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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LaTeX to MathML MCP Server
HappyAny
A Model Context Protocol (MCP) server that converts LaTeX mathematical expressions to MathML format.
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Fuel Network & Sway Language MCP Server
FuelLabs
A Fuel MCP server which provides support for Fuel docs and various coding IDEs such as Cursor.
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Biomart MCP
jzinno
A MCP server to interface with Biomart
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MCP Server Playground
psaboia
MCP Server example with TypeScript
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🗄️ Couchbase MCP Server for LLMs
Aniket310101
A Model Context Protocol (MCP) server that enables LLMs to interact directly with Couchbase databases. Query buckets, execute N1QL queries, and manage data seamlessly through natural language.
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RISKEN MCP Server
ca-risken
RISKEN's official MCP Server
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Crawlab MCP Server
crawlab-team
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MCP Server Resend
Hawstein
A MCP server for Resend API. Let LLMs compose and send emails for you.
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MemProcFS-mcp-server
Tokeii0
MemProcFS-mcp-server
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Teamwork.com AI
rafaeljusto
Teamwork.com extra AI capabilities
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TfNSW Realtime Alerts MCP Server
piddlingtuna
A Model Context Protocol (MCP) server for TfNSW's realtime alerts API
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Rezi MCP
rezi-io
docs
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dolphindb-mcp-server
tradercjz
dolphindb-mcp-server
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Web3 MCP
tumf
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Surreal Mcp
lfnovo
MCP server for SurrealDB database
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IOD App
iodmcp
discover and install MCP servers
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APIMatic Validator MCP Server
apimatic
APIMatic Validator MCP Server for validating OpenAPI specs via APIMatic's API with MCP
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Florence-2 MCP Server
jkawamoto
An MCP server for processing images using Florence-2
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macrostrat-mcp
blake365
MCP server for accessing geologic data with the Macrostrat API
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Starknet MCP Server
mcpdotdirect
MCP server that provides LLM with tools for interacting with Starknet
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CrateDB MCP Server
crate
CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.
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MCPRepository
jaimaann
Open Source Repository for ModelContextProtocol MCP server
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Kibela MCP Server
kiwamizamurai
MCP server implementation for Kibela API integration
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UIMax MCP
prembobby39-gif
UIMax MCP — Turns Claude Code into a frontend expert that reviews and fixes your UI automatically. Free for Pro plan users.
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MCP-Server de Mapas Mentais
marioluciofjr
Repositório com um MCP-Server simples com seis tipos de mapas mentais diferentes.
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Edge-TTS MCP Server
yuiseki
Model Context Protocol for Text-to-Speech
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Mcp Quanmiao Hotnews
iic-llm-solution
全妙新闻播报MCP Server 是一个基于阿里云百炼API的新闻聚合服务，专注于实时获取热点新闻资讯。
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Volume Wall Detector MCP Server 📊
Cognitive-Stack
Volume Wall Detector MCP delivers real-time stock volume analysis and imbalance tracking with MongoDB storage, powered by the open Model Context Protocol (MCP).
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MCP-Servers
parthshr370
This repo uses CAMEL AI to create mcp servers for various use cases
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PyVista MCP Server
pyvista
PyVista-based MCP (Model Context Protocol) server
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Wechat Mcp
DarkNoah
wechat mcp
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Bluesky MCP Server
semioz
mcp server for bluesky. featured in offical mcp server repo.
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Serveur MCP pour n8n
lowprofix
Serveur MCP (Master Control Program) pour n8n qui fournit des outils de validation de workflows et de bonnes pratiques pour vos projets d'automatisation
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uMCP
mika-f
uMCP is a server implementation of the MCP protocol, designed for working with the AI in Unity.
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Tailpipe Model Context Protocol (MCP) Server
turbot
Enable AI assistants to explore and query your Tailpipe data!
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Simap Mcp Server
Digilac
An MCP (Model Context Protocol) server for interacting with simap.ch, Switzerland's public procurement platform.
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mcpc
vlyl
Mcp server scaffolding tool
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🤖 Hamibot MCP Server
hamibot
用于与 Hamibot API 进行交互。它提供了一系列工具来管理和控制 Hamibot 设备及脚本
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SPM-MCP
simpleswift
Swift Package Manager MCP Server written in Swift
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PC-MCP
shijianzhong
针对操作个人电脑的mcp服务器，该项目当前主要针对smart-pet-with-mcp项目的搭配演示用
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Gen Mcp
lecepin
Generate mcp server scaffolding
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Bear MCP Server
bart6114
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nUniversal-Robots-MCP
nonead
nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol. It realizes the natural language interactive control of industrial robots by integrating a large language model (LLM).
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MedAdapt Content Server
ryoureddy
A specialized MCP server for Claude Desktop that enhances AI-assisted medical learning
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Canvas LMS MCP Server
ahnopologetic
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mcp-national-rail
lucygoodchild
A Model Context Protocol (MCP) server to retrieve train schedules from National Rail
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Switch Bot Mcp Server
yasu89
SwitchBot MCP Server
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Dictionary Server
meowrain
一个可以使用cambridge dictionary查询单词的mcp服务器
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SuperGateway 介绍
coding-alt
Run MCP stdio servers over SSE and SSE over stdio. AI gateway.
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systemprompt-mcp-interview
Ejb503
A specialized Model Context Protocol (MCP) server that enables AI-powered interview roleplay scenarios
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Solana Model Context Protocol (MCP) Server
omaidf
Solana MCP Server
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OpenAPI MCP Server
rahgadda
OpenAPI MCP Server
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Gentoro MCP Server
gentoro-GT
Integration layer between MCP Clients and Gentoro MCP Server implementation
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Voice Recorder MCP Server
DefiBax
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Laravel Artisan MCP Server
entanglr
A Model Context Protocol (MCP) server that enables secure execution of Laravel Artisan commands through Claude and other MCP clients.
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通义万相 MCP 服务器
Suixinlei
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nest-mcp-sse
HxinY499
基于nest快速开发sse mcp server
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SkySQL MCP Server
skysqlinc
SkySQL MCP server and client repository.
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AI Network MCP Server
ainblockchain
MCP Server for AI Network
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Interop
yigitozgumus
Interop CLI: Go command-line tool for efficient project management and command execution across your development workspace.
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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.