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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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Jupyter
python

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

datalayer/jupyter-mcp-server
935 stars
Fetcher
javascript

Fetch web page content using a Playwright headless browser with intelligent content extraction and Markdown/HTML output.

jae-jae/fetcher-mcp
928 stars
RedNote
javascript

Provides a MCP server to access Xiaohongshu notes with authentication, keyword search, and URL-based retrieval.

ifuryst/rednote-mcp
919 stars
OpenAPI
typescript

Allow AI to wade through complex OpenAPIs using Simple Language

janwilmake/openapi-mcp-server
884 stars
CloudBase
javascript

Provides an MCP pipeline that turns AI-generated ideas into deployed CloudBase apps with automated provisioning and deployment.

tencentcloudbase/cloudbase-ai-toolkit
883 stars
MCP-Bridge
python

Bridges MCP tools with OpenAI API via MCP-Bridge enabling tool calls and SSE for external clients.

secretiveshell/mcp-bridge
882 stars
Memory Bank
typescript

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

alioshr/memory-bank-mcp
871 stars
DuckDuckGo
python

Provides web search and content extraction via DuckDuckGo, with rate limiting, error handling, and LLM‑friendly output.

nickclyde/duckduckgo-mcp-server
864 stars
Notion
typescript

Notion MCP Server enables LLMs to access Notion workspaces with optional Markdown conversion to save tokens.

suekou/mcp-notion-server
860 stars
Gmail
typescript

Provides Gmail integration with auto authentication, enabling email send, read, search, label management, and batch operations via MCP.

gongrzhe/gmail-mcp-server
848 stars
Browser
typescript

Provides a browser automation MCP server that lets AI assistants control a real browser for navigation, form interaction, data extraction, and more.

saik0s/mcp-browser-use
848 stars
Sequential Thinking
python

Provides a structured, stage-based MCP server to capture, organize, and summarize progressive thinking.

arben-adm/mcp-sequential-thinking
841 stars
kubectl-mcp-server
python

A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server

rohitg00/kubectl-mcp-server
831 stars
Hyper
rust

Runs WebAssembly plugins in a sandboxed MCP server, enabling AI-enabled actions via standard MCP clients.

tuananh/hyper-mcp
829 stars
Code Index
python

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

johnhuang316/code-index-mcp
819 stars
Excel
go

A Model Context Protocol (MCP) server that reads and writes MS Excel data

negokaz/excel-mcp-server
817 stars
Supabase
python

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

alexander-zuev/supabase-mcp-server
813 stars
Browser Use
python

Browse the web, directly from Cursor etc.

kontext-dev/browser-use-mcp-server
811 stars
Acemcp
python

一个将ACE(Augment Context Engine) 做成MCP的项目

qy527145/acemcp
797 stars
QGIS
python

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

jjsantos01/qgis_mcp
794 stars
Runno
typescript

Provides an MCP server to run code using the Runno sandbox and WASI in a controlled environment.

taybenlor/runno
760 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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