44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944
All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kasonye/ui-aesthetics-skill A skill that improves AI aesthetic judgment for web UI generation, review, and refinement. | 381 | Claude Code, Codex | 2 | — |
| Simbastack-hq/framedex Framedex — a queryable knowledge base for your video archive | 381 | Claude Code | 1 | 768 tok |
| mistydew/tokenicode-deepseek-alpha TOKENICODE DeepSeek Alpha: a DeepSeek/CC Switch focused TOKENICODE fork | 381 | Claude Code, Codex, OpenCode | 27 | 4,219 tok |
| brianlovin/agent-config brianlovin.com My coding agent config | 381 | Claude Code, Codex, OpenCode | 2 | 344 tok |
| DougTrajano/pydantic-ai-skills dougtrajano.github.io This package implements Agent Skills (https://agentskills.io) support with progressive dis | 381 | Claude Code, Codex, OpenCode | 2 | 2,042 tok |
| MartinStyk/apk-analyzer The most downloaded APK analysis app on Google Play. Detailed reports of every app on your | 381 | Claude Code, Codex, GitHub Copilot, OpenCode | 28 | 4,309 tok |
| wassermanproductions/motion-previs-studio wassermanproductions.com Open-source desktop app for AI-film motion, depth, pose, and camera-move previsualization. | 381 | Codex, OpenCode | 1 | 1,568 tok |
| awslabs/run-model-context-protocol-servers-with-aws-lambda Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions | 381 | Codex, OpenCode | 1 | 12 tok |
| Castor6/tactus tactus.cc.cd The first browser AI Agent extension to support Agent Skills, enabling AI to perform compl | 380 | Claude Code | 1 | — |
| tylergraydev/claude-code-tool-manager GUI app to manage MCP servers for Claude Code | 380 | Claude Code | 1 | 445 tok |
| xiaojilele-glitch/WhyBuddy miantuan.ai A Simple and Universal Product Rehearsal Engine, Speccing Anything. | 380 | Claude Code, Codex, Kiro, OpenCode | 38 | 124,933 tok |
| monarchjuno/tradingcodex discord.gg Turn Codex into your investment workflow team | 380 | Codex, OpenCode | 1 | 2,165 tok |
| jiaran-king/Re-Zero---Starting-LLM- | 380 | Codex, OpenCode | 1 | 1,467 tok |
| pixel-cellar/Claude-Code-Game-Studios Claude Code architecture for 48 collaborative agents managing indie game development (Chin | 380 | Claude Code | 8 | 452 tok |
| eggbrid2/mobileClaw Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill | 379 | Codex, OpenCode | 1 | 249 tok |
| tae0y/real-estate-mcp 🏠 Ask Claude about Korean apartment prices — powered by the Ministry of Land, Infrastruct | 379 | Claude Code | 1 | 1,480 tok |
| tingly-dev/tingly-box tingly-dev.github.io Your Intelligence, Orchestrated. Any Model, Any Agent, Any One. | 379 | Claude Code | 4 | 1,067 tok |
| dirge-code/dirge Dynamic Intent Resolution Grounding Engine | 379 | Claude Code, Codex, OpenCode | 5 | 1,233 tok |
| Endless1936/book-video A natural-language workflow for creating atmospheric short book videos with AI-generated v | 379 | Codex, OpenCode | 1 | 4,650 tok |
| liangdabiao/Claude-Code-Stock-Deep-Research-Agent skillhub.cn This research is based on the Claude Code Deep Research system: Methodology: an 8-stage st | 378 | Claude Code | 1 | 3,041 tok |
| mc3545dada/mspm0-skill MSPM0 + SysConfig Agent Skill for electronics competitions | 378 | Claude Code, Codex, OpenCode | 2 | 673 tok |
| aj-geddes/useful-ai-prompts A curated collection of useful AI prompts for various tasks and use cases | 378 | Claude Code | 1 | 1,341 tok |
| Wh1isper/mcp-email-server mcp-email-server.wh1isper.top Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, | 378 | Claude Code, Codex, OpenCode | 2 | 2,507 tok |
| autonomous-ai/autonomous-os The open-source operating system for robots — install it and your robot comes alive | 378 | Claude Code, Codex, OpenCode | 2 | 8,084 tok |
