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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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Rust Docs
rust

Provides up-to-date Rust crate documentation and a query tool for API usage.

govcraft/rust-docs-mcp-server
219 stars
Penpot
python

Penpot MCP server

montevive/penpot-mcp
219 stars
Milvus
python

Model Context Protocol Servers for Milvus

zilliztech/mcp-server-milvus
218 stars
Code Executor
javascript

The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment.

bazinga012/mcp_code_executor
215 stars
Tree-sitter
python

Provides code analysis and navigation using tree-sitter across multiple languages via MCP endpoints and commands.

wrale/mcp-server-tree-sitter
215 stars
OpenAPI
typescript

Exposes OpenAPI endpoints as MCP tools with optional prompts and resources for streamlined AI interactions.

ivo-toby/mcp-openapi-server
215 stars
Mindmap
python

mindmap, mcp server, artifact

yuchenssr/mindmap-mcp-server
215 stars
MasterGo Magic
typescript

MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models.

mastergo-design/mastergo-magic-mcp
214 stars
MCP Proxy Server
typescript

Provides a TypeScript streamable HTTP and SSE proxy for MCP servers using stdio transport.

punkpeye/mcp-proxy
212 stars
Uber Eats
python

Provides an MCP server that enables LLMs to interact with Uber Eats tools via a standard MCP transport.

ericzakariasson/uber-eats-mcp-server
211 stars
Tiny Cryptography
javascript

Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents

antonpk1/gibber-mcp
211 stars
TaskManager
javascript

Provides a queue-based Task Manager MCP server that plans, executes, and completes user tasks.

kazuph/mcp-taskmanager
210 stars
Figma
typescript

ModelContextProtocol for Figma's REST API

matthewdailey/figma-mcp
210 stars
Sora
typescript

An MCP server to use Sora video generation APIs

doriandarko/sora-mcp
210 stars
Unsplash
python

🔎 A MCP server for Unsplash image search.

hellokaton/unsplash-mcp-server
209 stars
Composer
other

Provides an MCP server to create, backtest, and monitor Composer investment symphonies via HTTP.

invest-composer/composer-trade-mcp
209 stars
Razorpay
typescript

Provides access to Razorpay payment APIs and tools via an MCP server for automated workflows and AI-powered integrations.

razorpay/razorpay-mcp-server
209 stars
Figma to Flutter
typescript

An MCP server that provides the coding agents Figma's design token to write Flutter code.

mhmzdev/figma-flutter-mcp
209 stars
Trail Context MCP Wrapper
other

Security wrapper for MCP servers providing trust-on-first-use pinning, guardrails, and quarantined tool responses.

trailofbits/mcp-context-protector
207 stars
MCP Server for Deep Research
python

Provides an MCP server that elaborates questions, generates subquestions, conducts web searches, analyzes content, and produces comprehensive research reports with citations.

reading-plus-ai/mcp-server-deep-research
207 stars
Mimir
typescript

Provides a persistent graph-based memory and task management for AI agents with MCP API access and semantic search.

orneryd/mimir
207 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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