MCP
MCP is tracked as part of Agent frameworks, measuring its mention/usage across GitHub AI repos.
REPOS Repos using / mentioning MCP (Top 30 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。
Intuition-Lab/personal-modelBuild your HUMAN.md.
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。
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。
modiqo/waggleAttributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.
Ikalus1988/MisakaNet📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org
KevRojo/DulusDulus Ai — Free Agentic AI, Making Gemini web cappable of running bash commands in your terminal! [Gui, Web, Cli, Telegram, 2,000 MCP, 100K Skills . LiteLLM (100+ providers), local models via Ollama, /lang in 34 languages, Mesa Redonda, voice, OCR, MemPalace, embedded sandbox OS.]
fitchmultz/pi-cursor-sdkRun Cursor's agent loop inside the pi coding agent via local Cursor SDK agents, with native model selection, thinking controls, fast/plan modes, image input, and MCP-bridged pi tools.
thecodacus/understoryunderstory — memory that grows. Self-wiring, plain-markdown memory for AI agents (MCP + local models + a living graph).
Whfkl/Abaqus-Control-MCP让 AI 可以驱动 Abaqus建模。Connect Claude, Cursor, and other MCP clients directly to your active Abaqus/CAE session.
Patdolitse/piia-engramLocal-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Brenonunesx/agent-pilotAI Agent Toolkit 2026: Smart Device Control for iOS & Android
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.
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.
EliasOulkadi/shokunin職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.
monotykamary/pi-fabricA programmable tool and agent runtime for Pi
Moh4696/50-essential-mcp-serversa curated, browsable reference of 50 essential MCP servers for claude, gemini & codex — install commands, official links, and the gotchas that matter
louchi1984-coder/deepseek-claude-code-worker-mcpDeepSeek V4 code worker MCP for Codex Desktop, powered by Claude Code
linora-u/AgentLoomSimple, flexible workflow orchestration for multi-agent AI apps, with YAML configuration, runtime safety, observability, and resume support.
arjun988/blender-skills94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.
madguyevans-creator/resale-agent-skill-hubAI-powered multi-platform C2C resale toolkit — 8 Claude Code skills + MCP server for automating second-hand selling
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
ayush016/android-lead-agent-skillsAI coding skills and prompts for Android lead engineers, works with Claude, GitHub Copilot, Gemini, and Cursor. Covers Jetpack Compose, shared element transitions, beautiful UI, architecture decisions, code reviews, and MCP integration.
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.
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.
sshwarts/skillscriptSkillscript — a small declarative language for authoring agent workflows. Runtime, compiler, and CLI.
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.
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.
thousandflowers/skillreaperCut context bloat in your AI-agent stack: find and safely prune unused skills, MCP servers and subagents from real transcript evidence
A "mention" means the repo description, topics, or README summary contains the string "MCP".
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Aggregated from latest content snapshots of AI-relevant repos (AI score ≥ 40). methodology