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.
jguimera
MCP Server that integrates with Security Copilot, Sentinel and other tools (in the future). It enhance the process of developing , testing and uploading Security Copilot artifacts.
ntk148v
A Model Context Protocol (MCP) server that enables AI assistants to integreate with Prometheus Alertmanager
x51xxx
IlyesTal
Turn any data source into an MCP server in 5 minutes. Build AI-agents-ready knowledge bases.
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.
kapilduraphe
Okta MCP Server
Zelaron
MCP server enabling AI assistants to execute terminal commands through a secure shell interface
MCP-100
A Model Context Protocol server for retrieving and analyzing issues from Sentry.io
explorium-ai
Explorium B2B Data - MCP Server
lobehub
A simple Hello World MCP server for CI/CD test
MajorTal
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static sites. Pay with x402 USDC on Base. No signups.
codingthefuturewithai
A cookiecutter template for creating MCP (Model Control Protocol) servers
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.
blazickjp
Secure shell command execution MCP server for Claude AI. Enables controlled shell access within specified directories.
delimit-ai
The merge gate for AI-written code, with signed, replayable attestation. Works across Claude Code, Codex, Cursor, and Gemini CLI.
LostInBrittany
A Java program that generates a Quarkus MCP server form an Open API Swagger file
sinedied
Let the grumpy senior dev review your code with this MCP server
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。
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.
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
josharsh
Boilerplate using one of the 'better' ways to build MCP Servers. Written using FastMCP
SamMorrowDrums
A starter MCP server in Python.
jigarbhoye04
MCP server to run MATLAB code from LLM via the Matlab Engine API.
vikramgorla
Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.
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.
jasondsmith72
ConnectWise Manage API Gateway MCP Server for Claude
ddfourtwo
An MCP server for self-hosted sentry.
Kira-Pgr
Use AI to edit image in Claude Desktop / Cursor (AI P图)
Alation
Python library for integrating the Alation API into agentic workflows
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.
axliupore
cfdude
Super Shell MCP
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
adamwulf
A barebones MCP server implementation in Swift using loopwork-ai's mcp-swift-sdk.
paywithextend
Extend AI Toolkit
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.
piplabs
An MCP server for the Story SDK and Storyscan Block Explorer
ZukAi-MCP
CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools.
nshkrdotcom
GUARDRAIL - MCP Security - Gateway for Unified Access, Resource Delegation, and Risk-Attenuating Information Limits
loglmhq
MCP server for interacting with Prometheus
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.
niyogi
An unofficial MCP server for Render to help developers ship code faster via Cline, Cursor, and Windsurf
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.
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.
jeong-sik
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.
klara-research
An MCP server to read MCP logs to debug directly inside the client
yunusemredilber
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.
elementalcollision
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
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.
rainer85ah
A MCP server built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker following a microservice architecture..
gleicon
A MCP (Model Context Protocol) server to allow code security reviews using https://osv.dev (Open Source Vulnerabilities Database)
ZukAi-MCP
Coin.Space Digital currency wallet
ArchAI-Labs
Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.
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.
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.
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.
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.