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.
arjunprabhulal
Build AI Agent using Google ADK , MCP and Gemma 3 model
pwh-pwh
use Bitget’s API to get cryptocurrency info
SecretiveShell
A simple adapter to convert a MCP server to a GPT actions compatible API
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.
leafeye
vectara
Open source MCP server for Vectara
haroldadmin
A Fastify plugin to run Model Context Protocol (MCP) servers
dkships
Triangulates HelpScout tickets and ProductLift feature requests into prioritized product plans.
maxscheijen
A Model Context Protocol (MCP) server for Yahoo Finance.
wealthy
Wealthy-MCP
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。
pinkpixel-dev
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.
smamidipaka6
MCP Server for Google Flights !!
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).
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.
theronic
Datomic MCP Server so your AI model can query your database (uses Modex MCP library)
smartsheet-platform
Smartsheet MCP Server
devondragon
MCP Server for Use Motion Task Management System
zekker6
MCP server for Helm package manager
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
datalayer
🌎 🔧 Earthdata MCP Server.
tdeckers
An MCP server for OpenHAB
omergocmen
Message Communication Protocol server for json2video API integration
AuraFriday
Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server
portone-io
PortOne MCP Server for Developers
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.
KS-GEN-AI
A test of jira mcp server
catonetworks
This repository provides a local mcp-server for Cato Network's public GraphQL API
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.
yestarz
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。
djm81
MCP Server for ChromaDB integration into Cursor with MCP compatible AI models
samuraikun
MCP server to integrate AWS S3 and LLM
nota
Official Model Context Protocol server for Gyazo
ITVlad99
Create all MCP Servers at startup
peragus-dev
MCP servers that models can use to extend their capabilities for general-use tasks and formalized workflows.
rahulthedevil
MCP server to provide Jira Tickets information to AI coding agents like Cursor
zed-extensions
MCP Server for Brave Search
lenwood
An MCP server enabling CFBD API queries within Claude Desktop.
yuiseki
Official Model Context Protocol server for Gyazo
JayArrowz
mcp server for AI to understand osrs
RGGH
Python MCP client + server example
NikiforovAll
This repository contains a template for creating a Model Context Protocol (MCP) applications in .NET.
cliffhall
An MCP server that hosts finite state machines as dynamic resources that multiple clients can subscribe to and be updated when their state changes.
kukapay
An MCP server that standardizes and contextualizes industrial Modbus data.
https-eduardo
A MCP Server to manage your time entries in Clockify
strawgate
MCP Server for reading many files at the same time
hdcola
Model Context Protocol server to access oracle database
JordanSucher
An MCP server for MuseScore.
xkiranj
MCP server and client for running Linux commands
infaton
INFATON MCP Server — 51 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agents, BSL.
dylibso
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
Bob-lance
MCP server for Grok AI API integration
syahiidkamil
Full access postgres mcp server
sworddut
一个基于 Model Context Protocol (MCP) 的 FFmpeg 辅助工具,提供视频处理功能。
GuiBibeau
Building MCP Servers with Google Gemini
hbg
An unofficial MCP interface to interact with the PapersWithCode API
QAInsights
k6 MCP server
Evilander
Persistent memory and continuity engine for Claude Code and AI agents.
Codex-Data
A Model Context Protocol server for the Codex API
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.