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.
Abhi5h3k
Demo MCP tool to capture URL screenshot.
KS-GEN-AI
jaohbib
a simple MCP Server for VuFind
bajoski34
MCP Server to interact with flutterwave
MauroDruwel
Smartschool MCP: A Model Context Protocol (MCP) server that enables seamless communication between AI agents and the Smartschool platform. 🧠
saltfishpr
MiechalZhao
Provide MCP Server private skills for DingTalk AI Agent
unulu-ai
unulu — AI agent website builder
jkingsman
Model Context Protocol server for sociological research into QAnon
cherninlab
MCP server that lets one AI agent ask other agents for help
jeasonstudio
Model Context Protocol Server for ZAN Node Service.
josx
Demo: mcp protocol with simple client and server file
Haonter
Servidores MCP
xstelea
scmcphub
MCP server for scanpy
bestjane
CoinGecko API 服务实现
PayAINetwork
Model Context Protocol server for the PayAI network! Plug PayAI into Claude Desktop, Cursor, or your favorite MCP Host!
bsmi021
A comprehensive architecture for building robust Model Context Protocol (MCP) servers with integrated web capabilities
98lukehall
Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST API.
marcoeg
ntopng Model Context Protocol Server
monteslu
Client library for integrating browser games with Vibe Eyes MCP debug server
CDataSoftware
This read-only MCP Server allows you to connect to Zoho Creator data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
big-mouth-cn
小记 MCP Server for TypeScript
Ryan-Spooner
For Dynamous members to learn MCP client/server implementation
dhrbtjr0331
MCP server of NBA stats predictor app that generates player performance forecasts using real-time data analysis and advanced statistical modeling
dabouelhassan
A simple example of a Model Context Protocol Server implementation
chew-z
Simple MCP server in Golang to redirect questions to Deepseek models
SebastianBoehler
A Model Context Protocol (MCP) server for checking domain availability using IONOS endpoints
clykins90
NetMindAI-Open
An MCP server that can read online documents to solve problems accordingly!
menuRivera
MCP server for using your browser wallet with natural language
AfterShip
apecloud
MCP server for KubeBlocks Cloud
arjshiv
MarkLY1473
mysql mcp服务
valhallaguide
odinfun-mcp is a server implementation for Odin.fun based on the Model Context Protocol (MCP). It provides canister asset management and OdinFun API tools, suitable for blockchain asset management and data query scenarios.
jonnadul
An Agentic MCP server sshclient
sentioxyz
MCP Servers for Web3
ppcprophet
Apple Search Ads MCP Server — Manage your Apple Search Ads campaigns with AI through the Model Context Protocol
djwmarcx
MCP server exposing every Mealie API endpoint (259 tools) via FastMCP
ycrao
Google Alerts MCP Server
fashionzzZ
A Model Context Protocol (MCP) server that Convert Markdown to HTML.
nabossha
a simple PoC on how to integrate a custom data-provider in an MCP Server
Slava12233
wocommarce mcp server
jeettrivedi
Model Context Protocol (MCP) server to allow LLMs to controls WiZ devices.
jagreetdg
Re-Stack MCP server is designed to integrate Stack Overflow into LLM-based coding workflows using the Stack Exchange API
leelasd
MCP server for visualizing molecules in Claude Desktop :)
louiscklaw
Fetch data from Hong Kong Observatory with MCP
champierre
richieri
A Model Context Protocol (MCP) server for Request Tracker
gkenios
A thesis project that implements an MCP server and client, using FastAPI.
trustasia-com
MySSL MCP Server
backpaper0
stableversion
A proper, clean LLDB MCP server with minimal dependencies and all functionality!
jameskanyiri
isseikz
MCP (Model Context Protocol) Server to control Android TV
warjiang
MCP Server for karmada
gperdrizet
RSS feed reader Model Context Protocol server.
zwwhdls
oliviermichel
A Model Context Protocol (MCP) server for interacting with the Louvre museum's collection
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.