Governed tool execution for agent loops: propose -> permit -> approve -> execute -> audit. Fail-closed, zero dependencies.

34
215

Heimel

Heimel-open

HEIMEL Intent. Realized. HEIMEL is open infrastructure for the transition from intent to consequence.

updated a month ago
34
216

Tool Card Diff

mizcausevic-dev

Diff two MCP Tool Card documents. Classify safety transitions (side-effect class escalation, reversible flipped to false, rate-limit removed, PII / secrets exposure escalation, hu…

34
217

Obstat

marcinmarzeta

An auditable decision record for agent tool calls. The clearance is written down before the call runs.

updated a month ago
34
218

Tools Diff

mizcausevic-dev

Diff two MCP tools/list snapshots: added / removed / modified tools, with breaking-change detection (removed tools, added required fields, removed properties, type changes). Markd…

updated 4 months ago
34
219

Loomiomcp

soil-dev

Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors. Read-only mode supported.

updated 28 days ago
34
220

A2B

ariffazil

[L3 ASSET] A2B — AssetOpsBench Bridge. IJCAI-25. Constitutional governance benchmarks for industrial AI.

34
221

Sentnelops Python

sentnelops

Python SDK for SentnelOps — MCP firewall, agent identity, runtime policy, and audit evidence for AI agents

34
222

Servicenow Ppm Governance

MNGGibson

Stage-gate approvals, change-request control and M0 demand intake on ServiceNow SPM — plus the MCP server used to build and verify it.

34
223

Lucid Lineage GraphRAG MCP

raul-villar-ai

A personal PoC exploring GraphRAG design patterns: combining LangChain orchestration, Neo4j knowledge graphs, and an integrated MCP server to analyse simulated data lineage and co…

34
224

Skills Gateway

mthamil107

Governed, identity-aware server for Agent Skills (SKILL.md): OIDC + default-deny policy per fetch, immutable digest-verified versions, audit log, native sync for every coding agen…

34
225

Iter

aduboseh

Deterministic MCP server for governed and auditable AI execution

34
226

Rgltr

samuli

Tool Governance for Pydantic AI Agents

34
227

LLM Tool Bridge

EthanXiang777

Validated model-to-tool dispatch with typed payloads.

34
228

Langdb

api-evangelist

LangDB — independent third-party profile of a public API surface, by API Evangelist. LangDB is an AI gateway and governance platform that routes requests across 250+ models from p…

34
229

Pydantic AI Apcore

aiperceivable

expose apcore modules as pydantic-ai tools via the `AbstractToolset` interface.

34
230

Unitares Host Adapter

cirwel

Thin client bindings that mount UNITARES governance into agent hosts: Hermes Agent, and OpenAI-compatible clients through a governance proxy

34
231

Decision Context Protocol

stelabula

A vendor-neutral standard for recording and verifying organizational decisions in AI agent workflows

34
232

Schema Driven Policy Workflow Agent

PouyaPour

Deterministic pre-execution governance layer for agentic workflow actions using schema contracts, MCP, HITL, ADK-style orchestration, and evaluation cases.

34
233

Cloudflare MCP Server Portal

mysticrenji

Provision Cloudflare MCP Server Portal using Terraform

34
234

Governed MCP Server

johannespietsch

Reference implementation of the identity, authorization, audit and observability layers an enterprise needs around a stateless MCP (2026-07-28) server.

34
235

Dspack Gen

aestheticfunction

Generation and governance pipeline for dspack contracts: prompt compiler, model adapters, S1/S2/S3 governance gates, bounded repair loop, audit reports, and the evaluation harness…

34
236

Pharmacovigilence Agent

virtualryder

[SUPERSEDED — see virtualryder/pharmacovigilance_agent] Original bespoke pharmacovigilance agent. The maintained, template-based version lives at github.com/virtualryder/pharmacov…

34
237

En Quire

nullproof-studio

Structured markdown editing for agent systems, with governance. An MCP server.

34
238

Knowledge Dlc

aithinkers

Turn documents, wikis, emails, and Confluence/SharePoint/OneDrive/Google Drive sources into governed, provenance-bearing knowledge AI agents can trust — reviewed publication, conf…

34
239

Bobflow Enterprise

MAvaish

Autonomous SDLC Modernization & Developer Governance Platform built with IBM Bob 2.0 & watsonx Granite.

34
240

Tool Schema Fuzzer

mizcausevic-dev

Generate adversarial test cases from an MCP tools/list: valid-minimal, missing-required, wrong-type, extra-field, boundary, enum-violation. Each carries an expected accept/reject…

34
241

Acr Meta MCP

Agentic-Chat-Rooms-Protocol

High-performance forward proxy & governance control plane aggregating third-party MCP servers with Auth Vault.

34
242

Fleet Coordination Protocol

starshard-ai

Fleet Coordination Protocol (FCP) v0 — a thin coordination wire above any agent runtime: shared-memory facts, work-claims, receipts before irreversible actions, and belief-conflic…

34
243

Amber Protocol

Bandersnatch0x

Amber Protocol: repository-local governance for coding agents, including a DeepSeek Harness (dsh) patch overlay.

34
244

Peakstar Mcpguard

peakstargroup

MCP / Agent security scanner: scan for security holes before your AI agent touches company systems. Zero dependencies, static, runs locally, sends nothing out.

34
245

Deos Mcpd Receiver

DEOS-Computing

Hosted audit backbone for deos-mcpd — Postgres, Axum, MIT.

34
246

Lattice MCP Py

popuripk

Python policy gateway for agent tools. Shadow mode, approval, audit. Zero required deps.

34
247

Shesh Audit

gaganjainse

GuardedMCP policy gate, hash-chained audit log, kernel bridge, tool pins

34
248

Dead Letter Oracle

tvprasad

Governed MCP agent for DLQ incident resolution with closed-loop reasoning, multi-factor governance, and BlackBox reasoning trace

34
249

Powerbi Dashboard AI Pack

thantrunghieu2002-cell

AI đọc Power BI dashboard chính xác như người — contract-first, filter auto-inject, provenance mặc định, zero hallucination. Claude Code ready, Pro license đủ, no Desktop required.

34
250

Operator

silexKhan

A sophisticated Governance & Harness Engineering framework for Gemini CLI. Orchestrate large-scale AI agents with protocol integrity. Inspired by The Matrix.

updated 3 months ago
34
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