#mcp
GitHub repositories that have self-applied the topic "mcp" — a creator-tagged metadata that surfaces how AI projects describe themselves.
REPOS Repos for #mcp (top 40 by stars)
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。
CopilotKit/OpenBotOpen-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.
cbrock84/headcountAn agent organization structured as a company — 15+ departments, 125+ skills, each independently installable, citing the standards and regulators that settle the question. Runs in Claude Code and ChatGPT.
Intuition-Lab/personal-modelBuild your HUMAN.md.
brycewang-stanford/Awesome-Journal-SkillsJournal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。
beizhu-1209/AIHelms企业级 AI 资源纳管平台,提供统一 AI网关、Token调度能力,纳管 OpenAI、Azure、Claude、DeepSeek 等主流模型,并支持 MCP 工具与 Skill 的集中注册分发。具备内外双轨定价、成本归因、统一身份认证、安全审计与效能报表,帮助企业精准控制成本、量化 ROI,高效治理 AI 资产。
undefined-ui/second-brain-osAn AI second brain that maintains itself. Full guide, starter vault, agent skills and scripts for a self-organizing knowledge base in Claude Code and Obsidian.
criptogus/HermesOfficeFree, open-source AI Office suite (Word, Excel, PowerPoint, PDF, Markdown) — macOS build, one-click install
Ikalus1988/MisakaNet📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org
sosoj92/jarvis-assistant-vocalAssistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.
arjun988/blender-skills94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.
timgordontg/engrimThe Universal Cross-Model Episodic Memory Standard. Local-first, project-scoped SQLite engine for Google Antigravity, Claude Code, Cursor, Codex CLI, GitHub Copilot CLI, and OpenCode. Zero cloud lock-in.
fabric-runtime/pi-fabricA programmable tool and agent runtime for Pi
roy-tong/AgentMeasureInspect Codex / Claude logs, verify metering samples and re-count supported billing exports. Free local tools; bounded $10 diagnosis and $20 QA.
azrtydxb/procoderSenior-developer discipline for AI coding agents. A commit gate that counts unchecked as failing, quality controllers that refuse to call unfinished work done, and a lessons loop that closes each escaped bug's class. One Go binary, no runtime deps, works with 20+ agents.
BioTender-max/awesome-bio-agent-skillsA curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.
linora-u/AgentLoomSimple, flexible workflow orchestration for multi-agent AI apps, with YAML configuration, runtime safety, observability, and resume support.
Patdolitse/piia-engramLocal-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
automatis-tools/agents-can-communicateMessages between AI coding sessions in different vendors' clients, such as Claude Code and Codex. Local, open source, no lead agent.
Brenonunesx/agent-pilotAI Agent Toolkit 2026: Smart Device Control for iOS & Android
jaychempan/coding-with-beat🎵 将音乐搬进AI终端 · 打造Coding专属智能DJ · 听歌新范式 · 交互式音乐 |A retro pixel DJ for Claude Code / Codex CLI / Terminal with Apple Music / QQ Music / Local Music — plays music, shows synced lyrics, and 😱 panics when your tests fail.
Socialpranker/agentburnWhich 5-hour window took you out — and where the money goes. Local profiler for Claude Code, OpenClaw & Hermes Agent: usage windows, burn by source (cron/chats/subagents), the overnight bill, why it burns (loops, retries, idle wake-ups), ready config fixes. Zero deps, nothing leaves your machine.
using-system/otelysseyOpenTelemetry plugins for every coding agent, in the Agent Plugins format — a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows your plugin.
tathagat22/plumb-mcpLocal Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Windsurf — works on every plan including Free.
deep-copilot/DeepCopilotCopilot-style AI coding agent for VS Code, powered by DeepSeek V4.
icloudza/algokiller-pluginARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plugin with skills + local MCP server driving the native ak_search engine over GB-scale trace files
inceptyon-labs/gargantuaNative macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.
Laith0003/ux-skillDesign intelligence engine for AI coding tools (Claude Code, Cursor, Windsurf). Deterministic anti-AI-slop linter with 152 rules, 160 brand specs, a 7-axis synthesizer, an MCP server (18 tools), 25 commands, 17 IDEs. Offline, never calls an LLM. MIT.
sshwarts/skillscriptSkillscript — a small declarative language for authoring agent workflows. Runtime, compiler, and CLI.
Octo-Lex/ChatGPT-Web2APIOpenAI-compatible API proxy for ChatGPT web — expose ChatGPT as an MCP server, REST API, and OpenAI SDK endpoint via CDP-driven browser automation
friday-memory/fridayThe open-source persistent cognitive memory layer for AI coding agents. Stop your Cursor, Claude & Copilot from having amnesia.
pepe-agent/pepeAn Elixir/OTP AI agent runtime: define agents, connect any OpenAI-compatible model, and run a tool-calling loop. CLI, HTTP API, web dashboard, Telegram, WhatsApp.
luckeyfaraday/athena-loopsMIT-licensed, backend-agnostic AI agent orchestration loop in Python: orchestrator→worker→reviewer as a deterministic harness. Drive coding-agent backends through an MCP server + CLI.
cubeplexai/cubeloopCubeLoop — a Pythonic, async-native agent harness core designed for high performance, readability, and production-grade persistence.
device-context-protocol/dcpDevice Context Protocol — bridge LLM agents to physical devices. Sub-50-byte frames, 27.6KB flash / 0.6KB RAM measured on ESP32, capability-scoped and safe by design. Complementary to MCP. Paper: arXiv:2605.26159
shitianfang/jev-useClaude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to the LLM
thousandflowers/skillreaperCut context bloat in your AI-agent stack: find and safely prune unused skills, MCP servers and subagents from real transcript evidence
raymondchins/agentmapStop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.
jvogan/motifAn AI-native molecular biology workbench for Claude Science: Claude opens sequence files and prepares analyses on request; you annotate, align, and review them in an interactive workspace.
anzy-renlab-ai/pronounce🔊 Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced dictionary + CLI + VS Code + GitHub Action + MCP + Agent Skill.
RELATED Other topics · full topics ranking →
#claude-code
2,794#ai-agents
2,166#llm
1,683#claude
1,470#python
1,343#developer-tools
1,224#ai
1,023#codex
988#typescript
737Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology