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.
run-llama
A MCP server connecting to managed indexes on LlamaCloud
rashidazarang
Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP)
CircleCI-Public
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure and the Model Context Protocol, enabling enhanced AI-powered development experien
PatrickPalmer
Model Context Protocol (MCP) server implementation for Autodesk Maya
qpd-v
Enhanced MCP server for deep web research
AsyncFuncAI
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API.
X3r0K
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite, providing programmatic access to Burp's core functionalities.
KorigamiK
A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.
seekrays
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.
lpigeon
The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
JasonBoy
Cli & MCP server for msw (Mock Service Worker) for AI Agents with dynamic mocking
yywz1999
niklauslee
groovyBugify
A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.
shannonlal
MCP Server for running Postman Collections with Newman
kakimochi
keboola
Model Context Protocol (MCP) Server for the Keboola Platform
zhsama
rust-mcp-stack
A command-line tool written in Rust for discovering and documenting MCP Server capabilities.
ricocf
A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.
akalaric
A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.
omerbsezer
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
keboola
Model Context Protocol (MCP) Server for the Keboola Platform
djyde
A browser extension and MCP server that allows you to interact with the browser you are using.
pierrebrunelle
Query OpenAI models directly from Claude using MCP protocol.
terhechte
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.
wise-vision
Advanced MCP Server ROS 2 bridging AI agents straight into robotics
mahdin75
A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API
DTDucas
chm to markdown and vectorDB
MDalamin5
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.
spences10
🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.
tadasant
MCP Server integrating MCP Clients with Stability AI-powered image manipulation functionalities: generate, edit, upscale, and more.
YuChenSSR
council of models for decision
thuanpham582002
MCP server for control Tabby terminal
baryhuang
A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop.
mberg
Kokoro Text to Speech (TTS) MCP Server
8enSmith
A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.
feuerdev
MCP server for Google Keep
vantage-sh
MCP Server to fetch costs and usage data from your Vantage account.
ckanthony
Enable MCP features for any Gin API with a line of code
Cognitive-Stack
MCPHub is an embeddable Model Context Protocol (MCP) solution for AI services. Seamlessly integrate MCP servers with OpenAI Agents, LangChain, and Autogen frameworks through a unified interface. Simplifies configuration, setup, and management of MCP tools across different AI appl
linux-china
Model Context Protocol (MCP) CLI server template for Rust
vinayak-mehta
MCP server for browser-use
jhgaylor
A Model Context Protocol (MCP) server library that gives LLMs access to information about a candidate.
gabrielfroes
Modelo de Servidor MCP baseado na documentação oficial
CamdenClark
A model context protocol server that connects to Anki through AnkiConnect
b1ff
MCP servers for the Atlassian products (Bitbucket, Confluence, JIRA) of the Data Center version
danishjsheikh
mcp server which will dynamically define tools based on swagger
r0ysue
r0idamcp is a SSE protocal MCP server IDA pro plugin designed for automatic reverse engineering with LLM assistant
yuna0x0
AniList MCP server for accessing anime and manga data
aurda012
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.
debugg-ai
Zero-Config, Fully AI-Managed End-to-End Testing for all code gen platforms.
adelinamart
Shared memory across your team and your AI agents — with judgment.
bankless
Bringing the bankless onchain API to MCP
sammcj
An MCP server that provides LLMs access to other LLMs
AiondaDotCom
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
heroku
Heroku Platform MCP Server using the Heroku CLI
hannesrudolph
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and at
smileFAace
A MCP server for automatically create, view and modify Excel related file using LLM
Vortiago
A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK.
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.