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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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JIRA
python

Provides MCP-based JIRA integration to query, create, and manage issues via MCP clients.

getsec/longcon-2025-mcp
3 stars
Raydium LaunchLab
javascript

An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).

kukapay/raydium-launchlab-mcp
3 stars
Home Assistant
python

An MCP server for Home Assistant

miguelg719/home-assistant-mcp
3 stars
Oracle
python

Oracle Database MCP Server

smith-nathanh/oracle-mcp-server
3 stars
YT Description
typescript

Provides a YouTube transcript extraction MCP server for AI assistants to analyze public video captions.

malikelate/yt-description-mcp
3 stars
Prompt Auto-Optimizer
typescript

An MCP Server that optimizes prompts using the GEPA method.

sloth-wq/prompt-auto-optimizer-mcp
3 stars
Data Analysis
jupyter-notebook

专业的数据分析工具集,提供数据趋势分析、质量分析、平稳性检验、时间序列分析、相关性分析、因果关系分析等功能。

boyzhang666/data-analysis-mcp
3 stars
Shopify
typescript

MCP to query your shopify store

tanush-yadav/shopify-mcp
3 stars
Hong Kong transportation Data
python

This is an MCP server that provides access to transportation related data in Hong Kong through a FastMCP interface.

hkopenai/hk-transportation-mcp-server
3 stars
Cursor Admin
typescript

Model Context Protocol server for Cursor Admin API - instant team analytics power-up for AI assistants

h3ro-dev/cursor-admin-mcp
3 stars
GitHub PR Comments
typescript

MCP server that fetches GitHub Pull Request comments

shaileshahuja/github-pr-mcp
3 stars
Youtube Summarizer
python

Provides MCP access to Youtube-Summarizer APIs for local AI integrations.

trilogy-group/youtube-summarizer-mcp
3 stars
Deepseek Claude
javascript

Runs DeepSeek R1 reasoning with Claude 3.5 Sonnet to produce structured, context-aware responses via OpenRouter.

niko91i/mcp-deepseek-v3-et-claude-desktop
3 stars
Confluence
python

Provides Confluence REST API interactions: search, fetch, create, update, and delete Confluence pages via MCP.

masna-ai/mcp-confluence-server
3 stars
SVG2PNG
python

A MCP server for svg-png conversion tool

longbowzz/svg2png_mcp
3 stars
NLSQL
python

Manual installation MCP server for nl to sql (tedious but good for foundational testing)

tushar-badhwar/nlsql-mcp-server
3 stars
ClickUp
python

An MCP server enabling AI assistants to interact with ClickUp task management via core task workflows.

diversioteam/clickup-mcp
3 stars
OpenProject
typescript

Exposes OpenProject CRUD tools via MCP for remote agents and AI workflows using Netlify Functions.

jessebautista/mcp-openproject
3 stars
DuckDuckGo Search
typescript

Provides DuckDuckGo-powered web search via SerpAPI for rich, region-aware results.

spences10/mcp-duckduckgo-search
3 stars
Orshot
javascript

Orshot MCP Server

rishimohan/orshot-mcp-server
3 stars
Hermes Search
typescript

Hermes Search MCP enables full-text and semantic search over Azure Cognitive Search with type-safe operations, powered by the open Model Context Protocol (MCP).

cognitive-stack/hermes-search-mcp
3 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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