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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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Scrape Copilot
javascript

Provides browser automation and web interaction via Puppeteer for LLMs to navigate pages, take screenshots, and run JavaScript.

jwaldor/mcp-scrape-copilot
1 stars
Karma
python

MCP for Karma

driosalido/mcp-karma
1 stars
NodeMCU
javascript

Manages ESP8266/NodeMCU devices via MCP with REST/WebSocket interfaces and AI tool integration.

amanasmuei/nodemcu-mcp
1 stars
MCP Git Worktree Workflows
python

MCP server for automated parallel development using git worktrees. Workflows: 1. Voting 2. Orchestration 3. Ad Hoc

doctacon/mcp-worktree-workflows
1 stars
XLSX Reader
typescript

A powerful Model Context Protocol (MCP) server for reading and analyzing Excel documents with advanced features.

guangxiangdebizi/xlsx-mcp
1 stars
YouTube
jupyter-notebook

A Model Context Protocol (MCP) server that provides YouTube Data API v3 integration for content discovery and management. This server enables AI assistants to search for YouTube videos, channels, and perform various content-related operations.

nastyrunner13/youtube-content-management-mcp
1 stars
USGS Quakes
javascript

An MCP server for querying the USGS Earthquake API with natural language

blake365/usgs-quakes-mcp
1 stars
NetCDF
python

A MCP Server for NetCDF format file

hanchaoli/nc-mcp
1 stars
Confluence
java

This read-only MCP Server allows you to connect to Confluence data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).

cdatasoftware/confluence-mcp-server-by-cdata
1 stars
MemU
python

Provides access to memU AI memory features via MCP: memory storage, retrieval, management, stats, and multi-user support.

monsterone1/memu-mcp
1 stars
Git Workflow Automation
javascript

MCP Server for automated Git workflows with GitHub CLI integration

arcia125/git-workflow-mcp-server
1 stars
RCT Detector Platform - Ultralytics
javascript

Provides a complete MCP server integrating Ultralytics YOLO models with N8N automation for training, inference, and dataset management.

metehanyasar11/ultralytics_mcp_server
1 stars
MCP Planka Server
javascript

Provides MCP access to Planka Kanban features including projects, boards, cards, tasks, time tracking, labels, comments, and memberships.

gcorroto/mcp-planka
1 stars
Beeper
python

Provides a note storage backend with add-note and summarize-notes capabilities via an MCP interface.

stopwarbywar/beeper-mcp-server
1 stars
Argus
python

A Model Context Protocol (MCP) server for analyzing GitLab repositories and performing security assessments.

athapong/argus
1 stars
Playwright
python

Playwrite wrapper for MCP

misanthropic-ai/playwrite-mcp
1 stars
Kayzen
typescript

Provides access to Kayzen Analytics data through an MCP interface with authenticated report retrieval and analysis.

springwq/kayzen-mcp
1 stars
InstantDB
typescript

Provides a read-only interface to query InstantDB using a dynamic schema and environment configuration.

christophersutton/instantdb-mcp
1 stars
Voice Gen
python

A Model Context Protocol (MCP) server that provides voice generation capabilities using the Minimax AI API. This server converts text to speech and automatically uploads the generated audio files to Amazon S3 for easy access and sharing.

mylxsw/voice-gen-mcp
1 stars
DEX Metrics
python

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.

kukapay/dex-metrics-mcp
1 stars
RISEN Prompt Engineering
javascript

RISEN Prompt Engineering MCP Server - A structured framework for creating, validating, and optimizing AI prompts using Role, Instructions, Steps, Expectations, and Narrowing components. Fully anonymous and ready for public use.

futuretechaiguy/risen-prompts-mcp-server
1 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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