43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708
All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| matlab/simulink-agentic-toolkit The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work | 1,076 | Codex, OpenCode | 1 | 402 tok |
| coldteadotai/pr-lens prlens.dev Review code 100X faster. Lens draws every PR as animated architecture and data-flow walkth | 1,076 | Claude Code, Codex, OpenCode | 3 | 1,500 tok |
| FalkorDB/QueryWeaver app.queryweaver.ai An open-source Text2SQL tool that transforms natural language into SQL using graph-powered | 1,075 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,912 tok |
| Rain120/qq-music-api rain120.github.io QQ Music API implemented with koa2. | 1,073 | Claude Code, Codex, OpenCode | 3 | 2,444 tok |
| duanyytop/agents-radar duanyytop.github.io Daily AI ecosystem digest from 10 sources (GitHub, ArXiv, HN, HuggingFace, Product Hunt, D | 1,072 | Claude Code, Codex, OpenCode | 2 | 7,079 tok |
| raindrop-ai/workshop raindrop.ai Give your coding agent the power to write and run agent evals. | 1,070 | Codex, OpenCode | 1 | 451 tok |
| marcus/sidecar Use sidecar next to CLI agents for diffs, file trees, conversation history, and task manag | 1,070 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,460 tok |
| boyter/cs codespelunker - CLI code search tool that understands code structure and ranks results by | 1,069 | Claude Code | 1 | 1,022 tok |
| officecli/officedex officecli.io OfficeDex is the first Al-Native VibeOfficing platform for documents, slides, and spreads | 1,068 | Claude Code | 1 | 266 tok |
| microsoft/lets-learn-mcp-python aka.ms MCP Python Tutorial | 1,067 | GitHub Copilot | 1 | 1,116 tok |
| entropyconquers/react-native-reanimated-dnd reanimated-dnd-docs.vercel.app A powerful, performant drag-and-drop library for React Native built on Reanimated 4 and Ge | 1,066 | Claude Code | 1 | — |
| K9i-0/ccpocket k9i-0.github.io Mobile client for Codex and Claude — control coding agents from your phone via WebSocket b | 1,066 | Claude Code, Codex, OpenCode | 25 | 1,297 tok |
| openops-cloud/openops openops.com The batteries-included, No-Code FinOps automation platform, with the AI you trust. | 1,065 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 3,937 tok |
| jarrodwatts/claude-code-config My personal Claude Code configuration - rules, hooks, agents, skills, and commands | 1,064 | Claude Code | 1 | 4,064 tok |
| MicrosoftDocs/windows-driver-docs learn.microsoft.com The official Windows Driver Kit documentation sources | 1,064 | GitHub Copilot | 1 | 2,058 tok |
| metaskills/experts unremarkable.ai Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them toget | 1,063 | Cursor | 1 | 371 tok |
| vstorm-co/pydantic-deepagents vstorm-co.github.io Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework be | 1,062 | Claude Code | 1 | 4,259 tok |
| microsoft/agentrc Get your repo ready for AI. | 1,061 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 1,303 tok |
| yokingma/SearChat isou.chat Search + Chat = SearChat (AI Chat with Search), supporting OpenAI/Anthropic/VertexAI/Gemin | 1,059 | Claude Code | 1 | 852 tok |
| tristanisham/zvm zvm.app zvm (Zig Version Manager) lets you easily install/upgrade between different versions of Zi | 1,059 | Claude Code, Codex, OpenCode | 2 | 1,991 tok |
| 917Dhj/DeepPaperNote 917dhj.github.io DeepPaperNote is an agent skill for deep-reading a single paper and generating high-qualit | 1,059 | Claude Code, Codex, OpenCode | 2 | 972 tok |
| rogue-security/rogue qualifire.ai AI Agent Evaluator & Red Team Platform | 1,058 | Codex, OpenCode | 1 | 1,055 tok |
| asklokesh/loki-mode autonomi.dev Multi-agent autonomous SDLC framework. Spec to deployed app. PRD, GitHub issue, OpenAPI/JS | 1,057 | Claude Code | 9 | 9,875 tok |
