23,614 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 |
|---|---|---|---|---|
| veyliss/ai-localbase A local-first AI knowledge base system (RAG) for integrating local documents into assisted | 386 | Codex, OpenCode | 1 | 109 tok |
| timwuhaotian/the-pair apps.timwuhaotian.dev Open-source AI pair programming for desktop: a Mentor + Executor agent cross-check each ot | 386 | Claude Code, Codex, OpenCode | 3 | 7,549 tok |
| facebook/meta-wearables-dat-android Meta Wearables Device Access Toolkit for Android | 386 | Codex, GitHub Copilot, OpenCode | 2 | 19,294 tok |
| AnnenkovLabs/girl-agent oss.girl-agent.com An AI girl with human-like behavior: sleep, mood, schedule, memory, relationship stages, a | 386 | Claude Code, Codex, OpenCode | 2 | 1,375 tok |
| delexw/claude-code-trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations | 385 | Claude Code, Codex, OpenCode | 5 | 319 tok |
| CodSpeedHQ/codspeed codspeed.io CodSpeed is the all-in-one performance testing toolkit. Optimize code performance and catc | 385 | Claude Code, Codex, OpenCode | 2 | 700 tok |
| onvoyage-ai/voyage-geo-agent Agentic Generative Engine Optimizaiton | 385 | Claude Code, Codex, OpenCode | 4 | 3,077 tok |
| aerovato/container container.aerovato.com Persistent Linux workspaces for agentic development. | 385 | Claude Code, Codex, OpenCode | 2 | 173 tok |
| almeidazs/better-drizzle better-drizzle.com ORM, but better | 385 | Codex, OpenCode | 1 | 611 tok |
| shift-editor/shift shift.graphics A cross-platform font editor built in Rust and TypeScript | 385 | Claude Code, Codex, OpenCode | 23 | 4,487 tok |
| VasiHemanth/tokentelemetry tokentelemetry.com Token telemetry dashboard for AI autonomous and coding agents — tracks tokens, sessions, t | 384 | Claude Code, Codex, OpenCode | 9 | 91 tok |
| jaechang-hits/SciAgent-Skills omicshorizon.ai 197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% ac | 384 | Claude Code, Codex, OpenCode | 2 | 7,521 tok |
| ReflexioAI/reflexio reflexio.ai Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that | 384 | Claude Code, Codex, OpenCode | 3 | 170 tok |
| devswha/patina patina.vibetip.help AI-writing humanizer for KO/EN/ZH/JA | 384 | Codex, OpenCode | 1 | 204 tok |
| databricks/databricks-agent-skills Databricks AI Tools: skills and plugins for building on Databricks with Claude Code, Curso | 384 | Claude Code, Codex, OpenCode | 2 | 2,301 tok |
| ArtisanCloud/PowerX powerx.artisan-cloud.com PowerX is an open platform for private-domain WeChat operations based on WeCom, helping bu | 384 | Claude Code, Codex, OpenCode | 37 | 3,825 tok |
| arnica/depsguard depsguard.com Harden your package manager configs against supply chain attacks. | 382 | Codex, OpenCode | 1 | 2,669 tok |
| kaandedeoglu/Shark Swift CLI for strong-typing images, colors, storyboards, fonts and localizations | 382 | Claude Code, Codex, OpenCode | 2 | 5,122 tok |
| spencermarx/open-code-review AI-powered multi-agent code review. Simulates a customizable team of Engineers performing | 382 | Claude Code, Codex, OpenCode, Windsurf | 12 | 2,402 tok |
| OhMyMeme/OhMyMeme Lightweight cross-platform meme management system for desktop | 382 | Codex, OpenCode | 1 | 45,576 tok |
| mistydew/tokenicode-deepseek-alpha TOKENICODE DeepSeek Alpha: a DeepSeek/CC Switch focused TOKENICODE fork | 381 | Claude Code, Codex, OpenCode | 27 | 4,219 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 |
| jiaran-king/Re-Zero---Starting-LLM- | 381 | Codex, OpenCode | 1 | 1,467 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 |
| brianlovin/agent-config brianlovin.com My coding agent config | 380 | Claude Code, Codex, OpenCode | 2 | 344 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 |
| Cotal-AI/Cotal cotal.ai The open standard for agent coordination | 380 | Claude Code, Codex, OpenCode | 6 | 5,380 tok |
| eggbrid2/mobileClaw Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill | 379 | Codex, OpenCode | 1 | 249 tok |
| mc3545dada/mspm0-skill MSPM0 + SysConfig Agent Skill for electronics competitions | 378 | Claude Code, Codex, OpenCode | 2 | 673 tok |
| dirge-code/dirge Dynamic Intent Resolution Grounding Engine | 378 | Claude Code, Codex, OpenCode | 5 | 1,233 tok |
| hechtcarmel/jetbrains-index-mcp-plugin A Jetbrains IDE IntelliJ plugin aimed to provide coding agents the ability to leverage int | 378 | Claude Code, Codex, OpenCode | 2 | 13,598 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 |
| 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 |
| 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 |
| Endless1936/book-video A natural-language workflow for creating atmospheric short book videos with AI-generated v | 377 | Codex, OpenCode | 1 | 4,650 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 |
| Wh1isper/mcp-email-server mcp-email-server.wh1isper.top Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, | 375 | Claude Code, Codex, OpenCode | 2 | 2,507 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 |
| 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 |
| 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 |