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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
jgravelle/jcodemunch-mcp	2.8K	+3	+22	+96
cocoindex-io/cocoindex-code	3.0K	+3	+21	+230
vitali87/code-graph-rag	5.3K	+3	+21	+106
netease-youdao/LobsterAI	6.2K	+3	+20	+80
alibaba/nacos	33.5K	+3	+20	+68

Explore repositories

Showing 201–250 of 441 tracked repositories.

jgravelle/jcodemunch-mcp

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client.

cocoindex-io/cocoindex-code

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!

★ 3.0K+3 todayPython

mcp claude-code

vitali87/code-graph-rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

netease-youdao/LobsterAI

Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built on OpenClaw; runs tools on your real desktop and takes commands from your phone via WeChat, Feishu, DingTalk & Telegram.

★ 6.2K+3 todayTypeScript

alibaba/nacos

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

★ 33.5K+3 todayJava

skalesapp/skales

Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of agents and humans across paired desktops. Agent2Agent, MCP, computer use, voice, local LLMs (Ollama), Agent Skills (SKILL.md). 26 AI providers, BYOK. No Docker, no terminal.

★ 2.2K+3 todayUnknown

ag2ai/ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

★ 5.0K+3 todayPython

Sylinko/Everywhere

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

★ 6.3K+3 todayC#

beelzebub-labs/beelzebub

A secure low code deception runtime framework, leveraging AI for System Virtualization.

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

chubbyguan/chubbyskills

把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 14 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU、RSS/YouTube 订阅调度与每日情报简报，附带知识库 MCP server。｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, feed subscriptions with daily digests, and a KB MCP server.

★ 1.3K+3 todayPython

the-open-agent/openagent

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

★ 5.7K+3 todayGo

kevinpbuckley/VibeUE

Unreal Engine Vibe Coding tool

UnicomAI/wanwu

China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and also supports model management. The platform features a developer-friendly license, and we welcome all developers to build upon the platform.

★ 2.4K+3 todayGo

iflytek/astron-rpa

Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.

★ 5.3K+3 todayPython

TokenRhythm/opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

★ 7.1K+3 todayPython

agentlas-ai/Agentlas-OS

Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.

Syenzzz/mcd-coupon-strategist

麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。

★ 992+2 todayPython

holaboss-ai/holaOS

Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps, browser, local files — with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first: your data never leaves your machines.

patchy631/ai-engineering-hub

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

★ 38.5K+2 todayJupyter Notebook

ai machine-learning

hashgraph-online/hol-guard

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.

bytebase/dbhub

Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.

★ 3.7K+2 todayTypeScript

relaticle/relaticle

Open-source CRM with native AI agent support. 37 MCP tools, REST API, self-hosted. Built with Laravel & Filament

★ 1.8K+2 todayPHP

mcp-use/mcp-use

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

LING71671/open-reverselab

Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.

Abilityai/trinity

Self-hosted AI Agents Platform for AI Native companies. Claude Code, Codex, Gemini, OpenCode agents. Apache 2.0.

oxbshw/watch-skill

Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.

osaurus-ai/osaurus

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

★ 8.1K+2 todaySwift

xpf0000/FlyEnv

Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.

lucasastorian/llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

★ 1.7K+2 todayPython

razzant/ouroboros

Ouroboros — self-creating AI agent. Born Feb 16, 2026.

openflowkit/openflowkit

Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local one, let Claude Code edit it live over MCP, or map a GitHub repo with every arrow cited to a file and line. MIT, local-first, no account.

★ 916+2 todayTypeScript

okf-memory/okf-agent-memory

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

★ 843+2 todayGo

JetBrains/koog

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

★ 4.6K+2 todayKotlin

symgraph/GhidrAssistMCP

An native MCP server extension for Ghidra

★ 793+2 todayJava

arabold/docs-mcp-server

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

★ 1.8K+2 todayTypeScript

nextlevelbuilder/goclaw

GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.

★ 3.7K+2 todayGo

DenisSergeevitch/agents-best-practices

Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

★ 2.4K+2 todayUnknown

stripe/ai

One-stop shop for building AI-powered products and businesses with Stripe.

★ 2.0K+2 todayTypeScript

2akouwu/reverify

Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.

bytechefhq/bytechef

Open-source AI agents and workflow automation. Self-host or embed in your SaaS. Apache 2.0 alternative to n8n and Zapier.

★ 1.1K+2 todayJava

Syngnat/GoNavi

High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。

hanlulong/awesome-ai-for-economists

A curated list of AI tools, agent skills, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the OpenEcon team.

★ 689+2 todayUnknown

yoanbernabeu/grepai

Semantic Search & Call Graphs for AI Agents (100% Local)

★ 1.9K+2 todayC

keyuchen21/agentic-engineering-handbook

The definitive OpenAI, Claude, MCP, Harness, Evals, and Production Agent Systems learning roadmap.

★ 567+2 todayPython

xyTom/coding-tools-mcp

Give any AI agent the ability to code

★ 1.2K+2 todayPython

repoprompt/repoprompt-ce

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

★ 971+2 todaySwift

dosco/graphjin

One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code

★ 3.2K+2 todayGo

cporter202/agentic-ai-apis

The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. Stop wasting weeks building infrastructure. Plug these in and ship your agent today.

★ 665+2 todayJavaScript

MicrosoftDocs/mcp

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

★ 2.0K+2 todayTypeScript