43,652 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| rebel0789/Memory-Recall npmjs.com Local-first repo memory and context for coding agents. | 8 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,717 tok |
| FuZhiyu/superRA An agentic workflow for economic research | 8 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,692 tok |
| brambora69123/electrical-age-rewired A port of the classic Minecraft mod. Introducing, Electrical Age: Re-Wired! | 8 | Gemini CLI | 1 | 964 tok |
| L337-org/docker-mcp Docker-MCP-Server - An MCP server covering the full management surface of Docker. Manage, | 7 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 9,140 tok |
| shofer-dev/claude-code-live-memory shofer.dev A cheap, always-on model that learns your repo — so your agent stops re-reading it. | 7 | Claude Code, Codex, OpenCode | 2 | 1,257 tok |
| zoom/zoom-plugin Claude plugin for planning, building, and debugging Zoom integrations across REST APIs, SD | 7 | Codex, OpenCode | 1 | 436 tok |
| PagerDuty/claude-code-plugins PagerDuty's public repository for claude code plugins | 7 | Claude Code | 1 | 1,954 tok |
| C-Jeril/framer-motion-skills kuakua.app AI skills for [Framer Motion](https://www.framer.com/motion/) (React animation library). T | 7 | Codex, GitHub Copilot, OpenCode | 4 | 1,027 tok |
| boldprojekte/franke_skills Agent-first CLI that runs Codex, Claude Code, and Grok as detached coding workers, while a | 7 | Codex, OpenCode | 1 | 35 tok |
| goadesign/goa-ai goa.design Design-first agentic systems in Go: declare agents, tools, MCP servers, policies, and stru | 7 | Claude Code, Codex, OpenCode | 2 | 3,815 tok |
| elizaOS/prr sits on your PR and won't get up until it's ready | 7 | Codex, OpenCode | 1 | 8,061 tok |
| tjdrhs90/rn-launch-harness Claude Code plugin that automates the entire React Native app lifecycle — from market rese | 7 | Claude Code | 1 | 881 tok |
| FabianTinkl/AbletonMCP MCP server for AI-powered Ableton Live control via Claude Desktop. Features MIDI compositi | 7 | Claude Code | 1 | 872 tok |
| jakubs2623/notebooklm-skill Connect NotebookLM research with Claude to generate structured content from URLs, PDFs, an | 7 | Codex, OpenCode | 1 | 805 tok |
| paarths-collab/github-pr-context-mcp AI-Powered Repository Memory | 7 | Claude Code, Codex, GitHub Copilot, Cursor | 4 | 578 tok |
| Benknightdark/neo-skills neo-blog-iota.vercel.app Reusable AI Agent skills library covering software development, architecture design, code | 7 | Codex, OpenCode | 1 | 777 tok |
| Omnidim/omnidim-mcp-server omnidim.io Official MCP server for OmniDimension. Connect Claude, Cursor, and any MCP client to your | 7 | Claude Code | 1 | 493 tok |
| PierreJanineh/TechDebtMCP pierrejanineh.github.io MCP server for analyzing and managing technical debt in codebases via the Model Context Pr | 7 | Claude Code, GitHub Copilot | 7 | 8,684 tok |
| shipstatic/mcp mcp.shipstatic.com MCP server for instant static site deploys from AI agents — free, no account needed | 7 | Claude Code, Codex, OpenCode | 2 | 11,193 tok |
| zenithpd/agent-sessions 🚀 Monitor your Claude Code sessions effortlessly on macOS with real-time status updates a | 7 | Claude Code | 1 | 25 tok |
| adrianczuczka/mason Mason builds context for LLMs — smart file sampling, concept maps, and change impact analy | 7 | Claude Code | 2 | — |
| ChristopherDavenport/unblink Pure-Go browser for AI: fetch pages, optionally render JS (no Chromium), get clean token-b | 7 | Claude Code | 1 | 5,821 tok |
| altmetric/altmetric-mcp MCP server for Altmetric APIs - retrieve citation metrics and research output data for AI | 7 | Claude Code, Codex, OpenCode | 2 | 3,292 tok |
| overstarry/qweather-mcp jasminides.com | 7 | Codex, OpenCode | 1 | 534 tok |