| fancyboi999/ai-engineering-from-scratch-zh aieng-zh.cn The most comprehensive learning path for Agent engineers · Master AI engineering from scra | 1,056 | Claude Code, Codex, OpenCode | 9 | 1,862 tok |
| manycoretech/aholo-viewer aholojs.dev A high performance 3DGS renderer | 1,055 | Codex, OpenCode | 7 | 917 tok |
| childrentime/reactuse reactuse.com 115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SS | 1,052 | Claude Code | 12 | 2,515 tok |
| PatterAI/Patter getpatter.com Open-source voice-AI SDK. The Vapi/Retell alternative for builders who want to own the sta | 1,052 | Codex, OpenCode | 1 | 855 tok |
| northword/zotero-format-metadata Linter for Zotero. A plugin for Zotero to format item metadata. Shortcut to set title rich | 1,050 | Claude Code, Codex, OpenCode | 2 | 2,140 tok |
| xyTom/coding-tools-mcp coding-1afcb9be.mintlify.app Give any AI agent the ability to code | 1,049 | Codex, OpenCode | 1 | 329 tok |
| jonwiggins/optio optio.host Workflow orchestration for AI coding agent swarms, from task to merged PR. | 1,048 | Claude Code, Codex, OpenCode | 2 | 6,860 tok |
| GSManagerXZ/GameServerManager gsmanager.cn GameServerManager (GSManager for short) is a modern one-click game deployment panel design | 1,047 | Codex, OpenCode | 1 | 789 tok |
| numman-ali/n-skills Curated plugin marketplace for AI agents - works with Claude Code, Codex, and openskills | 1,046 | Claude Code, Codex, OpenCode | 2 | 1,873 tok |
| fy-agent/fyagent For You Agent——a personal digital persona for the AI era. Bring your models, AI accounts, | 1,044 | Codex, OpenCode | 1 | 251 tok |
| dropseed/plain plainframework.com The Python web framework for building apps. | 1,043 | Claude Code | 9 | 609 tok |
| snipeship/ccflare ccflare.com The ultimate CC proxy | 1,043 | Claude Code, Codex, OpenCode | 2 | 2,409 tok |
| doccker/cc-use-exp ⛔ No longer maintained → dev-agent-kit/recipes Layered configuration templates that make | 1,043 | Claude Code, GitHub Copilot, Gemini CLI | 26 | 9,683 tok |
| mikiarlo3/ai-copywriter An AI copywriter that uses real copywriting skills + real marketing knowledge with human t | 1,042 | Claude Code, Codex, OpenCode | 1 | 703 tok |
| agents-io/PokeClaw PokeClaw (PocketClaw) — first on-device AI that controls your Android phone. Gemma 4, no c | 1,040 | Claude Code | 1 | 1,720 tok |
| wk42worldworld/cybercode An AI agent combining Claude Code coding capabilities with Hermes Agent self-evolution. | 1,039 | Claude Code, Codex, OpenCode | 3 | 946 tok |
| LodyAI/Lody lody.ai Share coding agents with your team on phone and desktop | 1,039 | Claude Code, Codex, OpenCode | 2 | 1,288 tok |
| octos-org/octos Octos - Agentic Operating Systems | 1,038 | Claude Code | 2 | 3,105 tok |
| NVIDIA/cuopt docs.nvidia.com GPU accelerated decision optimization | 1,038 | Codex, GitHub Copilot, OpenCode, Windsurf | 3 | 920 tok |
| cBioPortal/cbioportal cbioportal.org cBioPortal for Cancer Genomics | 1,038 | Claude Code, Codex, OpenCode | 2 | 741 tok |
| Evokoa/pgGraph polygres.com Open-source graph database superpowers for your existing Postgres data. | 1,038 | Codex, OpenCode | 1 | 474 tok |
| AgriciDaniel/banana-claude AI image generation skill for Claude Code - Creative Director powered by Gemini | 1,037 | Claude Code | 1 | 1,667 tok |
| a16z/jolt jolt.a16zcrypto.com The simplest and most extensible zkVM. Fast and fully open source from a16z crypto and fri | 1,036 | Claude Code, Codex, OpenCode | 9 | 5,280 tok |
| Fullive-AI/Anima Make Every Hardware Intelligent — an open-source Agent OS for hardware intelligence | 1,035 | Claude Code | 1 | 285 tok |
| MGdaasLab/WHartTest wharttest.mgdaas.com WHartTest is an AI-driven test automation platform that automates the generation and manag | 1,034 | GitHub Copilot | 1 | 1,629 tok |
| chrisbanes/skills Skills for Kotlin, Jetpack Compose, and Android development | 1,033 | Claude Code, Codex, OpenCode | 2 | 961 tok |
| am-will/codex-skills | 1,032 | Claude Code, Codex, OpenCode | 2 | 1,625 tok |