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.
Azure-Samples
Sample to create an AI Agent using OpenAI models with any MCP server running on Azure Container Apps
arjunprabhulal
Build AI Agent using Google ADK , MCP and Gemma 3 model
junfanz1
This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independent
pratikjadhav2726
Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.
syedazharmbnr1
MCP Server implementation for Claude
Sethuram2003
Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub, AI images) while keeping data private. Modular Python servers for on-prem AI. #LocalAI #MCP #Ollama
AuraFriday
Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server
alexandephilia
Electron-based desktop applications for various AI chat platforms.
alexandephilia
Electron-based desktop applications for various AI chat platforms.
GuiBibeau
Building MCP Servers with Google Gemini
hideya
MCP to LangChain Tools Conversion Utility / TypeScript
siva010928
Google Chat MCP server that lets AI assistants like Claude and Cursor participate directly in team conversations - search messages, help teammates, share files, and coordinate across chat platforms.
Rayato159
A Rust + MCP powered financial tracker that knows exactly where your money ghosted you.
cyanheads
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.
tgeselle
A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag.
longcw
LiveKit Agent integrated with MCP server of Home Assistant
regismesquita
A2A MCP Server is a lightweight Python bridge that lets Claude Desktop or any MCP client talk to A2A agents. It provides three tools: register servers, list agents, and call an agent, enabling quick integration of A2A-compatible agents with zero boilerplate for rapid prototyping.
chy168
0xGval
X Tools for Claude MCP: A lightweight toolkit enabling Claude to search Twitter with natural language and display results based on user intent. Get raw tweet data or AI analysis—your choice. Supports advanced Twitter search operators with filters for users, dates, and engagement
grupa-ai
MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in
geniusgeek
MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in
Wolfe-Jam
Persistent Project Context for Claude — IANA-registered .faf format · 32 tools + 1 prompt · MCP Registry #2759
proerror77
XHS MCP Agent - A MCP server implementation
oaslananka
AI-ready MCP server for KiCad: automate schematic, PCB, ERC/DRC, DFM, BOM and manufacturing review from Claude, Cursor, Copilot and other AI agents.
billster45
MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management
p2c2e
Example for exposing MCP servers to Pydantic Agents
frostdev-ops
> Gemini Rust Suite 🦀: A powerful, modular Rust toolkit for interacting with Google Gemini. Features a feature-rich CLI, persistent semantic memory (LanceDB), and extensible tool integration via the Model Context Protocol (MCP).
Wolfe-Jam
Persistent Project Context for xAI Grok — IANA-registered .faf format · MCP server on a URL
cdpath
Cognitive-Stack
A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.
Garblesnarff
A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Google's Gemini AI - featuring 7 tools with Smart Tool Intelligence that learns from your usage patterns
Cam10001110101
MatthewPDingle
An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems.
anthony-chaudhary
Catch your AI agents when they lie about what they shipped — verifies claims against git instead of believing the agent.
lior-ps
A Model Control Protocol (MCP) server that allows cross-checking responses from multiple LLM providers simultaneously
adstastic
MCP server with Whatsapp integration (Twilio) to remote approve Claude Code tool use
charles-adedotun
MCP server for macOS notifications and sounds when Claude Desktop tasks complete.
Toowiredd
A Model Context Protocol server for Docker management through ChatGPT
nlinhvu
This project demonstrates the integration between LLM clients and MCP (Model Context Protocol) servers using Server-Sent Events (SSE) for real-time communication.
onurpolat05
xianminx
A Model Context Protocol (MCP) server that lets you create notes in Flomo directly through AI chat interactions in Cursor or Claude desktop. Write and organize your thoughts seamlessly through natural language commands.
rmtech1
Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and C
yodakeisuke
A Micromanagement Tool for Development Workflows: Helps coding agent plan, track, and visualize sequential development tasks with detailed commit-level granularity. Features interactive visualization, automated status tracking, and structured workflow management.
yeakub108
MCP Server for Windsurf
ebeloded
An MCP server that allows AI tools to interact with Claude Code programmatically with session continuity and async execution support.
alvinveroy
CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.
georgejeffers
A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model, can be used in Claude Desktop App.
Junhan2
MCP server for Google Gemini 2.5 Flash Image preview (text-to-image, editing, composition)
imprvhub
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
wwbweibo
Live2d Assistant is an extensive assistant application with mcp server and multi-agent support.
redmorestudio
One-click installer for Claude MCP servers focused on marketing professionals
ZhouhaoJiang
A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用,集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo
AgentMCP
A directory of AI Agents and MCP Orchestration open source tools
datalayer
🦜🔗 LangChain Model Context Protocol (MCP) Client
AppAmbit
Connect AI assistants to AppAmbit — the all-in-one platform for mobile app analytics, crash reporting, build distribution, managed databases, serverless functions, and CMS.
ZeroPathAI
Open-source MCP server for querying ZeroPath security issues, patches, and scans using Claude, Cursor, Windsurf, or any AI assistant.
luuisotorres
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.
distrihub
Distri is A2A compatible OpenClaw like agent framework built in Rust.
tomconte
A secure Python code execution service designed to integrate with LLMs like GPT and Claude, providing a self-hosted alternative to OpenAI's Code Interpreter. Now with MCP server.
wesnermichel
NEXUS MCP- Simple MCP server for Claude Desktop
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.