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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
langgenius/dify	159.7K	+99	+665	+2,387
Snailclimb/JavaGuide	159.3K	+31	+140	+387
open-webui/open-webui	157.0K	+118	+670	+3,599
farion1231/cc-switch	149.4K	+411	+2,574	+11,886

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

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

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

open-webui/open-webui

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

★ 157.0K+118 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

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

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

paperclipai/paperclip

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

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

lobehub/lobehub

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

★ 83.5K+24 todayTypeScript

netdata/netdata

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

★ 81.2K+44 todayGo

ai machine-learning

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.

rohitg00/ai-engineering-from-scratch

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

upstash/context7

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

★ 63.8K+53 todayTypeScript

sansan0/TrendRadar

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

★ 63.2K+22 todayPython

MemPalace/mempalace

The best-benchmarked open-source AI memory system. And it's free.

★ 59.8K+9 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

mudler/LocalAI

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

★ 50.0K+25 todayGo

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

jeecgboot/JeecgBoot

【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

★ 48.3K+9 todayJava

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.

zhayujie/CowAgent

Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.

★ 47.6K+16 todayPython

anthropics/claude-plugins-official

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

★ 44.9K+202 todayPython

mcp claude-code

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

tinyhumansai/openhuman

The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS.

★ 42.4K+16 todayRust

mindsdb/mindshub

The unified workspace where open-source models get things done for you.

★ 39.8K+0 todayMakefile

patchy631/ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

★ 38.5K+2 todayJupyter Notebook

ai machine-learning

HKUDS/Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

★ 36.9K+111 todayPython

can1357/oh-my-pi

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

★ 36.8K+121 todayTypeScript

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

DayuanJiang/next-ai-draw-io

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

★ 36.4K+20 todayTypeScript

agentscope-ai/agentscope

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

★ 34.4K+234 todayPython

alibaba/nacos

an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.

★ 33.5K+3 todayJava

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.

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

tirth8205/code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

★ 32.4K+25 todayPython

ComposioHQ/composio

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

★ 30.8K+8 todayTypeScript

labring/FastGPT

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

★ 29.9K+8 todayTypeScript

mastra-ai/mastra

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

★ 29.1K+35 todayTypeScript

yamadashy/repomix

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

★ 29.0K+11 todayTypeScript

QwenLM/qwen-code

An open-source AI coding agent that lives in your terminal.

★ 28.8K+21 todayTypeScript

OtterMind/Chat2DB

Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.

★ 28.3K+6 todayJava

PrefectHQ/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

★ 28.2K+7 todayPython

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

pascalorg/editor

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

★ 25.1K+15 todayTypeScript

flipped-aurora/gin-vue-admin

🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台，企业级业务AI+开发解决方案，内置mcp辅助服务，内置skills管理，支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。

★ 25.1K+3 todayGo

NirDiamant/GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

dipakkr/awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

screenpipe/screenpipe

YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context

NirDiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.