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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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GitHub Projects
python

Provides tools to manage GitHub Projects V2 via MCP, including listing, viewing fields, items, and performing create, update, and delete operations.

arclio/github-projects-mcp
29 stars
Gemini Image Generator
python

MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities.

qhdrl12/mcp-server-gemini-image-generator
29 stars
Chrome Tabs
typescript

Provides MCP access to your browser's open tabs content for reading, listing, and opening tabs.

pokutuna/mcp-chrome-tabs
29 stars
Playwright
typescript

Provides live Playwright browser context to MCP clients for reliable AI-assisted test generation.

qabyai/playwright-mcp
29 stars
Archy
typescript

Generates Mermaid diagrams from text or GitHub repos, with optional AI features via OpenRouter.

phxdev1/archy-mcp
29 stars
Jina AI
javascript

Provides access to Jina AI web services via Claude including read, search, and fact-check tools.

joebuildsstuff/mcp-jina-ai
29 stars
DataWorks
typescript

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.

aliyun/alibabacloud-dataworks-mcp-server
29 stars
SingleStore
python

MCP server for interacting with SingleStore Management API and services

singlestore-labs/mcp-server-singlestore
28 stars
Ragscore
python

Provides QA dataset generation and evaluation for RAG systems using local or cloud-backed LLMs.

hzyai/ragscore
28 stars
arifOS Constitutional AI Governance System
typescript

Provides production-grade constitutional governance for AI outputs using physics-grounded floors and auditable, pre-execution validation.

ariffazil/arifos
28 stars
AI Interaction Tool -
python

Provides a local MCP server that enables interactive AI sessions with file and image attachments and tag-based outputs.

khaihuynhvn/mcp-server_ai-interaction
28 stars
A-MEM
other

Provides a self-evolving memory system for coding agents with a growing knowledge graph and advanced search capabilities.

diaaaj/a-mem-mcp
28 stars
Umbraco
typescript

Provides MCP access to the Umbraco Management API for AI-assisted back office tasks.

umbraco/umbraco-cms-mcp-dev
28 stars
Code-Index-MCP Server
python

Provides a local-first code indexer with multi-language support and optional semantic search for fast code intelligence.

viperjuice/code-index-mcp
28 stars
OCR
python

Provides OCR capabilities via MCP with Tesseract support; accepts image files, URLs, or raw bytes.

rjn32s/mcp-ocr
28 stars
Laravel MCP SDK Server
php

Provides a Laravel-based MCP server with tools, resources, prompts, progress tracking, and logging for AI model interactions.

mohamedahmed01/laravel-mcp-sdk
28 stars
Votars
go

MCP for https://votars.ai

scarletlabs-ai/votars-mcp
28 stars
Rimcp Hybrid
other

Provides a local MCP server to search RimWorld code and XMLDefs with mixed lexical, semantic, and graph-based navigation.

h7lu/rimcp_hybrid
28 stars
MCP Websocket Server
python

Provides an HTTP MCP data endpoint on port 8080 and a WebSocket push update channel on port 8765 for real-time data delivery.

virajsharma2000/mcp-websocket
28 stars
Framer Plugin
javascript

A Model Context Protocol (MCP) server for creating and managing Framer plugins with web3 capabilities

sheshiyer/framer-plugin-mcp
28 stars
Outsource MCP
python

Give your AI assistant its own AI assistants.

gwbischof/outsource-mcp
28 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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