#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。
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。
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
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.
monotykamary/pi-fabricA programmable tool and agent runtime for Pi
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.
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.
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
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
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.
100yenadmin/Lossless-Codex-Orchestrator-LCOIndex, search, summarize, and approval-gate local Codex sessions through OpenClaw/MCP. Agent-first recall and dry-run orchestration for Codex-heavy work.
cubeplexai/cubepiCubePi — An async-first Python agent kernel inspired by Pi, built for coding agents, tools, and continuous sessions.
hunhee98/pluckMCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup
Zizka-ai/ZizkaDBOperational database for AI agents , causal lineage (why()), semantic memory, live dashboards, MCP + Python/TypeScript SDK. Self-host or use db.zizka.ai.
Perseus-Computing-LLC/perseusLive context engine for AI agents: resolve verified workspace state before the context window opens. Pairs with Perseus Vault for persistent encrypted memory. Local-first, MIT. pip install perseus-ctx
anzy-renlab-ai/pronounce🔊 Pronounce developer jargon out loud. 1,650+ entries (kubectl, GIF, JSON, JWT, …), sourced with confidence levels. Bash CLI + VS Code extension + interactive quiz + voice search + MCP server + Claude Code skill.
charlesdove977/carousel-builderBuild branded Instagram carousels end-to-end in Claude Code: Higgsfield generates theme-locked images, Canva assembles the deck, /short-form-caption writes the post copy.
anthony-chaudhary/fakfak — the Fused Agent Kernel: one Go binary that turns a tool-using agent (Claude Code, Codex, Cursor, any OpenAI/Anthropic/MCP client) into a managed agent: cache-stable model traffic, context compaction + crash resume, nanosecond tool-call policy, local GGUF serving with SSD expert offload.
garudust-org/garudust-agent🦅 Open-source AI agent runtime in Rust — Self-hostable with persistent memory, self-improving skills, MCP support, built-in cron, multi-platform messaging & production gateway.
charlieviettq/awesome-agent-skillCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
aovestdipaperino/plankInteractive terminal coding agent in Rust — runs the DeepSeek V4 Flash model locally on macOS (Metal), with a Ratatui TUI, a full tool suite, MCP, and persistent sessions.
Xiaxia1997/mini-claude-code-pythonPython implementation of coding agent core mechanisms, with architecture comparison across Claude Code / Kimi Code / Codex
djtelicloud/grok-mcp-serverLocal-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS Code, Codex & Desktop. xAI API + CLI planes, Control Center.
qingyu321/Little-ClaudeClaude Code 非官方开源桌面客户端——接入 SDK 控制协议,权限卡片审批、多模型切换、多 Tab 会话、视频分析(Tauri 2 + React)
korovin-aa97/talkthrough-mcpDon't write a bug report — record it. Local MCP: screen recording → transcript, frames, OCR, wall-clock evidence for coding agents.
whyiyhw/seekNot just an agent demo — a local coding-agent platform: plan mode, sub-agent teams, cron, memory, MCP. Single Go binary, DeepSeek-native, MIT.
dshakes/compass🧭 Let your coding agent off the leash — not off the rails. Guardrails, a hard budget cap & a self-fixing PR loop for Claude Code / Codex / Gemini. Eval-gated 100/100, you always merge.
RELATED Other topics · full topics ranking →
#claude-code
1,564#ai-agents
1,160#llm
1,071#claude
943#python
806#ai
741#developer-tools
728#codex
521#anthropic
466Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology