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Find the best MCP servers to give your AI agents external tools.

Browse a curated directory of MCP servers - connect your agents to APIs, databases, and external tools without wiring up each integration from scratch. Verified, scored, and ready to install.

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MCP Servers Database

Find the best MCP servers to give your AI agents external tools.

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12916 MCP servers

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Railway
javascript

Provides a local MCP server with workflows and tools to manage Railway projects, services, environments, variables, and domains.

railwayapp/railway-mcp-server
93 stars
Square
typescript

A Model Context Protocol (MCP) server for square

square/square-mcp-server
93 stars
MCP SAP GUI Server
python

MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input.

mario-andreschak/mcp-sap-gui
93 stars
Ahrefs
typescript

Official Ahrefs MCP Server

ahrefs/ahrefs-mcp-server
93 stars
Gemini Docs
python

Provides a remote HTTP MCP server that indexes Gemini API docs for fast search and content retrieval.

philschmid/gemini-api-docs-mcp
93 stars
Web3
typescript

1 MCP to rule all them chains

strangelove-ventures/web3-mcp
93 stars
Alpha Vantage
python

MCP Server for Alpha Advantage API

berlinbra/alpha-vantage-mcp
93 stars
Perplexity
python

Provides a bridge to the Perplexity API for chat completions with citations via MCP.

tanigami/mcp-server-perplexity
92 stars
Octopus Deploy Official
typescript

Octopus Deploy Official MCP Server

octopusdeploy/mcp-server
92 stars
ManusMCP
other

Orchestrates specialized AI agents via MCP to collaborate on complex tasks.

mantrakp04/manusmcp
92 stars
Flux UI
javascript

Provides MCP access to Flux UI component data by listing components, retrieving details, showing examples, and enabling searches

iannuttall/flux-ui-mcp
91 stars
Autodev Codebase
typescript

Provides an MCP server to index codebases, expose semantic search endpoints, and integrate with IDEs.

anrgct/autodev-codebase
91 stars
Coincap
typescript

A coincap mcp server to access crypto data from coincap API

quantgeekdev/coincap-mcp
90 stars
Deepl
javascript

Provides translation, rephrasing, and document translation using the DeepL API via an MCP server.

deeplcom/deepl-mcp-server
90 stars
Trino
go

Provides an MCP server that executes Trino SQL and discovers catalogs, schemas, and tables through MCP tools.

tuannvm/mcp-trino
90 stars
Webflow
javascript

Provides a Webflow MCP server to connect AI agents to Webflow APIs for automated content management.

webflow/mcp-server
90 stars
MySQL Query Server
python

A MySQL query server built on the MCP framework enabling real-time data access via SSE with security, logging, and isolation features.

mangooer/mysql-mcp-server-sse
90 stars
MCP Python Interpreter
python

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

yzfly/mcp-python-interpreter
90 stars
Semantic Scholar
python

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

zongmin-yu/semantic-scholar-fastmcp-mcp-server
90 stars
Math
javascript

A Model Context Protocol (MCP) server that provides basic mathematical and statistical functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.

ethanhenrickson/math-mcp
90 stars
Cryo
python

A Python package for accessing Cryo datasets via Claude Code

z80dev/cryo-mcp
90 stars
FAQ

Frequently Asked Questions

Common questions about MCP servers, the Model Context Protocol, and how to use this directory.

An MCP server is a program that connects an AI agent to external tools, data, or context using the Model Context Protocol (MCP), an open standard for tool integration. Instead of writing a custom integration for every tool, an agent that speaks MCP can connect to any MCP server to read files, query a database, browse the web, control a browser, or call an API. This directory lists MCP servers you can connect to clients like Claude Code, Codex, Cursor, and others.

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