The MCP Trust Index.

ableton12-mcp

by verove-jordan

MCP server for Ableton Live 12 enabling full DAW control (tracks, devices, mixer, clips, transport) and audio analysis via loopback capture, allowing LLMs to create, modify, and measure music in real time.

verove-jordan/ableton12-mcp

GhostInTheShell MCP

by pronzzz

A sandboxed, read-only MCP server that safely exposes system metrics, container diagnostics, and logs to AI agents with intelligent context compression and strict security measures.

pronzzz/GhostInTheShell-mcp

onchain-mcp

by sylvainlondon136

Provides read-only access to Solana on-chain data, enabling natural language queries for wallet balances, token holdings, prices, transactions, and more via MCP-compatible clients.

sylvainlondon136/onchain-mcp

Grounded Code MCP

by michaelalber

A local MCP server that gives AI coding assistants retrieval access to your personal knowledge base of books, standards, and docs, grounding their answers in sources you trust.

michaelalber/grounded-code-mcp

polycode

by h19overflow

MCP server providing 13 tools to control opencode, Gemini CLI, and Qwen Code AI coding agents with session continuity and auth checking.

h19overflow/polycode

RedTransporteMCP

by iiroak

Private MCP server adapter for RedTransporteAPI, providing read-only access to Santiago de Chile public transit data including stops, routes, real-time iBus/RED predictions, and RAPTOR journey planning, secured with deny-by-default bearer token authentication over stdio or streamable HTTP.

iiroak/RedTransporte-GPT-MCP

postgres_mcp

by fvanevski

A Python MCP 2.0 server for self-hosted PostgreSQL instances, providing schema/relation discovery, SQL query and controlled transactional execution tools with security features like read-only transactions, role hardening guidance, and optional human approval for write commands.

fvanevski/postgres_mcp

RepoPilot MCP Server

by ziiyue-eee

Enables interaction with indexed Python repositories through MCP tools for repository map, symbol search, file reading, and reference lookup.

ziiyue-eee/RepoPilot

Trading MCP Server

by vaishnavik23

Enables fetching real-time stock prices from Yahoo Finance through Claude AI's interface. Allows users to query current market data for stocks using natural language commands.

VaishnaviK23/Trading-MCP-Server

kmux

by creative-koalas

A terminal emulator MCP server specifically engineered for LLMs with block-oriented design that organizes command input/output into recognizable blocks and semantic session management. Enables AI to efficiently use terminals for writing code, installing software, and executing commands without context overflow.

creative-koalas/kmux

noveletary

by penta2himajin

A local MCP server for maintaining internal consistency in fiction writing, with constraint-based fact checking, branching, and author-oracle conflict resolution.

penta2himajin/noveletary

mixcloud-mcp

by nelsonra

Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, artist lookup, uploads, and user profile access.

nelsonra/mixcloud-mcp

LinkedIn Post MCP

by raffaele86

An MCP server that lets you publish posts to your LinkedIn profile using the official LinkedIn API, with support for markdown formatting and OAuth authentication.

Raffaele86/linkedin-post-mcp

Nightman

by falcon305

MCP server for hunting bugs in Python functions via adversarial input generation and minimized regression tests.

Falcon305/nightman

weather-mcp

by henriquemenezes

MCP server for weather forecasts. It receives a city name and returns the weather forecast using the OpenWeather API.

henriquemenezes/weather-mcp

codex-hermes-worker

by ranjiang23

A Windows-first, dual-mode MCP bridge that delegates bounded work to Hermes Agent and a local Qwen model via an OpenAI-compatible endpoint, providing restricted batch or trusted full execution modes.

RANJIANG23/codex-hermes-worker

shutter-cull-mcp

by keivanmalhani

Enables AI agents to cull photo shoots by evaluating sharpness, eye-openness, and aesthetics, and writing reversible XMP sidecars for Lightroom, with strict safety gates to prevent unauthorized writes.

keivanmalhani/shutter-cull-mcp

MCP Math Tools

by wapred

Provides basic mathematical operations like addition, subtraction, multiplication, and division via the Model Context Protocol using stdio transport. This project serves as a complete reference implementation for a functional MCP server and client setup.

wapred/mcp-math-stdio

rviz-mcp

by mergeos-bounties

MCP server enabling AI agents to control RViz2 displays, fixed frames, and views, with offline mock support for CI and demos.

mergeos-bounties/rviz-mcp

Professional Python MCP Server

by bash20cu

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

bash20cu/mcp-server-python

mcp-m365-mgmt

by thiagogbeier

Enables AI assistants and automation tools to manage Microsoft 365, Entra ID, and Intune resources through 32 tools for user/device/file management and infrastructure monitoring.

