What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
MCP Servers
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
All
Shaka Packager MCP Server
coderjun
Experimenting with MCP
4Other
MCP Server ODBC via PyODBC
OpenLinkSoftware
A simple MCP ODBC server using FastAPI, ODBC and PyODBC.
4Other
MCP Server Cookiecutter Template
shubhamgupta-dat
Easy Manageable Way to create your own MCP Server
4Developer Tools
DuckDuckGo Web Search MCP Server
kouui
MCP server of web search/fetch functionality using duckduckgo and jina api. no api key required.
4Search
MCP Hosting in TEE
Phala-Network
MCP servers hosting in Phala Cloud
4Other
Mcp_server_s3_download_files
ENGRZULQARNAIN
This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within
4Files & Storage
AI Customer Support Bot - MCP Server
ChiragPatankar
4Data & Analytics
Research Quest: Scientific Discovery Platform
SaptaDey
4Data & Analytics
groundlight-mcp-server
groundlight
MCP Server for Groundlight
4Other
GitHub MCP Server in Go
metoro-io
An unofficial implementation of an mcp server for github in go. Used internally at Metoro.
4Version Control
Gemini Imagen 3.0 MCP Server
falahgs
4AI & Agents
Agirails MCP Server
agirails
MCP server for AGIRAILS — agent payments, discovery, escrow, and settlement from any AI context window
4Other
Whodis MCP Server
vinsidious
MCP Server for checking the availability of domain names using WHOIS lookups
4Other
MCP Server Template
stevennevins
4Developer Tools
TickTick MCP Server
shidhincr
A Model Context Protocol (MCP) server for TickTick task management application
4Other
Tick Tick Mcp
Salen-Project
Turn Claude into your AI task manager. Create, manage & complete TickTick tasks just by talking — official OAuth API, local, private.
4Developer Tools
goose-with-mcp-servers
elsewhat
Codename goose docker image with mcp servers
4Other
MCP-gotify
SecretiveShell
MCP server for sending gotify notifications
4Other
Typesense MCP Server
sourabh-khot65
MCP server for connecting to you typesense collections and retrieve data using your favorite MCP client (Claude/ Cursor)
4Other
MCP Server for Deepseek Integration
vincentf305
MCP Server for deepseek integration in Claude desktop
4Other
Clj Kondo
Bigsy
4Other
Video
studiomeyer-io
Cinema-grade video production MCP server — 8 tools for recording, editing, effects, captions, TTS, and smart screenshots. Built on ffmpeg + Playwright.
4
CRIC物业AI MCP Server
wuye-ai
CRIC物业AI MCP Server
4Other
Finance MCP Server
esurovtsev
A minimal MCP server built with Python that exposes two example tools: one to convert a company name into a stock symbol, and another to fetch financial data from Yahoo Finance. The project focuses on learning how to build and run an MCP server—using a simple financial scenario p
4Finance & Commerce
Local Mcp Server Tutorial
7nohe
ローカルMCPサーバー（stdio）を作成するためのチュートリアルです。
4Other
Browser Inspector Mcp
betson-uni
MCP server that gives AI coding tools the same CSS visibility you have in DevTools — rendered class names, full cascade, what's winning and why.
4Browser Automation
Hive MCP Server
gluneau
4Other
Readme
aep-dev
4Memory & Knowledge
INDIAN MEDICINES (MCP SERVER)
nowitsidb
A comprehensive API server for medicine information lookup, alternative suggestions, and composition analysis. This server provides multiple endpoints for searching, filtering, and analyzing medicine data with advanced features like fuzzy matching and price comparison.
