The MCP Trust Index.

Orbit-MCP

by wirasm

A meta-orchestrator for AI toolchains, enabling discovery, authentication, and unified access to 147+ MCP servers through a central gateway.

Wirasm/orbit-mcp

OpenGrok AOSP MCP

by barryhsia

Enables intelligent code navigation and analysis for AOSP development using OpenGrok, with 18 tools for searching definitions, references, AIDL, Binder, system services, and more.

BarryHsia/opengrok-aosp-mcp

Functional Requirements MCP Server

by xtr161

Enables developers to generate structured software documentation including user stories, requirements, technical specifications, and more using AI-powered prompts via the MCP protocol.

xTr161/TechnicalDocsMCP

mcp-everything

by wellix260

A single Python package that bundles 18 plug-and-play MCP servers for Claude, allowing users to access Hacker News, Wikipedia, weather, GitHub, and many other services directly from conversations.

Wellix260/mcp-everything

anki-mcp

by solidspoon

Enables intelligent Anki vocabulary management with automatic TTS audio generation, batch card creation, and advanced search and analysis.

solidSpoon/anki-mcp

chatgpt-jules-mcp

by danissimode

Secure MCP server allowing ChatGPT to manage Google Jules sessions through OpenAI Secure MCP Tunnel.

Danissimode/CatGPT_mcp_to_jules

PDF Processor Server

by gabrielmrojas

An MCP server for PDF utilities including text extraction, metadata, merge/split/rotate, and PDF-to-image conversion.

gabrielmrojas/pdf_mcp_server

confluence-mini-mcp

by bonkey

Lightweight MCP server that crawls Confluence subtrees and serves cached Markdown, enabling search and retrieval of Confluence pages via MCP tools.

bonkey/confluence-mini-mcp

CalibreMCP

by sandraschi

Bridges your Calibre e-book library with AI assistants via the Model Context Protocol, enabling natural-language library management, semantic search, RAG, and agentic workflows.

sandraschi/calibremcp

strands-hub-mcp

by labeveryday

MCP server to manage agents, prompts, sessions, and metrics using strands-hub data stored in S3. Provides tools for listing agents, creating prompt versions, and querying run metrics.

labeveryday/strands-hub-mcp

GitHub Analyzer Pro MCP Server

by iamthite

A production-ready server featuring over 28 tools for comprehensive GitHub analysis, including repository metadata, issue tracking, and workflow monitoring. It enables users to search repositories, analyze contributor activity, and inspect codebase health through natural language.

iamthite/GitHub-Analyzer-MCP-Server

Simple Name Time MCP Server

by monish0017

A minimal MCP server that returns the current local server time for a given name and a lucky number.

Monish0017/MCP-Server

VayuChat MCP

by nipunbatra

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

nipunbatra/vayuchat-mcp

db-memory

by ak1ena

A vector-DB MCP server that gives Claude conversational memory by storing solved problems and solutions as vectors and retrieving relevant ones when a new request resembles a past solution.

Ak1Ena/vector-db-mcp

spotify-mcp-server

by freddy24-7

Exposes Spotify controls as MCP tools for playback, playlist management, and AI playlist generation; includes a web app and supports multi-user profiles.

freddy24-7/MCP-Spotify

PostgreSQL Full Access MCP Server

by syahiidkamil

Full access postgres mcp server

syahiidkamil/mcp-postgres-full-access

Pulumi MCP Server

by venelinmartinov

Enables AI assistants to manage cloud infrastructure using Pulumi by running commands like preview, deploy, and stack output retrieval through the Model Context Protocol.

VenelinMartinov/mcp-server

Business MCP Server

by bke1302

Enables AI to query a business database for customers, orders, and revenue using natural language through safe, well-defined tools.

bke1302/business-mcp-server

atproto-mcp

by ashex

MCP server providing a searchable knowledge base for the AT Protocol ecosystem, including protocol docs, lexicons, Bluesky API docs, and cookbook examples.

Ashex/atproto-mcp

reflect-mcp

by adstastic

Enables AI assistants to create notes, save links, append to daily notes, and manage knowledge graphs in Reflect via the Reflect Notes API, with OAuth2 authentication and token management.

adstastic/reflect-mcp

sverklo

by sverklo

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.

sverklo/sverklo

Documentation MCP Server

by johnmathews

Enables AI agents to search and query documentation from git repositories using hybrid search and structured metadata queries.

johnmathews/unified-documentation-server

MyDocsMCP

by edwardmaster7

MCP server that enables semantic search over local PDF collections using local RAG, with automatic indexing of new documents.

