31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Bloodshed-Rain/TheMAGI themagi.gg Local-first AI coaching for Super Smash Bros. Melee from Slippi .slp replays. | 8 | Claude Code, Codex, OpenCode | 10 | 4,038 tok |
| luiscarbonel1991/nlp2sql Enterprise-ready Natural Language to SQL converter with multi-provider AI support (OpenAI, | 8 | Claude Code | 5 | 1,413 tok |
| PMDevSolutions/Aurelius A Claude Code toolkit for building React apps, from Figma designs to shipped product. Ship | 8 | Claude Code | 3 | 7,608 tok |
| 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 |
| 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 |
| PagerDuty/claude-code-plugins PagerDuty's public repository for claude code plugins | 7 | Claude Code | 1 | 1,954 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 |
| paarths-collab/github-pr-context-mcp AI-Powered Repository Memory | 7 | Claude Code, Codex, GitHub Copilot, Cursor | 4 | 578 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 |
| 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 |
| 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 |
| Komdosh/komnet npmjs.com Git-backed message bus for AI coding agents — Claude Code, Cursor and Codex coordinate asy | 7 | Claude Code | 1 | 2,458 tok |
| armelhbobdad/oh-my-skills armelhbobdad.github.io Curated collection of agentskills.io-compliant, version-pinned agent skills — generated an | 7 | Claude Code | 1 | 1,247 tok |
| chrisgagne/grounded-forge Project once, retrieve distillations, create tools: a pre-loading retrieval architecture a | 7 | Claude Code, Codex, OpenCode | 4 | 4,773 tok |
| redwoodmeridian/nexus-for-meta redwoodmeridian.github.io Connect your Facebook Ads, Pages, Instagram and lead forms to Claude Code. Ask about spend | 7 | Claude Code | 1 | 1,068 tok |
| mblode/ghostwriter Draft messages that read as you wrote them, not as a model did. | 7 | Claude Code, Codex, OpenCode | 2 | 336 tok |
| deancourse/user-dot-agents Centralized version-controlled Claude Code user-level settings (skills / hooks / settings. | 7 | Claude Code | 1 | 522 tok |
| yegor256/dogent Command line linter for your agentic manifestos, like SKILL.md and CLAUDE.md | 7 | Claude Code | 1 | 306 tok |
| teamtinvio/jaz-ai jaz.ai Complete agent stack for Jaz. Plugins, Skills, MCP tools, and CLI for Claude Code, Cowork, | 7 | Claude Code, Codex, OpenCode | 1 | 632 tok |
| snapsynapse/skill-provenance skillprovenance.dev Version identity and integrity verification for Agent Skills. Tracks versions, detects sta | 7 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,306 tok |
| OpenLatch/saferskills saferskills.ai Every AI skill, independently scanned. Public, open-source trust scoring for skills, MCP s | 7 | Claude Code | 5 | 2,592 tok |
| CodandoTV/awesome-ai-coding-assistants-playbook A centralized map of references for configuring AI coding assistants — skills, instruction | 7 | Claude Code | 1 | 831 tok |
| JasonCodeMaker/Agentic-Research-Control-Panel Local control plane for governed AutoResearch in real repos: human-approved scope, live ex | 7 | Claude Code, Codex, OpenCode | 2 | 1,894 tok |
| AgentiaPT/vela-slides agentiapt.github.io Vela Slides - AI Powered presentation App and Agent Skill | 7 | Claude Code | 4 | 5,169 tok |