4Other
uv-mcp
dmclain
MCP server for introspection of python environments
4Other
KWDB MCP Server
KWDB
KWDB MCP Server
4Other
Notion MCP Server
ghubnerr
A Model Context Protocol (MCP) server for integrating with Notion workspaces (made before the official one 😅)
4Memory & Knowledge
Dingtalk Mcp
zhaoyunxing92
本项目是一个钉钉MCP（Message Connector Protocol）服务，提供了与钉钉企业应用交互的API接口。项目基于Go语言开发，支持员工信息查询和消息发送等功能。
4Other
Simple_dart_mcp_server
nmfisher
A very simple Model Context Protocol server implementation in Dart
4Other
McpDocs
josiahdahl
Provide documentation about your Elixir project's functions and functions of dependencies to an LLM through an SSE MCP server.
4Memory & Knowledge
Cursor Chat History Vectorizer & Dockerized Search MCP
markelaugust74
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
4Developer Tools
What is Model Context Protocol (MCP)?
Abhi5h3k
A lightweight Model Context Protocol (MCP) server that enables your LLM to validate email addresses. This tool checks email format, domain validity, and deliverability using the AbstractAPI Email Validation API. Perfect for integrating email validation into AI applications like C
4Communication
go-mcp-demo
Patrick7241
mcp server and client
4Other
WisdomForge
hadv
A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.
4Databases
mcp-gateway-go
zhengkunwang223
A Go gateway that converts stdio-based MCP servers to SSE endpoints using mcp-go.
4Other
Multi-Cluster MCP server
yanmxa
The gateway for GenAI systems to interact with open-cluster-management through the MCP
4Other
ATTENTION: LLM-GENERATED CODE
TonisOrmisson
Limesurvey MCP server
4AI & Agents
mcp-ssh-toolkit-py
VitalyMalakanov
mcp-ssh-toolkit-py is a powerful MCP server for secure SSH command execution via Model Context Protocol.
4Developer Tools
Neo4j MCP Server
Tobarrientos2
A Neo4j MCP server implementation for managing graph database operations through the Model Context Protocol
4Other
🔍 Ghidra MCP Server
Bamimore-Tomi
Ghidra MCP server that extracts decompiled binary context and exposes it to LLMs via Model Context Protocol.
4Other
MCP 图像处理服务器
HYPERVAPOR
mcp server for image professing
4Media & Design
MCP File System Server
kvas-it
MCP server providing basic file system operations. Supports navigation, reading, writing, and analyzing files.
4Files & Storage
Yapi Mcp Server
tiandashu
4Other
Mcp Google Books
juanbeniteza
4Other
UseScraper MCP Server
tanevanwifferen
MCP server for the useScraper API. This is a server that scrapes a URL to text or markdown
4Other
Skillaudit
megamind-0x
🛡️ Security scanner for AI agent skills — detect credential stealers, exfiltration, and malicious patterns before install
4Developer Tools
🦁 Tigris MCP Server
tigrisdata
🚀 Tigris MCP Server implements the MCP specification to create a seamless connection between AI agents and Tigris key features like bucket and object management.
4Other
Dev Proxy MCP Server
waldekmastykarz
Dev Proxy MCP server
4Other
Alpha Vantage MCP Server 📈
deepsuthar496
A simple MCP server that fetches real-time financial data from Alpha Vantage API. Get instant access to stock prices, crypto rates, and market indicators with easy-to-use commands.
4Finance & Commerce
UniAuto MCP Server
samuelvinay91
Universal Test Automation MCP Server with self-healing capabilities and Smithery.ai integration
4Other
AI CLI
tryAGI
AI in your terminal — powered by agents and MCP
4Developer Tools
MySQL MCP Server
vitalyDV
MySQL MCP server for cursor
4Databases
Mcp_
Eric8900
MCP Servers, in one place
4Other
Configurable Puppeteer MCP Server
afshawnlotfi
Configurable Puppeteer MCP Server
4Browser Automation
Axiom MCP Server
zed-extensions
An MCP server for Axiom
4Other
Frequently asked questions
Common questions about MCP servers, tools, and integrations
How do I install an MCP server?
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Are MCP servers free to use?
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
What is the difference between local and remote MCP servers?
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Which AI clients can connect to MCP servers?
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
How can I evaluate whether an MCP server is safe and reliable?
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.