thiagogbeier/mcp-m365-mgmt

mujoco-mcp

by robotlearning123

Advanced robotics simulation platform enabling AI assistants to control complex physics simulations via natural language, built on MuJoCo and MCP.

robotlearning123/mujoco-mcp

gotify-mcp

by jmagar

MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.

jmagar/gotify-mcp

sealion-sidecar

by maynard242

MCP server exposing Southeast Asian language tools (variant detect, translate+localize, safety, voice) backed by AI Singapore's hosted SEA-LION API.

maynard242/sealion-sidecar

mcp-email-search-server

by liu10250510

Enables AI agents to search and retrieve emails from Yahoo accounts using keywords, folder, date range, and attachment filters.

liu10250510/mcp-email-search-server

cocoindex MCP

by datarian

An MCP server that incrementally indexes repositories and documents into a Postgres + pgvector store using CocoIndex, and exposes semantic search over them.

datarian/mcp-coco

SQLite Project Memory MCP

by webrtcgame

A graph-friendly relational server that stores project memory, tasks, and metadata in a centralized SQLite database as the authoritative source of truth. It enables AI agents to manage complex project states through entity-relationship modeling and can generate human-readable markdown views on demand.

WebRTCGame/SQLITE-MCP

playLocal MCP

by maker240305

Enables to generate day trip itineraries in Korea using real-time public data from Korea Tourism Organization, weather, and congestion APIs.

maker240305/playLocal_mcp

Tailnet MCP Server

by alexskorn

Query devices, check connectivity, and get network status from your Tailscale tailnet directly via an AI assistant.

AlexSKorn/TailscaleMCP

pipedrive-mcp

by wirasm

Wirasm/pipedrive-mcp

LounasMCP

by jarecoder

Enables retrieval of daily lunch menus for restaurants in Sello shopping center (Espoo) from lounaat.info.

JareCoder/LounasMCP

MCPServerDemo

by nitinudasin

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

NitinUdasin/MCPServerDemo

estore-mcp-server

by handaas

Provides comprehensive enterprise e-commerce data including global store profiles, product category statistics, and sales performance analysis. It enables users to search for companies and evaluate their domestic and international e-commerce business layouts across various platforms.

handaas/estore-mcp-server

BulkClix MCP Server

by ananselabs-org

Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime, mobile money, bank transfers, data bundles, KYC, contacts, and account management via natural language.

AnanseLabs-Org/bulkclix-mcp

Local File Reader

by guanqun-yang

Read the contents of local files on demand. Quickly preview, copy, or analyze file text without leaving your workflow. Save time by pulling exact file content when you need it.

guanqun-yang/mcp-server-read-file

resume-mcp-server

by mnoomnoo

MCP server for browsing and searching your local resume and job application documents

mnoomnoo/resume-mcp-server

mcp_servers

by qiuyanzhao

提供A股行情数据服务，支持获取实时行情、K线数据、股票列表、搜索、市场指数和热门股票等功能。

QiuYanzhao/mcp_servers

mikage-collector

by koga-infrabbit

koga-infrabbit/mikage-collector

SAP Integration Content MCP

by paulocalazans

Enables managing SAP Cloud Integration iFlows, packages, configurations, deployments, and runtime artifacts via natural language through the OData API.

PauloCalazans/mcp-ci-python

Marrow

by desikai-lab

Marrow is a persistent multi-project memory backend that provides AI agents with MCP tools for semantic code navigation, task backlog management, and versioned artifact storage. It enables seamless, token-optimized context sharing and asynchronous handoffs between different AI models working on the same codebase.

desikai-lab/Marrow

m365-helping-agent

by vishnukarthikr

Enables managing car repair records through MCP tools, with OAuth authentication via Microsoft Entra ID.

vishnukarthikr/m365-helping-agent

mcp_service

by sachin-0001

Sachin-0001/mcp_service

MCP Chat

by gheart01

Enables interactive AI chat with document retrieval and command-based tool integrations via the Model Control Protocol.

GHeart01/MCP-AI-DEMO

broca-machina

by codyslater

Gives any text-based AI a voice and ears inside a Discord voice channel by transcribing speech, relaying to an LLM/agent, and speaking replies back.

codyslater/broca-machina

Facebook MCP Server

by hoangvantuan

Enables AI agents to automate Facebook Page management including posting, commenting, and analytics via the Facebook Graph API.

hoangvantuan/fb_page_mcp

Gemini Embedding 2 MCP Server

by alaeddinemessadi

A multimodal local memory MCP server that lets AI agents search across text, PDFs, images, audio, and video using Gemini Embedding 2 and a local ChromaDB.

AlaeddineMessadi/gemini-embedding-2-mcp-server

Systembolaget API MCP Server

by eoset

Enables searching and listing products from Systembolaget (Swedish liquor store) with configurable launch date range and optional query parameters.

eoset/bolki-mcp