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.
loonghao
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
puremd
Unblock, scrape, and search tools for MCP clients
gotoolkits
mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.
stefanoamorelli
A Nasdaq Data Link MCP (Model Context Protocol) Server
bright8192
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
appreply-co
This is an MCP server that provides tools to LLMs for searching and analyzing apps from both Google Play Store and Apple App Store – perfect for ASO.
drumnation
AI-powered FastMCP server for intelligent stock photo search, download, and attribution management from Unsplash
ymadd
MCP server for shadcn/ui component references
kbsooo
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought, using the dependencies between these units to deliver more robust reasoning and validated insights.
morinokami
MCP server to support Astro project development
kukapay
A mcp server for tracking cryptocurrency whale transactions.
azer
MCP server for analyzing & generating docs for React code locally
muppet-dev
Debugging and Testing tool for MCP servers
PEZ
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
BetterThanTomorrow
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
pab1it0
A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allowing AI assistants to search for travel destinations and experiences.
aashari
Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.
BetterThanTomorrow
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
lukaskai
Azure
A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes
last9
Last9 MCP Server
vectorize-io
Official Vectorize MCP Server
yoda-digital
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
StacklokLabs
MKP is a Model Context Protocol (MCP) server for Kubernetes
JovaniPink
FastAPI server implementing MCP protocol Browser automation via browser-use library.
deploystackio
Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.
Wallisking1991
Heht571
服务器、网络设备巡检和运维MCP工具
zlinzzzz
FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.
Azure-Samples
This is a quickstart template to easily build and deploy a custom remote MCP server to the cloud using Azure functions. You can clone/restore/run on your local machine with debugging, and azd up to have it in the cloud in a couple minutes. The MCP server is secured by design.
MikeRecognex
17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
takumi0706
Google Calendar MCP server for Claude Desktop integration
ananddtyagi
An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.
donghyun-chae
Amadeus MCP(Model Context Protocol) Server
huhabla
A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities
tjhop
MCP server for LLMs to interact with Prometheus
dfinke
MCP Server for executing PowerShell scripts
bharathvaj-ganesan
MCP Server for whois lookups.
IncomeStreamSurfer
stabgan
MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from Claude Desktop, Cursor, Kiro, VS Code.
egoist
MCP server for executing shell commands.
SerendipityOneInc
APIClaw Skills - AI Agent capabilities for Amazon Product Research
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
nicknochnack
A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.
shaike1
promplate
Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr
IzumiSy
MCP Memory Server with DuckDB backend
lapfelix
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to return clear build results
mcp-auth
🔐 Plug-and-play auth for Python MCP servers.
hugoduncan
An MCP server written in clojure
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
waystation-ai
The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub.
r-huijts
A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel information and disruptions using the official Dutch NS API.
crewAIInc
MCP Server for kicking off and getting status of your crew deployments
Skywork-ai
chatmcp
Write notes to Flomo
Able-labs-xyz
Boba CLI - The bridge between agents and decentralized trading.
pab1it0
A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools
shinzo-labs
MCP Implementation for Gmail Services
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.