Edwardmaster7/MyDocsMCP

Food Facts MCP Server

by razvannicolae

Provides AI assistants with real-time access to nutrition data from USDA FoodData Central and FatSecret, enabling accurate answers with citations for nutrition queries.

razvannicolae/Food-Facts-MCP

Djelia MCP Server

by djelia-org

An MCP server for Djelia that brings Bambara transcription, translation, and text-to-speech to any LLM.

djelia-org/djelia-mcp-server

FastMCP Example Server

by sharon-nasimiyu

Educational example of an MCP server built with FastMCP, demonstrating how to expose tools, resources, and prompts for AI clients.

sharon-nasimiyu/MCP

Indodax MCP Server

by adhinugroho1711

Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents to manage cryptocurrency trading and account information. It supports tasks like checking market prices, viewing account balances, and executing or canceling buy and sell orders.

adhinugroho1711/mcp-indodax

Matryoshka

by yogthos

MCP server for token-efficient large document analysis via the use of REPL state

yogthos/Matryoshka

graphdb

by samagra001

Indexes Ruby on Rails codebases into a queryable graph of associations, routes, callbacks, jobs, and mailers, providing a token-efficient alternative to grep for navigating Rails code via Claude Code.

Samagra001/claude-code-graphdb

Plausible Model Context Protocol Server

by avimbu

A MCP Server for the Plausible API

AVIMBU/plausible-mcp-server

3dspace-mcp-server

by pgupta1795

Converts OpenAPI specifications into MCP tools to access 3DSpace Engineering Web Services APIs, enabling natural language interaction with 45+ services for engineering, manufacturing, and project management.

pgupta1795/3dspace-mcp-server

Code Execution MCP

by marc-shade

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

marc-shade/code-execution-mcp

MCP Live Showcase

by jagrajsingh86

Two MCP servers for a live demo: a clinical server for patient lookup, labs, and drug safety checks, and a data explorer server for querying a sales database.

jagrajsingh86/mcp_demo

MCP FastAPI Tutorial Server

by muhammadishaqskd

A basic MCP server demonstrating tool registration and SSE transport, enabling AI clients to call greeting, arithmetic, and time tools.

MuhammadIshaqSkd/mcp-fastapi-tutorial

ai-debate

by taeheelim

Enables Claude Code to debate with Gemini on a given topic by managing conversation history and assigning personas, allowing users to watch AI agents argue.

TaeheeLim/gemini-claude-mcp

mcp-google-workspace

by guinacio

MCP server integrating multiple Google Workspace services including Gmail, Calendar, Drive, Sheets, Docs, Tasks, People, Forms, and Slides, enabling users to manage emails, events, files, documents, and more through natural language.

guinacio/mcp-google-workspace

Warteg Online MCP Server

by andhikapraa

Enables AI assistants to manage Warteg Online meal delivery subscriptions through natural language, including viewing schedules, skipping deliveries, rescheduling meals, updating addresses, and managing dietary restrictions.

andhikapraa/wartegonline-mcp

MCP Web Search

by jsitla

Provides 19 tools for web search, content fetching, and extraction, including DuckDuckGo search, YouTube transcripts, and webpage screenshots.

jsitla/MCP-Web-Search

MRP Calculator

by brandon-butterwick

Enables supply chain managers to perform Material Requirements Planning calculations by determining optimal order quantities based on inventory data, forecasts, and delivery schedules.

brandon-butterwick/mrp_calculation

Memory MCP

by akbarikishan

An advanced cognitive memory agent for AI chatbots that provides long-term, autonomous memory using a four-agent system for monitoring, extraction, reconciliation, and consolidation.

AkbariKishan/memory_MCP

Teams MCP

by ritchy-eu

Enables AI assistants to interact with Microsoft Teams, users, and organizational data via Microsoft Graph APIs, including sending messages, managing chats and channels, and searching messages.

Ritchy-EU/teams-mcp

ADO Instructions MCP Server

by arroz4

Converts meeting transcripts, text inputs, and images into structured Azure DevOps work items using Azure OpenAI for advanced image analysis.

arroz4/ado-instruction-mcp-server

Alpaca MCP Split

by schmoll86

Splits the Alpaca trading MCP server into two smaller servers (data and orders) to bypass Claude's tool limit, providing access to all 39 tools for account queries, market data, and order execution.

Schmoll86/alpaca-mcp-split

idm-mcp

by 2000teddy

Enables monitoring and control of IDM Navigator 2.0 heat pumps via Modbus TCP.

2000teddy/idm-mcp

MCP Server for apple calendar

by allenyzh

A simple mcp-server to add calendar events

Allenyzh/mcp-server-apple-calendar

AMEVA MCP Toolkit

by uno-km

A Model Context Protocol server integrating developer tools including Git control, document conversion, remote SSH execution, database operations, and utilities for automation and development productivity.

uno-km/MCP-Utils-Toolkit

evidence-mcp

by jaho5

Enables AI assistants to create Evidence reports and dashboards by providing tools to query database schema, read documentation, edit pages, and debug code.

jaho5/evidence-mcp

Mouser Electronics MCP Server

by nickweedon

A Model Context Protocol (MCP) server for the Mouser Electronics API. Enables searching electronic components, managing shopping carts, and tracking orders directly through Claude or other MCP clients.

nickweedon/mouser-mcp-docker

sqlserver-mcp

by moigomes

Enables secure interaction with Microsoft SQL Server databases, allowing schema exploration, metadata retrieval, and read-only query execution through natural language.

moigomes/sqlserver-mcp

JSON MCP

by vadimnastoyashchy

JSON MCP Server

VadimNastoyashchy/json-mcp