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.
29decibel
a MCP server to record Claude conversation to markdown or Apple Notes
yedanyagamiai-cmd
49 AI tools across 9 MCP servers. Enterprise AGI Runtime (1,054 tests). Free tier. ☕ buymeacoffee.com/yesinyagami
UseJunior
Email connectivity for AI agents — MCP server for Claude Code, Gemini CLI, Cursor, and more
l10n.dev
Stop wasting AI tokens on localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the ai-l10n-mcp package, built on the ai-l10n SDK), saving tokens and keeping the agent focused on coding.
Yash-Kavaiya
🤖 MCP (Model Context Protocol) server implementation for conversation agents with multi-agent orchestration
eversonl
A lightweight, command-line tool for managing Claude Desktop MCP (Model Context Protocol) configurations. This tool makes it easy to toggle MCP servers on and off, create preset configurations, and manage backups.
Nirsisr
WhatsApp MCP Assistant (Client-Server)
shivman
This project demonstrates an Agentic AI system that uses a Gemini-powered MCP server to interpret natural language instructions and automate Microsoft Paint using GUI simulation tools on Windows.
K1vin1906
MCP server for Claude Code — parallel multi-model queries, smart routing, image/video gen across OpenAI (GPT-5, GPT Image), Gemini (Imagen 4, Veo), DeepSeek, Kimi & 12+ providers
GRID-is
An MCP server for using GRID API directly from Claude for Desktop
njcx
本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务,允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。
ntrtd
.NET Core D365 MCP Server exposing Dynamics 365 tools. Uses .NET OData client.
ahmedhassan456
Saqr-MCP is a powerful Python application that implements the Model Context Protocol (MCP) to enable advanced AI assistant capabilities. It supports both local models through Ollama and cloud models through Groq, providing a flexible client-server architecture
rwnalds
Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, no vector DB.
jghiglia2380
Persistent memory API for AI agents — works with Anthropic, OpenAI, Gemini, and any AI framework
to-aoki
This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.
kira1228
AI-powered Chat System with multiple MCP servers.
thealxlabs
AI integration hub — 25 plugins, 146 tools. Connect Claude, GPT-4o, Gemini & Ollama to Gmail, Spotify, GitHub Actions, Vercel, n8n, Notion and more. One installer. MCP + Telegram.
JinsonWu
MCP server for ollama, openai, and anthropic bridging
AI-Agent-Hub
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
ai-zerolab
MCP Server for openai image generation
bsmi021
FastAlertNow
Ayyappa054
A practical demonstration of integrating LangChain with Model Control Protocol (MCP) featuring both single and multi-server implementations. Includes examples of mathematical computations and weather queries using async operations, React agents, and OpenAI integration. Perfect fo
zzqfsy
openai agents chat demo. integration custom llm and mcp server and function tool
AutomateLab-tech
Whole-site AEO/GEO audit. Point it at a site, get a ready-to-run plan your agent executes. Orchestrates the ai-seo + citation-intelligence MCPs.
shayne007
AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project
kira1228
AI-powered Chat System with multiple MCP servers.
Rybens92
Ginga1402
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
nodlab
MCP server for productive development
Medhovarsh
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any OpenAI-compatible API, MCP for agents. Zero config.
sibbl
A MCP Perplexity API server written in Typescript with stdio and SSE transport support.
Ddhjx-code
AI agent面试skill,可以模拟面试过程
adeniyii
test chatbot using mastra's mcp docs server
wahidpanda
Using Multiple MCP server I am gonna making a AI AGENT BOT for personalized assistant. Stay Tuned
francoisjosephlacroix
A rubber duck MCP server for your LLM coding agent
njcx
本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务,允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。
aliceappai
Connect voice recordings and transcripts to AI clients for natural language querying, insights, and workflow automation.
IQAIcom
MCP server for IQAI's Agent Tokenization Platform.
kristofferv98
Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.
godstale
Ollama MCP Chat is a desktop chatbot application that integrates Ollama's local LLM models with MCP (Model Context Protocol) servers
Wolfe-Jam
Persistent Project Context for Google Gemini — IANA-registered .faf format · MCP server + Cloud Run REST API
drapon
jasonmeverett
MCP Server for driving Cloudera AI's Agent Studio
moises-paschoalick
Este projeto é um playground para criar o primeiro servidor MCP (Model Context Protocol), um protocolo que permite integrar LLMs a recursos externos de forma padronizada.
tkausch
An MCP implemented in swift to search and read man pages for macOS
pcmarts
MCP server for the Recruiter Roles job board — search live recruiter & talent-acquisition jobs, companies, sectors, locations, and market stats. Read-only, free API key.
tambo-labs
Charming MCP server - generate and host interactive web apps via MCP
Bufigol
🚀 MCP Server: Platform enabling AIs to act as autonomous developers. From idea conception to final testing, automating the entire software development process. #AutonomousDev #AI #Innovation #SoftwareEngineering #FutureOfDev
PaidSync
430+ tools across 13 ad platforms via one MCP endpoint. Full create on Google, Meta, LinkedIn, OpenAI Ads. Read+manage+optimize on TikTok, Snap, Reddit, Pinterest, Microsoft. Plus GA4, GTM, Search Console, Merchant Center. Thin dispatcher keeps connect-time context small. Google
TaplioOfficial
Taplio LinkedIn MCP Server: draft, schedule, publish, and analyze your LinkedIn posts from any AI assistant (Claude, Cursor, and more). Remote MCP server at mcp.taplio.com.
belokolek
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.
box-community
This sample implements the Langchain MCP adapter to the Box MCP server.
ryaker
Command Execution MCP Server for Claude Desktop
bhuvanmdev
SentinelCore is an advanced AI agent powered by Model Context Protocol. It can browse the web, interact with local file systems, and is designed to keep evolving with new features. Whether you're looking for a smart assistant, a system manager, or a knowledge guide, SentinelCore
agent-cards
MCP server for Agent Cards — prepaid virtual Visa cards for AI agents
sayandebnath-creator
AI agent that can post on X(twitter) with the help of MCP(Model Text Protocol) Server.
oaslananka
AI-native TypeScript runtime and tools for A2A agent orchestration, MCP integration, registry, protocol, and CLI.
generect
Minimal MCP server exposing Generect Live API tools.
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.