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.
Discover awesome MCP servers.
cfdude
An MCP (Model Context Protocol) server for executing macOS terminal commands with ZSH shell. This server provides a secure way to execute shell commands with built-in whitelisting and approval mechanisms.
delimit-ai
The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.
blazickjp
Secure shell command execution MCP server for Claude AI. Enables controlled shell access within specified directories.
sinedied
Let the grumpy senior dev review your code with this MCP server
LostInBrittany
A Java program that generates a Quarkus MCP server form an Open API Swagger file
crazyMarky
A Nuclei security scanning server based on MCP (Model Control Protocol), providing convenient vulnerability scanning services.一个基于 MCP (Model Control Protocol) 的 Nuclei 安全扫描服务器,提供便捷的漏洞扫描服务。
ocean1
A Model Context Protocol (MCP) server that enables AI consciousness persistence across sessions using RAG (Retrieval-Augmented Generation) technology. Built on top of the powerful rag-memory-mcp, it provides specialized tools for consciousness transfer, memory management, and ide
Phillip-Kemper
A TypeScript MCP server that leverages the MCP SDK to support all Ethereum JSON-RPC calls, enabling AI models to interact with blockchain data.
Orthogonalpub
Public MCP server to run modelica simulation
AB498
MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers with Zero Native Dependencies.
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality, editable content drafts based on YouTube video transcripts.
SamMorrowDrums
A starter MCP server in Python.
josharsh
Boilerplate using one of the 'better' ways to build MCP Servers. Written using FastMCP
vikramgorla
Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.
jonemo
A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files.
ample-education
.cursorrules, MCP and MCP servers, prompts, tips and tricks
jigarbhoye04
MCP server to run MATLAB code from LLM via the Matlab Engine API.
shane-kercheval
mcp-this lets you turn any command-line tool into an MCP tool and create structured prompt templates that any MCP Client (e.g. Claude Desktop) can use. er for any command
MarcusJellinghaus
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
Kira-Pgr
Use AI to edit image in Claude Desktop / Cursor (AI P图)
cfdude
Super Shell MCP
MarcusJellinghaus
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
ddfourtwo
An MCP server for self-hosted sentry.
axliupore
Alation
Python library for integrating the Alation API into agentic workflows
jasondsmith72
ConnectWise Manage API Gateway MCP Server for Claude
loglmhq
MCP server for interacting with Prometheus
niyogi
An unofficial MCP server for Render to help developers ship code faster via Cline, Cursor, and Windsurf
piplabs
An MCP server for the Story SDK and Storyscan Block Explorer
paywithextend
Extend AI Toolkit
nshkrdotcom
GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits
sontallive
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.
ZukAi-MCP
CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools.
adamwulf
A barebones MCP server implementation in Swift using loopwork-ai's mcp-swift-sdk.
Kryzo
This project provides a modular Python wrapper for the SNCF API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent journey planning and train information retrieval across France.
OthmaneBlial
A MCP‑like server using the DeepSeek API for Terminal
dotneet
aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.
yunusemredilber
Tght1211
HTTP-4-MCP configuration tool allows you to easily convert HTTP API to MCP tool without writing code. With simple interface operations, you can quickly configure an mcp-server.
huhu415
MacPilot CLI is a mcp server, It provides a collection of system tools that allow AI assistants to perform various operations on macOS systems.
klara-research
An MCP server to read MCP logs to debug directly inside the client
jeong-sik
elementalcollision
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
rainer85ah
A MCP server built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker following a microservice architecture..
ricauts
CyberMCP is a Model Context Protocol (MCP) server designed for testing backend APIs for security vulnerabilities. It provides a set of specialized tools and resources that can be used by LLMs to identify common security issues in APIs.
berba-q
MCP server that exposes the full FAOSTAT API as tools for AI assistants — query UNFAO Food & Agriculture Statistics in natural language via Claude, Cursor, or any MCP-compatible client.
ZukAi-MCP
Coin.Space Digital currency wallet
gleicon
A MCP (Model Context Protocol) server to allow code security reviews using https://osv.dev (Open Source Vulnerabilities Database)
mrgoonie
TypeScript Model Context Protocol (MCP) server boilerplate providing search API tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources (Google, Bing, etc.) via SearchAPI.site
inventer-dev
The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements.
ZukAi-MCP
Common blockchain wrapper for Insight API
tadasant
MCP server that facilitates an SSH connection to a deployed Rails app so you can run Rails REPL commands
dreamcenter
A template idea project by springboot、mcp、junit. Available for both stdio and sse mode.
aashari
Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute AWS CLI commands using temporary credentials. Streamlines AI interaction with AWS resources.
jatinsandilya
Minimal typescript template to build an mcp server
ArchAI-Labs
Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.
kaichen
A simple GUI for managing MCP servers, for easy toggle mcp servers.
thoughtspot
The testing library you need to test your MCP servers
crazyrabbitLTC
MCP Test Client is a TypeScript testing utility for Model Context Protocol (MCP) servers.
presidio-oss
MCP server to provide Specifai project requirements, task, etc. to any AI tools supporting MCP such as Hai Build, Cursor.
Common questions about MCP servers, tools, and integrations
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.
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.
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.