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mcp GitHub repositories

Explore 441 tracked GitHub repositories tagged mcp. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 9,183 stars since the previous daily snapshot.

Tracked repositories: 441
Total stars: 4,343,289
Stars gained · 7 days: +68,504
Stars gained · 30 days: +232,259

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Star activity for mcp repositories on this page
Repository	Total stars	Today	7 days	30 days
affaan-m/ECC	290.9K	+1,042	+5,969	+22,463
Graphify-Labs/graphify	137.0K	+829	+6,747	+15,085
farion1231/cc-switch	149.4K	+411	+2,574	+11,886
paperclipai/paperclip	108.0K	+356	+2,776	+7,061
AstrBotDevs/AstrBot	44.2K	+349	+1,739	+3,062

Explore repositories

Showing 1–50 of 441 tracked repositories.

affaan-m/ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

★ 290.9K+1,042 todayJavaScript

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

★ 137.0K+829 todayPython

farion1231/cc-switch

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

paperclipai/paperclip

The open-source app everyone uses to manage agents at work

AstrBotDevs/AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

★ 44.2K+349 todayPython

rohitg00/ai-engineering-from-scratch

Learn AI Engineering! Learn it. Build it. Ship it for others.

xerj-org/xerj

AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

agentscope-ai/agentscope

Build and run agents you can see, understand and trust.

★ 34.4K+234 todayPython

bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

★ 56.2K+226 todayPython

agentscope-ai/QwenPaw

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

★ 36.6K+216 todayTypeScript

anthropics/claude-plugins-official

Official, Anthropic-managed directory of high quality Claude Code Plugins.

★ 44.9K+202 todayPython

mcp claude-code

apify/apify-mcp-server

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

★ 13.5K+183 todayTypeScript

CopilotKit/OpenBot

Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

★ 7.4K+169 todayTypeScript

superdesigndev/treg

OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

★ 6.4K+148 todayPython

simonlin1212/Vibe-Research

Vibe-Research：A 股、美股、港股的投研工作台 · 自选与持仓、每日复盘、产业资讯、产业研究、个股深挖、回测、研报库，168 个数据端点。支持 Claude Code、Codex、WorkBuddy 订阅或任意模型 API。 | A research workbench for China A-shares, US and HK stocks.

★ 3.1K+135 todayTypeScript

mksglu/context-mode

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

can1357/oh-my-pi

⌥ Coding agent with the IDE wired in. Built by Stencil Labs.

★ 36.8K+121 todayTypeScript

open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

★ 157.0K+118 todayPython

dagoSte/squadra

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

HKUDS/Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

★ 36.9K+111 todayPython

corsairdev/corsair

Connect your users to their apps

★ 15.7K+109 todayTypeScript

langgenius/dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

★ 159.7K+99 todayPython

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

browser-use/browser-use

Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

★ 119.3K+97 todayPython

ahujasid/mcp-for-blender

Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

★ 32.5K+95 todayPython

CursorTouch/Windows-MCP

MCP Server for Computer Use in Windows

★ 10.5K+91 todayPython

DeusData/codebase-memory-mcp

Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

unclecode/crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. Join our Discord https://discord.gg/VuxzM8mtf

★ 86.4K+85 todayPython

nano-muse/nanoMuse

nanoMuse: an open-source personal agent for every device you own. One agent with a name and a look of its own that does things, keeps working while the app is closed, remembers you, and asks before anything you cannot undo. On Android, iPhone and iPad, Windows / macOS / Linux and in the browser; your phone's screen and your computer as its hands.

★ 2.7K+84 todaySwift

trhhubsd/ARTEX

ARTEX · AI autonomous penetration testing system (multi-agent LLM, Go + Next.js) · AI 自主渗透测试系统 · 百度 agent+ 攻防挑战赛冠军

KKKKhazix/AIHOT

一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。

★ 8.7K+58 todayTypeScript

wanshuiyin/Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

zhuyansen/new-term-radar

Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.

★ 1.9K+55 todayPython

upstash/context7

Context7 Platform -- Up-to-date docs for AI agents

★ 63.8K+53 todayTypeScript

hanzohanzhe/Grandet

Find the cheapest API for any model and connect it from your AI agent: Grandet Skill and an anonymous MCP server, backed by listed prices from 1,800+ official, inference and relay providers on grandet.ai.

★ 883+50 todayJavaScript

netdata/netdata

The fastest path to AI-powered full stack observability, even for lean teams.

★ 81.2K+44 todayGo

ai machine-learning

liyupi/ai-guide

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

★ 21.7K+41 todayJavaScript

pardnchiu/Agenvoy

A local AI agent harness in Go that runs 24/7 with auto-built tools, MCP, and Ollama

★ 602+41 todayGo

miuuyy/Octopus-SI-OS

A self-evolving agentic OS. A new architecture for agent execution, built on operating-system principles, with the harness as a path toward superintelligence.

★ 587+38 todayRust

trailhq/Trail-Code

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

★ 10.8K+36 todayTypeScript

mastra-ai/mastra

Mastra is the modern TypeScript framework for AI-powered applications and agents.

★ 29.1K+35 todayTypeScript

mobile-next/mobile-mcp

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

★ 10.1K+35 todayTypeScript

mcp claude-code

Gentleman-Programming/gentle-ai

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Organic-Driven Development, curated skills, MCP servers, personas, and optional bounded review. Open source, no agent lock-in.

★ 8.1K+33 todayGo

WenyuChiou/awesome-agentic-ai-zh

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

Snailclimb/JavaGuide

Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

★ 159.3K+31 todayJavaScript

1jehuang/jcode

High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows

★ 21.3K+30 todayRust

didilili/ai-agents-from-zero

🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化

★ 5.6K+30 todayPython

homeassistant-ai/ha-mcp

The Unofficial and Awesome Home Assistant MCP Server

★ 5.3K+30 todayPython

CoplayDev/unity-mcp

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

★ 15.5K+27 todayC#