Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

4,509 servers

Playwright logo

Playwright

microsoft/playwright

72.2k

Playwright is a framework for web automation and testing. It drives Chromium, Firefox, and WebKit with a single API — in your tests, in your scripts, and as a tool for AI agents.

Developer Tools
repomix logo

repomix

yamadashy/repomix

15.2k

Repomix is a tool that packs a codebase into an AI-friendly format, supporting local and remote repository processing and providing code compression, security checks and multiple output formats.

Developer Tools
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UI-TARS-desktop

bytedance/UI-TARS-desktop

12.9k

TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).

Developer Tools
blender logo

blender

ahujasid/blender-mcp

10.6k

formerly blender-mcp — the PyPI package is now mcp-for-blender. Existing setups keep working; no config change is required. Read more.

Developer Tools
Playwright Browser Automation logo

Playwright Browser Automation

microsoft/playwright-mcp

9.2k

A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models.

Developer Tools
2344 logo

2344

comet-ml/opik

7k

Opik is the open-source LLM observability and evaluation platform for AI agent tracing, LLM evaluation, prompt management, and production monitoring. Built by Comet. Apache-2.0 licensed, free to self-host the full platform, with 20,000+ GitHub stars.

Developer Tools
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figma-context-MCP

GLips/Figma-Context-MCP

6k

Give Cursor and other AI-powered coding tools access to your Figma files with this Model Context Protocol server.

Developer Tools
HAN JIE logo

HAN JIE

hedge-dev/XenonRecomp

6k

XenonRecomp is a tool that converts Xbox 360 executables into C++ code, which can then be recompiled for any platform.

Developer Tools
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context7

upstash/context7

4.8k

LLMs rely on outdated or generic information about the libraries you use. You get.

Developer Tools
MCP Go logo

MCP Go

mark3labs/mcp-go

4.2k

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

Developer Tools
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fastapi_mcp

tadata-org/fastapi_mcp

4.1k

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

Developer Tools
Browser Tools MCP logo

Browser Tools MCP

AgentDeskAI/browser-tools-mcp

3.8k

Give your AI coding agent eyes on the browser. BrowserTools MCP streams console output, network activity, screenshots and Lighthouse audits from your real Chrome session — the one already logged into your app — to any MCP-compatible client: Cursor, Claude Code, Windsurf, Cline, Zed, Gemini CLI, and others.

Developer Tools
eino logo

eino

cloudwego/eino

3.4k

Eino['aino] is an LLM application development framework in Golang. It draws from LangChain, Google ADK, and other open-source frameworks, and is designed to follow Golang conventions.

Developer Tools
core logo

core

opensumi/core

3.3k

A framework helps you quickly build AI Native IDE products.

Developer Tools
MCP Playwright logo

MCP Playwright

executeautomation/mcp-playwright

3.3k

A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages, take screenshots, generate test code, web scrapes the page and execute JavaScript in a real browser environment.

Developer Tools
Firecrawl MCP Server logo

Firecrawl MCP Server

mendableai/firecrawl-mcp-server

2.8k

A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

Developer Tools
AWS Labs Cost Analysis MCP Server logo

AWS Labs Cost Analysis MCP Server

awslabs/mcp

2.5k

A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

Developer Tools
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solon

opensolon/solon

2.5k

700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; It also supports java8 ~ java26, native runtime.

Developer Tools
CLI (Desktop Commander) logo

CLI (Desktop Commander)

wonderwhy-er/desktopcommandermcp

2.1k

Work with code and text, run processes, and automate tasks, going far beyond other AI editors - while using host client subscriptions instead of API token costs.

Developer Tools
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refact

smallcloudai/refact

1.9k

Open-source, local-first AI coding assistant for IDE chat, autonomous agent workflows, and tool-powered development.

Developer Tools
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Unity MCP

justinpbarnett/unity-mcp

1.8k

Create your Unity apps with LLMs. MCP for Unity bridges AI assistants — Claude, Codex, VS Code, local LLMs, and more — with your Unity Editor via Model Context Protocol. Give your LLM the tools to manage assets, control scenes, edit scripts, run tests, and automate your game dev workflows.

Developer Tools
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Genkit

firebase/genkit

1.7k

Genkit is an open-source framework for building full-stack AI-powered applications, built and used in production by Google's Firebase. It provides SDKs for multiple programming languages with varying levels of stability.

Developer Tools
Ida Pro MCP logo

Ida Pro MCP

mrexodia/ida-pro-mcp

1.7k

Simple MCP Server to allow vibe reversing in IDA Pro.

Developer Tools
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Awesome MCP Zh Myh

yzfly/Awesome-MCP-ZH

1.6k

Awesome-MCP-ZH is a collection of MCP (Model Context Protocol) resources built for Chinese users, including basic introductions to MCP, usage, clients, servers and community resources to help users get started with MCP quickly.

Developer Tools