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
decoupler-MCP
scmcphub
MCP server for biological activities analysis using decoupler
4Other
MCP Server My Lark Doc
T0UGH
4Communication
Typesense MCP Server
sourabh-khot65
MCP server for connecting to you typesense collections and retrieve data using your favorite MCP client (Claude/ Cursor)
4Other
Tribal - Knowledge Service
agentience
4Memory & Knowledge
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
YouTube Insights MCP Server
dabidstudio
4Media & Design
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
uv-mcp
dmclain
MCP server for introspection of python environments
4Other
KWDB MCP Server
KWDB
KWDB MCP Server
4Other
MCP Ruby Server Skeleton
bash0C7
Experimental Ruby implementation of Model Context Protocol (MCP) - A starter server framework for trying out LLM integrations
4Developer Tools
🔍 Ghidra MCP Server
Bamimore-Tomi
Ghidra MCP server that extracts decompiled binary context and exposes it to LLMs via Model Context Protocol.
4Other
go-mcp-demo
Patrick7241
mcp server and client
4Other
4o-image MCP Server
Antipas
An MCP server implementation that integrates with 4o-image API, enabling LLMs and other AI systems to generate and edit images through a standardized protocol. Create high-quality art, 3D characters, and custom images using simple text prompts.
4Media & Design
Cursor Chat History Vectorizer & Dockerized Search MCP
markelaugust74
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
4Developer Tools
MCP Host Client Server SSE
HanShan006
手搓MCP样例，使用SSE模式，访问本地数据。从Hosts到server全部代码演示。
4Other
AGE-MCP-Server
rioriost
Apache AGE MCP Server
4Other
MCP Server Template
stevennevins
4Developer Tools
Covid Mcp Server
aarushkx
MCP server for fetching real-time COVID-19 data by country
4Other
ATTENTION: LLM-GENERATED CODE
TonisOrmisson
Limesurvey MCP server
4AI & Agents
Agirails MCP Server
agirails
MCP server for AGIRAILS — agent payments, discovery, escrow, and settlement from any AI context window
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
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
Gsearch Free Google Search Mcp
daanielcruz
Free Google Search Grounding MCP
4Search
Google Search Console Mcp Server
AppsYogi-com
Google Search Console MCP Server - Connect Google Search Console to Claude, Cursor, and other MCP clients.
4Search
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
UseScraper MCP Server
tanevanwifferen
MCP server for the useScraper API. This is a server that scrapes a URL to text or markdown
4Other
🦁 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
MCP File System Server
kvas-it
MCP server providing basic file system operations. Supports navigation, reading, writing, and analyzing files.
4Files & Storage
Dev Proxy MCP Server
waldekmastykarz
Dev Proxy MCP server
4Other
Axiom MCP Server
zed-extensions
An MCP server for Axiom
4Other
LeetCode Crawler
louisfghbvc
mcp server for craw the interview questions in discussion
4Browser Automation
BambooHR MCP
encoreshao
A Model Context Protocol (MCP) library for BambooHR, built with Node.js and TypeScript.
4Other
Mcp Google Books
juanbeniteza
4Other
Yapi Mcp Server
tiandashu
4Other
vsc-mcp - VSCode MCP Server
0xh3x
MCP server for interacting with VSCode and forks (Cursor, Windsurf and others)
4Developer Tools
Gemini Data Analysis & Research MCP Server
falahgs
4Data & Analytics
MCP Analytics Middleware
Phillip-Kemper
A lightweight TypeScript middleware for MCP SDK servers that delivers analytics. Captures request metrics, performance data, and usage patterns with minimal overhead. Features real-time monitoring, configurable data collection, and detailed reporting - all with full type safety.
4Data & Analytics
Contentrain
Contentrain
Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.
4Developer Tools
Together AI Image Server
zym9863
The server acts as a bridge between MCP-compatible assistants and Together AI's image generation capabilities.
4Media & Design
Notion MCP Server
Akira-Papa
Notion MCPでブロックやトグルなどしようできるようにしたサーバー
4Memory & Knowledge
Videoindexer Mcp
benbakhar
MCP server for using the Azure AI Video Indexer API
4Other
Miklat MCP
danielrosehill
MCP to enable AI agents to guide users towards miklatim tziburim (public shelters) in Israel
4Other
OpenAPI to MCP Server Converter
zxypro1
A tool for automatically converting OpenAPI into Model Context Protocol (MCP) Server instance
4Other
Simple_dart_mcp_server
nmfisher
A very simple Model Context Protocol server implementation in Dart
4Other
Neo N3 MCP Server
r3e-network
An MCP server for interacting with the Neo N3 blockchain.
4Other
MCP Server Cookiecutter Template
shubhamgupta-dat
Easy Manageable Way to create your own MCP Server
4Developer Tools
Mcp Speak
fellowgeek
Speak MCP Server for MacOS
4Productivity
Polygon MCP Server
Dbillionaer
Polygon blockchain MCP server for interacting with Polygon network
4Other
MySQL MCP Server
kaulvimal
MCP Server for MySQL
4Databases
SQL Server Express MCP Server
hanweg
MCP server for interacting with SQLExpress
4Developer Tools
UK Parliament - Open Data - Model Context Protocol Server
chrisbrooksbank-parliament
parliament open data MCP server. (This repository is no longer actively maintained. Development continued in a fork which contains major improvements and ongoing updates: )
4Data & Analytics
🦙 ollama-mcpo-adapter
tappi287
Adapter to expose MCPO, the MCP-to-OpenAPI proxy server, tools in Ollama-compatible format
4AI & Agents
tagesschau-mcp-server
a2xdeveloper
It's an MCP server for tagesschau.de
4Other
Mcp Server S3
ofershap
MCP server for AWS S3 — list buckets, browse objects, upload/download, presigned URLs
4Files & Storage
Shaka Packager MCP Server
coderjun
Experimenting with MCP
4Other
Curl MCP Server
neeraj15022001
cURL MCP Server
4Other
自在招聘 MCP Server
zaiwork
自在招聘 MCP Server
4Other
Ghibli Mcp Video Server
MichaelYangjson
4Media & Design
Research Quest: Scientific Discovery Platform
SaptaDey
4Data & Analytics
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.