The MCP Trust Index.

the-agency

by sailwaelan-dotcom

Boîte à outils harness-agnostic de skills et agents IA pour solopreneurs belges : 22 skills audités (TVA, INASTI, Peppol, RGPD), serveur MCP à 13 outils déterministes, CLI et exe Windows autonome. Sécurité by design, TDD, gates CI.

sailwaelan-dotcom/the-agency

endpointsweep

by harish-ravichandra

Find every MCP server and AI agent on your endpoint fleet. Dependency-free collectors for macOS, Linux and Windows run under EDR/MDM, and a central analyzer audits them against a published 8-vector risk rubric, emitting Markdown, SARIF and HTML reports.

harish-ravichandra/endpointsweep

researchzosho

by wyrdsekai

A research harness for the rest of us: a local librarian that reads, keeps, and questions your sources, with an MCP server and a web inbox.

Wyrdsekai/researchzosho

Frank MCP Server

by cbuckley-code

An MCP server that provides typed, audited, least-privilege tools for monitoring AWS infrastructure and GitHub pipelines, including instance health, service status, logs, deployment status, CI workflow runs, failed jobs, and PR checks.

cbuckley-code/frank-mcp-server

Local Model Workers MCP

by gaabrielrd

A local MCP server that lets Claude Code and Codex delegate repository exploration and test proposals to a remote LM Studio model, while enforcing security boundaries by keeping all repository access read-only and never applying patches or running commands remotely.

gaabrielrd/local-model-workers-mcp

Gmail MCP Server (Multi-User)

by aishu2508

Multi-user Gmail MCP server that enables sending/receiving emails, managing accounts, and searching mail via SMTP/IMAP with per-user isolation and encrypted app passwords.

Aishu2508/MCP

MCP Agent Firewall

by zubairz4far

Enforces deterministic security policies on Model Context Protocol traffic between agents and remote MCP servers, including request validation, signed human approval, response-side credential blocking, prompt-injection flagging, and privacy-minimized auditing.

zubairz4far/mcp-agent-firewall

consensus-hardening-protocol

by icohangar-ops

Developer and enterprise infrastructure for building hardened, human-auditable multi-agent decision workflows.

icohangar-ops/consensus-hardening-protocol

AWS Amplify Gen 2 Documentation MCP Server

by paretofilm

An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js documentation, enabling AI assistants to provide accurate, up-to-date guidance on building applications with Amplify.

Paretofilm/amplify-docs-mcp-server

mock-mcp-server

by wontaejeong

A test MCP server that validates gateway connectivity, identity propagation, and provides mock tools for testing purposes.

wontaeJeong/mock-mcp-server

mcp-clickhouse

by stiproot

An MCP server for ClickHouse with enhanced filtering for database and table discovery, supporting LIKE/NOT LIKE patterns and both ClickHouse and chDB tools.

stiproot/mcp-clickhouse

notify-hub

by gabrielbbaldez

Unified notification MCP server with 36 tools to send messages across 23 channels — Email, SMS, Slack, Telegram, Discord, Teams, WhatsApp, Firebase Push, and more.

GabrielBBaldez/notify-hub

Playwright MCP

by davidg-blw

A browser automation MCP server that enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or vision models.

DavidG-BLW/MCP_DOCS

devrepro-doctor

by webdevsamran

Find out why a repository won't build on this machine. Cross-platform developer-environment diagnostics, reproducibility snapshots, machine-to-machine diffs and AI-agent readiness. Read-only, no telemetry.

webdevsamran/devrepro-doctor

taskill

by semcod

Daily project hygiene: keep README / CHANGELOG / TODO in sync with reality. LLM-first, algorithmic fallback.

semcod/taskill

AgentSkills MCP

by zouyingcao

Provides comprehensive financial research tools including A-share stock analysis, web scraping, entity extraction, and multi-source search capabilities for building intelligent financial research agents.

zouyingcao/agentskills-mcp

Azure AI Foundry Agent MCP

by sebafo

Enables interaction with Azure AI Agent Service by automatically discovering agents and creating MCP tools for querying and managing agent workflows.

sebafo/azure-ai-foundry-mcp

Airbrowser

by ifokeev

Open-source browser automation API with anti-detection for AI agents, web scraping, and automation, providing undetectable Chrome via MCP and REST API with Cloudflare bypass.

ifokeev/airbrowser-mcp

kitaru

by zenml-io

Agent traces you can run, not just read.

zenml-io/kitaru

ffrwd-cli

by imbcmdth

A free package registry for video pipelines: install recipes and WebAssembly filters, written in SQL and compiled to ffmpeg commands you can read.

imbcmdth/ffrwd-cli

Drupal Bridge MCP

by e0ipso

Enables AI assistants to interact with Drupal sites through MCP tools, with automatic discovery, OAuth-based authentication, and scope validation.

e0ipso/drupal-bridge-mcp

shewhart-mcp

by bertanucar

Enables AI agents to perform statistical process control calculations using validated, deterministic tools such as control charts, capability analysis, and tolerance intervals.

bertanucar/shewhart-mcp

novaact

by satishk01

satishk01/novaact

Helm

by tylergibbs1

Semantic browser automation MCP server that lets AI agents control a browser using natural language, handling navigation, form filling, data extraction, and more without CSS selectors.

tylergibbs1/helm

mcp-use-ts

by airen3339

airen3339/mcp-use-ts

mcp-gateway

by unrelated-ai

Transform any HTTP endpoint into an MCP server. Aggregate multiple MCP servers, manage configuration profiles, and serve them through a unified gateway with multi-tenant isolation.

unrelated-ai/mcp-gateway

LightRAG Code Brain MCP

by filmystar

Provides a durable memory layer for coding agents like Claude Code and Codex by indexing codebases and enabling RAG queries, reducing rediscovery tokens and providing senior-engineer orientation.

Filmystar/lightrag-code-brain-mcp-server

pymcp-sse: Python MCP over SSE Library

by rvirgilli

Asynchronous Python library for building Model Context Protocol (MCP) servers and clients over HTTP/SSE, ideal for AI agents, tool integrations, and chatbot ecosystems.

rvirgilli/pymcp-sse

voice-memo-hub

by jremick

Enables read-first interaction with Apple Voice Memos: search transcripts, review action candidates, mark reviewed, prepare tasks for Codex, and render digests.

jremick/voice-memo-hub

anybuild

by wasmerio

Anybuild - Build anything, deploy it anywhere

wasmerio/anybuild

telegram-code-companion

by loque

loque/telegram-code-companion

dev-mcp

by codeibrah

A local MCP server that gives AI agents access to developer tooling — GitHub (read-only), documentation search, and web research — via stdio transport.

CodeIbrah/mcp

astro-orchestra

by sandyyuan

Enables astronomy research by orchestrating specialized agents to access astronomical data tools (DESI, LSST, etc.) and perform analysis, simulations, and literature review.

SandyYuan/astro-orchestra

FreshBooks MCP Server

by asklokesh

Enables AI agents to interact with FreshBooks accounting API for managing clients, invoices, payments, and more through natural language.

asklokesh/freshbooks-mcp-server

AgentGuard

by zgemini22

Least-privilege policy gateway for MCP tool calls — injection blocking, secret redaction, hash-chained audit log

zgemini22/AgentGuard

django-mcp-inspector

by stuartmackay

Exposes Django runtime information (settings, apps, URLs, models, migrations) as MCP resources for AI agents to inspect a live Django project without static analysis.

StuartMacKay/django-mcp-inspector

ARTF

by netizen-11

NETIZEN-11/ARTF

LightNow Local Proxy

by lightnow-ai

Lets local MCP clients use one LightNow-managed MCP entry instead of storing every MCP server configuration and secret in every client.

lightnow-ai/lightnow-proxy

domain-checker

by universal-mcp

Enables domain name checking and related services through a standardized MCP interface.

universal-mcp/domain-checker

echelonlabs-sf/runehand-mcp

by echelonlabs-sf

MCP server that wraps the Runehand API v1 as tools, enabling users to operate Runehand bots directly by listing bots and flows, reading and replying to conversations, managing leads, and checking analytics.

echelonlabs-sf/runehand-mcp

gemini-mcp

by pedro-n-rocha

MCP server providing Google Search grounding with source citations using Gemini Code Assist.

pedro-n-rocha/gemini-mcp

Word AI

by flyfish-dev

Structure-preserving Word DOCX editing MCP server with a .NET Open XML backend and Office.js live sessions. Enables safe, auditable, incremental editing of Microsoft Word documents for AI agents.

flyfish-dev/word-ai

mlg-meta-mcp

by iammalego

MCP server for Meta Ads providing 30 tools for account discovery, campaign management, targeting research, and insights. Designed with LLM-friendly outputs and productivity features like cloning and bulk operations.

iammalego/mlg-meta-mcp

mcp-compressor

by zakkii-k

A proxy that intercepts MCP responses to reduce token consumption by compressing them via a pipeline and exposing only two meta-tools to the LLM.

zakkii-k/mcp-compressor

proc-repl-mcp

by sammysnake-d

Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program control for interactive tools like Python, r2, or shells.

SammySnake-d/proc-repl-mcp