| palamim/starboard A terminal that's always beside your Dock — not a Quake-style hotkey overlay, a permanent | 378 | Claude Code | 1 | 1,983 tok |
| codeaashu/free-claude-code Use claude-code for free in the terminal, VSCode extension or via discord like openclaw | 378 | Claude Code, Codex, OpenCode | 2 | 843 tok |
| lifemate-ai/embodied-claude An MCP suite that gives Claude a physical presence | 377 | Claude Code, Codex, OpenCode | 20 | 8,337 tok |
| marciopuga/cog A plain-text memory system for AI agents. Clone it, point your agent at it, start remember | 377 | Claude Code | 11 | 2,009 tok |
| maciej-trebacz/tower-of-time-game Vibe coded Tower Defense type of game made for a game jam | 377 | Cursor | 1 | 60 tok |
| vulnersCom/api vulners.com Official Python SDK for the Vulners vulnerability-intelligence API — search CVEs, exploits | 377 | Claude Code, Codex, OpenCode | 2 | 1,497 tok |
| alexfazio/plankton Write-time code quality enforcement system for Claude Code. Every file edit triggers autom | 377 | Claude Code | 4 | — |
| hechtcarmel/jetbrains-index-mcp-plugin A Jetbrains IDE IntelliJ plugin aimed to provide coding agents the ability to leverage int | 377 | Claude Code, Codex, OpenCode | 2 | 13,598 tok |
| anthropics/anthropic-sdk-ruby | 377 | Claude Code | 1 | 5,239 tok |
| kyxap/koreader-calibre-plugin A calibre plugin to synchronize metadata from KOReader to calibre | 377 | Gemini CLI | 1 | 782 tok |
| joyfullservice/msaccess-vcs-addin Synchronize your Access Forms, Macros, Modules, Queries, Reports, and more with a version | 376 | Claude Code, Codex, OpenCode | 2 | 1,780 tok |
| jlevy/repren Power rename/refactor tool for CLI and agent use | 375 | Claude Code, Codex, OpenCode | 4 | 407 tok |
| qqqqqf-q/Arkloop arkloop.io A clean, powerful AI Agent platform that belongs to you | 374 | Claude Code, Codex, OpenCode | 2 | 4,004 tok |
| ModelEngine-Group/DataMate DataMate is an enterprise-level data processing platform designed for model fine-tuning an | 374 | Claude Code | 3 | — |
| ttnear/Clarc Native macOS client for Claude Code — a GUI desktop app built with SwiftUI | 374 | Claude Code | 1 | 1,124 tok |
| Kelsidavis/System7 An open-source reimplementation of Apple Macintosh System 7 for modern hardware, bootable | 374 | Claude Code | 1 | 645 tok |
| zxkane/aws-skills skills.sh Claude Code plugins and agent skills for AWS development — IaC(CDK/SST), serverless, cost | 374 | Claude Code | 2 | 993 tok |
| CronusL-1141/AI-company Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 | 374 | Claude Code, Codex, OpenCode | 2 | 5,721 tok |
| Shopify/rubydex shopify.github.io A high-performance static analysis toolkit for Ruby | 374 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 1,351 tok |
| meysamhadeli/codai The open source coding agent for your terminal. | 373 | Codex, OpenCode | 1 | 1,011 tok |
| prabogo/prabogo prabogo.com Prabogo is a Go framework designed to simplify project development by providing an interac | 373 | Codex, GitHub Copilot, OpenCode | 16 | 709 tok |
| Goldentrii/AgentRecall-X Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across | 373 | Codex, OpenCode | 1 | 2,047 tok |
| karngyan/karngyan.com template.karngyan.com Personal site + blog template: TanStack Start, React 19, Tailwind CSS v4, shadcn/ui, MDX a | 373 | Claude Code | 1 | 817 tok |
| griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent | 373 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 18 | 300 tok |
| ryzqi/learn-agent A 20-chapter practical tutorial on Chinese AI Agent architecture, with runnable TypeScript | 373 | Codex, OpenCode | 1 | 1,917 tok |
| kubernetes-sigs/cluster-api-provider-openstack cluster-api-openstack.sigs.k8s.io Cluster API implementation for OpenStack | 373 | Codex, OpenCode | 1 | 2,018 tok |