| cdeust/zetetic-team-subagents ai-architect.tools Cross-platform evidence synthesis for Codex, Gemini CLI, and Claude Code, plus a full Clau | 7 | Claude Code | 1 | 259 tok |
| pranav8494/team-of-agents A team of agents to support SDLC of a project. | 7 | Claude Code | 1 | 75 tok |
| hovecapital/read-only-local-mysql-mcp-server | 7 | Claude Code | 1 | 1,129 tok |
| Aboudjem/ui-ux-suite ESLint for design. Finds the exact line, the measured wrong value, and the exact fix. 12 w | 7 | Claude Code, Codex, OpenCode | 2 | 5,395 tok |
| ouob-tw/LoopAgentTeams Spec-driven multi-agent teamwork for any skills-capable agent (Claude Code, Codex, and mor | 7 | Claude Code, Codex, OpenCode | 2 | 25 tok |
| BenAHammond/code-auditor-mcp Architectural invariants and code quality analysis, enforced inside your AI agent's edit l | 7 | Claude Code | 1 | 1,670 tok |
| qfoldit/UEFN-TOOLBELT The ultimate, ever-expanding Swiss Army Knife for the UEFN Python API (358+ tools register | 7 | Claude Code, Codex, OpenCode | 5 | 7,687 tok |
| piiiico/proof-of-commitment getcommit.dev Supply chain security risk scorer for npm, PyPI, Cargo, and Go — behavioral signals that c | 7 | Claude Code | 1 | 1,166 tok |
| AceDataCloud/NanoBananaMCP platform.acedata.cloud MCP server for Nano Banana AI image generation and editing via Ace Data Cloud. | 7 | Claude Code, GitHub Copilot | 2 | 814 tok |
| AvinashP/AgentsAtlas Minimal workflow for building production-ready projects with Claude Code & Codex. 8 comman | 7 | Claude Code, Codex, OpenCode | 2 | 489 tok |
| 0xMassi/claude-skills Twelve Claude Code skills enforcing strict code quality, security, and modern language pat | 7 | Claude Code | 1 | 491 tok |
| viknesh20-20/claude-code-tool-kit viknesh20-20.github.io Production-ready Claude Code configuration. 12 original agents, 200+ slash-command skills, | 7 | Claude Code | 2 | 686 tok |
| ngvoicu/kluris kluris.io Turn AI agents into team SMEs. Kluris builds a shared, human-curated knowledge brain (deci | 7 | Claude Code, Codex, OpenCode | 2 | 5,217 tok |
| peppesilletti/skills AI agent skills for modern product engineers | 7 | Claude Code | 1 | 290 tok |
| conversiontools/agent-skills skills.sh @conversiontools agent skills | 7 | Gemini CLI | 1 | 519 tok |
| Kaguara/emerging-market-skills Agent skills for building software that works on the other five billion phones. | 7 | Codex, OpenCode | 1 | 2,349 tok |
| apresmoi/jianglens jianglens.com Agentic Organization Research Project - Jiang Lens is an independent research and reading | 7 | Codex, OpenCode | 1 | 2,332 tok |
| geekjourneyx/gcli Production-ready Gmail read-only CLI in Go with OAuth2 login, Gmail query search, and JSON | 7 | Codex, OpenCode | 1 | 142 tok |
| kaisers-io/refs npmjs.com Gives coding agents the real source of your dependencies, not a guess. | 7 | Claude Code, Codex, OpenCode | 2 | 2,122 tok |
| rgourley/quant-garage Analyst workflows as Claude skills. 62+ tools and 8 workflows spanning earnings, comps, va | 7 | Claude Code | 1 | 2,099 tok |
| claude-genasis/genasis claude-genasis.github.io Bolt-on agentic team layer for Claude Code (claude-code-plugins / claude-code-subagents) — | 7 | Claude Code | 1 | 4,742 tok |
| benmarte/codemunch Zero-config, token-efficient code exploration for Claude Code — no MCP server, no Python, | 7 | Claude Code | 1 | 469 tok |
| ttttonyhe/autogrind ✊ Let your agent grind on your projects 24x7 fully autonomously | 7 | Claude Code | 1 | 5,886 tok |
| H-Ali13381/tier-1-2-3-skill-system Tier 1/2/3 system for designing agent skills. | 7 | Codex, OpenCode | 1 | 195 tok |
| bricerising/enterprise-software-playbook bricerising.github.io Composable agent skills (playbooks) for building enterprise-grade web services — covering | 7 | Codex, OpenCode | 1 | 445 tok |
| hellogxp/skill-runtime-intelligence Evidence-graded runtime panorama and diagnosis for Agent Skills | 7 | Codex, OpenCode | 1 | 270 tok |