The MCP Trust Index.

MCP-Ollama Client

by nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

Nagharjun17/MCP-Ollama-Client

MCP Redmine

by neveugregor

Enables to manage Redmine projects, issues, users, and time entries through natural language using the Redmine REST API.

NeveuGregor/mcp-redmineApi

yureong

by herrozim-ship-it

Verifies Korean legal citations (case numbers, statutes) against the official government database to detect AI hallucinations. Works as CLI, MCP server, or Python library.

herrozim-ship-it/yureong

KnowledgeRadar

by ga626

An MCP server that gives agents a unified search and perception layer across web search, Bilibili, Xiaohongshu, Zhihu, YouTube, academic metadata, recruitment sites, and webpage extraction, plus research planning, health checks, and task status.

ga626/knowledge-radar

Antigravity Delegate MCP

by silennsong

A local-STDIO MCP server that lets Codex invoke the Antigravity CLI from any project, with project-owned routing guidance and enforceable policies.

silennsong/Antigravity-CLI-Tool

plane-client

by mgoodric

MCP server for the Plane project management API, enabling issue retrieval, listing, commenting, state changes, and creation.

mgoodric/plane-client

RoleX

by deepractice

Provides AI agents with persistent identity, social organization, and experience-based growth, modeled on human societies, via MCP tools for goal management, learning, and resource sharing.

Deepractice/RoleX

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

Hosted MCP Apps Example Gallery

by different-ai

Enables users to interact with a gallery of sample interactive MCP Apps, such as a budget allocator or cohort heatmap, by connecting a remote Streamable HTTP URL.

different-ai/openwork-mcp-app-gallery-sol

Tollbooth Authority New England

by lonniev

A sub-regional MCP server for the DPYC tollbooth ecosystem, providing authority certification and audit trails for New England operators, with tools inherited from the tollbooth-dpyc shared SDK.

lonniev/tollbooth-authority-newengland

engram

by tushaebxn

Provides persistent, local-first AI memory across sessions via MCP tools for storing, searching, and retrieving context from past interactions.

TushaeBXN/engram

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

Subdomain Finder3 MCP Server

by bach-ai-tools

Enables the discovery and listing of subdomains for a given domain through the Subdomain Finder3 API. It provides a specialized tool for subdomain enumeration within the MCP ecosystem.

BACH-AI-Tools/bachai-subdomain-finder3

GitLab MCP

by amalychev

MCP server for GitLab that provides 85 tools covering issues, merge requests, repositories, CI/CD, wiki, packages, and attachments, with support for both gitlab.com and self-hosted instances. It can read attachments so models can see screenshots and other files.

amalychev/gitlab-mcp

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

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

blockscout/mcp-server

by blockscout

Provide AI agents and automation tools with contextual access to blockchain data including balance…

blockscout/mcp-server

KiCAD MCP Server

by avinash1286

Enables AI assistants to interact with KiCAD for PCB design automation, including schematic editing, component placement, routing, DRC/ERC, and export.

Avinash1286/KiCAD-MCP-Server-THEAVI

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

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

FactoryMind AI

by puru20srini

Enables engineers and plant managers to interact with manufacturing systems using natural language, providing machine health analysis, KPI dashboards, predictive maintenance, and automated workflow execution via MCP.

Puru20Srini/FactoryMind-AI

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

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

brain-mcp

by marcin-stanczyk

A local MCP server that acts as long-term memory for AI coding assistants, storing lessons and patterns in a local SQLite database with optional hybrid vector search via Ollama.

Marcin-Stanczyk/brain-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

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

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

mcp-timeout-demo

by vytharion

An MCP server that provides a long-running tool with configurable timeouts and periodic progress notifications, preventing Claude Code from disconnecting during healthy long tasks.

vytharion/claude-code-mcp-tool-timeout-configurable-long-running

domain-checker

by universal-mcp

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

universal-mcp/domain-checker

agent-sudo-mcp

by kisyntra

Local zero-trust permission gateway for AI agents. Enforces policy-based tool authorization, human approvals, scoped permissions, and cryptographically verifiable audit logs.

Kisyntra/Agent_Sudo

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

Claude Multi-Database MCP Server

by xza-m

An MCP server that enables Claude to query multiple databases (PostgreSQL, ClickHouse, MaxCompute) with automatic schema discovery and intelligent table search.

xza-m/claude-multi-db-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

bank.mcp

by owieschon

MCP server that turns bank transactions into a financial digest including cash-flow forecast, spending breakdown, fee detection, and receipt reconciliation, exposing deterministic engines as JSON-RPC tools.

owieschon/bank-mcp

mame-mcp

by astrobleem

Enables MAME reverse engineering tasks including memory access tracing, input injection, ROM auditing, and IO-port discovery for arcade-to-SNES porting.

astrobleem/mame-mcp

perplexity-unofficial-mcp

by exqlnet

Unofficial MCP server that wraps the Perplexity AI web API via browser cookies, enabling search, research, reasoning, and ask tools through STDIO.

exqlnet/unofficial-perplexity-mcp

Geo-INQUIRE MCP Server

by lukwe

Enables interaction with Geo-INQUIRE OGC API Processes for geospatial operations, including planning, execution, and job management through natural language.

lukwe/mcp_or_skill_for_geoenquire_ogc