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.
MCP Servers
Discover awesome MCP servers.
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Mcp Difyworkflow Server
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.
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🖼️ Unsplash Smart MCP Server
drumnation
AI-powered FastMCP server for intelligent stock photo search, download, and attribution management from Unsplash
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Codacy MCP Server
codacy
Codacy's MCP Server implementation
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Atom of Thoughts (AoT)
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.
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Last9 MCP Server
last9
Last9 MCP Server
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react-analyzer-mcp
azer
MCP server for analyzing & generating docs for React code locally
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Make CoPilot an Interactive Programmer
PEZ
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
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Whale Tracker MCP Server
kukapay
A mcp server for tracking cryptocurrency whale transactions.
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Vectorize MCP Server
vectorize-io
Official Vectorize MCP Server
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Voice Call MCP Server
lukaskai
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astro-mcp
morinokami
MCP server to support Astro project development
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Make CoPilot an Interactive Programmer
BetterThanTomorrow
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
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Make CoPilot an Interactive Programmer
BetterThanTomorrow
VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also be used as an MCP server.
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Muppet Kit
muppet-dev
Debugging and Testing tool for MCP servers
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Mathematical Calculator MCP Server
huhabla
A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities
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Mcp Codebase Index
MikeRecognex
17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
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FinData Mcp Server
zlinzzzz
FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.
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Ops Mcp Server
Heht571
服务器、网络设备巡检和运维MCP工具
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Amadeus MCP Server
donghyun-chae
Amadeus MCP(Model Context Protocol) Server
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DeployStack
deploystackio
Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, and any MCP client.
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XcodeMCP
lapfelix
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to return clear build results
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mcp-clj
hugoduncan
An MCP server written in clojure
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create-mcp-server-app
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
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What is WayStation
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.
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create-mcp-app
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
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Whois MCP
bharathvaj-ganesan
MCP Server for whois lookups.
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Mailgun MCP Server
mailgun
Implementation of Model Context Protocol server for Mailgun APIs
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CrewAI Enterprise MCP Server
crewAIInc
MCP Server for kicking off and getting status of your crew deployments
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MCP-Compose
phildougherty
Compose, manage, and run MCP servers as Docker containers. With a Unified API gateway built in.
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mcp-server-flomo MCP Server
chatmcp
Write notes to Flomo
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Mcp Server
inkdropapp
Inkdrop Model Context Protocol Server
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MCP Server Whisper
arcaputo3
An MCP Server for audio transcription using OpenAI
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Skywork Super Agents
Skywork-ai
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Vapi MCP Server
VapiAI
Vapi MCP Server
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Nomad MCP Server
kocierik
A nomad MCP Server (modelcontextprotocol)
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AI Engineer MCP 2025
aiDotEngineer
MCP remote server for AI Engineer World's Fair 2025
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Minibridge
acuvity
Make your MCP servers secure and production ready
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Koppla
ruudmens
A Model-Context-Protocol (MCP) Server for Active Directory
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Mermaid Validator
rtuin
A Model Context Protocol server that validates and renders Mermaid diagrams.
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Trello MCP Server
m0xai
A simple yet powerful MCP server for Trello.
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📢 MCP Notify Server
Cactusinhand
Send system notification when Agent task is done.
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Trello MCP Server
m0xai
A simple yet powerful MCP server for Trello.
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MATLAB MCP Server
WilliamCloudQi
The MATLAB MCP server provides AI users with powerful scientific computing and data analysis capabilities. It allows users to execute MATLAB code directly in conversations, generate MATLAB scripts from natural language descriptions, and access MATLAB documentation.
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Upstash MCP Server
upstash
Upstash Model Context Server
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awesome-solana-mcp-servers
sendaifun
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Mcp Nomad
kocierik
A nomad MCP Server (modelcontextprotocol)
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Crawlbase Web MCP Server
crawlbase
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It powers Claude, Cursor, and Windsurf integrations with battle-tested web scraping, JavaScript rendering, and anti-bot protection enabling structured, live data inside your AI workflows.
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BLPAPI-MCP
djsamseng
A MCP server providing financial data from Bloomberg blpapi
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Workflows MCP v0.1.0
AgentDeskAI
orchestrate & combine prompts + MCP servers into compound MCP tools
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Mcpn
dx-zero
orchestrate & combine prompts + MCP servers into compound MCP tools
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Meme MCP Server
haltakov
A simple Model Context Protocol (MCP) server for generating memes using the ImgFlip API
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Alibaba Cloud RDS OpenAPI MCP Server
aliyun
MCP server for RDS Services via OPENAPI.
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ScreenPilot
Mtehabsim
Tool that allows the AI to control your device in the same way you do, enabling automation for everything!
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Vibe-Eyes
monteslu
description: "An MCP server that enables LLMs to 'see' what's happening in browser-based games and applications through vectorized canvas visualization and debug information.
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Xcode MCP Server
PolarVista
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Powerpoint MCP server
Ichigo3766
A MCP server project that creates PowerPoint presentations, forked from supercurses/powerpoint with additional features
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Solana-MCP
solanamcp
Solana Agent Kit MCP Server
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RDF Explorer v1.0.0
emekaokoye
A Model Context Protocol (MCP) server that provides conversational interface for the exploration and analysis of RDF (Turtle) based Knowledge Graph in Local File mode or SPARQL Endpoint mode.
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gotoHuman MCP Server
gotohuman
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🔄 Kanban MCP
bradrisse
MCP Kanban is a specialized middleware designed to facilitate interaction between Large Language Models (LLMs) and Planka, a Kanban board application. It serves as an intermediary layer that provides LLMs with a simplified and enhanced API to interact with Planka's task managemen
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Frequently asked questions
Common questions about MCP servers, tools, and integrations
How do I install an MCP server?
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.
Are MCP servers free to use?
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.
What is the difference between local and remote MCP servers?
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.
Which AI clients can connect to MCP servers?
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.
How can I evaluate whether an MCP server is safe and reliable?
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.