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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
vignesh-codes
This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables, insert entries, update entries, delete entries, and drop tables.
jinhongzou
适合国内使用的量化金融mcp server
EduBase
The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).
pyroprompts
Proxy through a STDIO MCP Server to interact with Streamable HTTP MCP Servers
serkanh
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
fastomop
Model Context Protocol Server for the Observational Medical Outcomes Partnership (OMOP) Common Data Model
stytchauth
Workers + Stytch TODO App MCP Server
0design
Make generic UI look consistent. No hardcoding, no ignoring your design system. Spec for AI-native design systems: tokens, slots and rules agents can discover and validate via MCP (coming in v2).
ZubeidHendricks
haxzie
MCP Database servers for Claude, Cursor and Windsuf
dkships
Triangulates HelpScout tickets and ProductLift feature requests into prioritized product plans.
rafaelstz
Adobe Commerce Dev MCP Server
random-robbie
An advanced web browsing server for the Model Context Protocol (MCP) powered by Playwright, enabling headless browser interactions through a flexible, secure API.
365903728-oss
Bilibili MCP工具 A Bilibili MCP server
mongodb-developer
kw510
A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI t
1nbuc
github-hewei
通过AI大模型操作安卓设备
Evilran
Baidu Search MCP Server I A Model Context Protocol (MCP) server that provides web search capabilities through Baidu, with additional features for content fetching and parsing.
Ejb503
This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments.
YFGaia
Gaia-X 基于AI新范式的下一代企业级AI应用平台。Gaia-X旨在实现类人脑的、针对企业办公业务场景的AI化赋能,包括一系列新颖而稳定的企业级AI功能,包括不限于:企业级管理功能、MCP Server支持(且支持将企业内部系统API转换为MCP Server提供服务)、支持自然语言驱动的RPA(大模型操作电脑)、划词分析和悬浮球等。
mattcoatsworth
Krekun
databutton
Databutton MCP Server
wealthy
Wealthy-MCP
weekitmo
This MCP server is used to provide Godot documentation to the Godot RAG model.
arjunprabhulal
Build AI Agent using Google ADK , MCP and Gemma 3 model
hanxuanliang
tushare rust mcp server
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
chymian
A MCP-Server to control Metatrader5 for EA optimization
zed-extensions
MCP Server for Brave Search
zekker6
MCP server for Helm package manager
dantwoashim
Nepali temporal infrastructure for BS/AD conversion, fiscal calendars, Panchanga, festivals, working days, provenance, SDKs, MCP, and Future BS research.
JamesSmith888
A Spring AI-based MCP capable of executing any SQL query. 一个基于 Spring AI 的MCP服务,可执行任意 SQL。
nota
Official Model Context Protocol server for Gyazo
KS-GEN-AI
A test of jira mcp server
eater2
Verified catalog of 300+ APIs and MCP servers with opinions and statistics so that AI agents can call after a one-time API key/OAuth setup. JSON, llms.txt and an MCP server for agents.
portone-io
PortOne MCP Server for Developers
smartsheet-platform
Smartsheet MCP Server
NikiforovAll
This repository contains a template for creating a Model Context Protocol (MCP) applications in .NET.
amith-vp
MCP server for Indian Railway data. Search trains, check seat availability, get live statuses, delay info, station/train codes, and more — all via a simple Claude Desktop integration.
samuraikun
MCP server to integrate AWS S3 and LLM
yuiseki
Official Model Context Protocol server for Gyazo
ITVlad99
Create all MCP Servers at startup
omergocmen
Message Communication Protocol server for json2video API integration
catonetworks
This repository provides a local mcp-server for Cato Network's public GraphQL API
theronic
Datomic MCP Server so your AI model can query your database (uses Modex MCP library)
datalayer
🌎 🔧 Earthdata MCP Server.
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
JayArrowz
mcp server for AI to understand osrs
rahulthedevil
MCP server to provide Jira Tickets information to AI coding agents like Cursor
djm81
MCP Server for ChromaDB integration into Cursor with MCP compatible AI models
tdeckers
An MCP server for OpenHAB
deciduus
This project implements a Python-based MCP (Model Context Protocol) server that acts as an interface between Large Language Models (LLMs) and the Google Calendar API. It enables LLMs to perform calendar operations via natural language requests.
lenwood
An MCP server enabling CFBD API queries within Claude Desktop.
peragus-dev
MCP servers that models can use to extend their capabilities for general-use tasks and formalized workflows.
AuraFriday
Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server
devondragon
MCP Server for Use Motion Task Management System
RGGH
Python MCP client + server example
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.