43,549 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,297Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,117 Codex23,281 OpenCode22,054 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nubenetes/awesome-kubernetes nubenetes.com A curated list of awesome references collected since 2018. | 669 | Claude Code, Gemini CLI | 3 | 13,728 tok |
| GeminiLight/MindOS mindos.you MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globall | 669 | Claude Code, Codex, OpenCode | 2 | 8,014 tok |
| paradigmxyz/iron-proxy docs.iron.sh An egress firewall for untrusted workloads. | 669 | Codex, OpenCode | 1 | 1,429 tok |
| loocor/codmate umate.ai CodMate is a macOS SwiftUI app for managing CLI AI sessions: browse, search, organize, res | 668 | Codex, OpenCode | 1 | 5,081 tok |
| Zyrexnn/Cybermes Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes | 668 | Codex, Cursor, OpenCode | 2 | 2,021 tok |
| elvisun/newsjack newsjack.sh The open-source skills that turn your agent into a full PR team. | 668 | Claude Code, Codex, OpenCode | 2 | 2,168 tok |
| opskat/opskat opskat.dev OpsKat — All-in-one server ops workstation | 668 | Claude Code, Codex, OpenCode | 2 | 2,707 tok |
| UKGovernmentBEIS/inspect_evals ukgovernmentbeis.github.io Collection of evals for Inspect AI | 668 | Claude Code, Codex, OpenCode | 2 | 3,276 tok |
| ViewComfy/ViewComfy viewcomfy.com ViewComfy is a open source tool to help you create beautiful web apps from ComfyUI | 668 | Claude Code, Codex, OpenCode | 4 | 1,875 tok |
| tovifun/VivalArc arc.tovi.fun With just a few tweaks, you can give Vivaldi that cool Arc vibe | 668 | Codex, OpenCode | 1 | 528 tok |
| dereknguyen269/programing-best-practices dereknguyen269.github.io Awesome Programming Best Practices for Beginners | 667 | Claude Code, Kiro | 2 | — |
| ronak-create/FableCut ronak-create.github.io Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, | 667 | Claude Code, Codex, OpenCode | 2 | 11,803 tok |
| use-novamira/novamira novamira.ai MCP server that gives AI agents full access to WordPress through PHP execution and filesys | 667 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 298 tok |
| cloudinary/cloudinary_npm cloudinary.com Upload, transform, optimize, and manage images and videos with Cloudinary from Node.js. | 666 | Claude Code, Codex, OpenCode | 2 | 771 tok |
| faridrashidi/cnsplots cnsplots.farid.one 🎨 Toolkit for generating publication-quality plots for Cell, Nature and Science journals | 666 | Claude Code, Codex, OpenCode | 2 | 1,381 tok |
| wangdabaoqq/LinJun linjun-site.940703.xyz 🖥️ Cross-platform GUI for managing AI coding agents (Claude, Gemini, Codex, Copilot, Kiro | 665 | Claude Code, Codex, OpenCode | 3 | 5,196 tok |
| planetscale/cli planetscale.com The CLI for PlanetScale Database | 665 | Codex, OpenCode | 1 | 14,472 tok |
| wshobson/maverick-mcp sethhobson.com MaverickMCP - Personal Stock Analysis MCP Server | 665 | Claude Code, Codex, OpenCode | 2 | 1,425 tok |
| product-on-purpose/pm-skills product-on-purpose.github.io 68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond | 665 | Claude Code, Codex, OpenCode | 2 | 8,968 tok |
| kgoedecke/doop doop.design The open-source alternative to Paper.design. A multiplayer design canvas where humans and | 665 | Claude Code | 1 | 466 tok |
| MagicCube/helixent Helixent is a small library for building ReAct-style AI agent loops based on the Bun stack | 664 | Claude Code, Codex, OpenCode | 3 | 1,633 tok |
| ThibautBaissac/rails_ai_agents thibautbaissac.github.io Specialized AI skills, agents, rules and hooks for modern Rails AI driven-development + Sp | 663 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 1,076 tok |
| Canner/wren-engine This repository has been merged into Canner/WrenAI under the core/ directory | 663 | Claude Code, Codex, OpenCode | 2 | 145 tok |
| Quantweb3-com/NexusTrader nexustrader.quantweb3.ai NexusTrader is a professional-grade open-source quantitative trading platform designed by | 662 | Claude Code | 1 | 1,552 tok |
| sodiumsun/agenttrail Local observability for AI coding agents. Agenttrail Map shows project structure and activ | 662 | Claude Code, Codex, OpenCode | 2 | 1,348 tok |
| monkey/monkey monkeywebserver.com Monkey HTTP Server | 661 | Codex, OpenCode | 1 | 1,431 tok |
| Kuddev/nebula AI-native, GPU-accelerated terminal emulator for Windows with SSH, persistent sessions, sp | 661 | Codex, OpenCode | 1 | 741 tok |
| epam/ai-dial-core dialx.ai The main component of AI DIAL, which provides unified API to different chat completion and | 660 | Claude Code | 4 | 1,214 tok |
| transferwise/pipelinewise transferwise.github.io Data Pipeline Framework using the singer.io spec | 660 | Claude Code, Codex, OpenCode | 2 | 1,389 tok |
| borski/travel-hacking-toolkit AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in | 660 | Claude Code, Codex, OpenCode | 2 | 4,357 tok |
| partme-ai/full-stack-skills A free skills marketplace for full-stack development, offering various collections of prac | 660 | Claude Code, Codex, OpenCode | 2 | 2,364 tok |
| microsoft/copilot-camp Hands-on labs for extending Microsoft 365 Copilot and building custom engine agents | 660 | Claude Code, Codex, GitHub Copilot | 2 | 649 tok |
| innocommerce/innoshop innoshop.com InnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports m | 659 | Claude Code | 1 | 3,376 tok |
| ccch1mneyyy/working-activity Lively Working-line extension for pi CLI and DSH | 659 | Codex, OpenCode | 1 | 697 tok |
| joelhooks/pdf-brain 🧠 Local PDF knowledge base with vector search using libsql w/vectors | 659 | Codex, OpenCode | 1 | 531 tok |
| automateyournetwork/netclaw An AI agent that claws through your network | 659 | Claude Code, Codex, OpenCode | 2 | 12,239 tok |
| Affitor/affiliate-skills list.affitor.com 50 AI agent skills for affiliate marketing. Research trending content, write data-backed p | 659 | Claude Code, Cursor | 2 | 1,911 tok |
| uphy/obsidian-reminder uphy.github.io Reminder plugin for Obsidian | 658 | Claude Code | 4 | 2,021 tok |
| boldsoftware/shelley Shelley is a coding agent | 658 | Codex, OpenCode | 1 | 916 tok |
| yuanbw2025/storyforge StoryForge — AI novel writing workshop | 658 | Claude Code, Codex, OpenCode | 2 | 5,898 tok |
| MatrixAges/polywise polywise.io The open source agentic content system to make your contents alive. Self-hosted on any pla | 658 | Codex, OpenCode | 12 | 226 tok |
| callstackincubator/rozenite rozenite.dev Plug-and-play panels for React Native DevTools. Install, enable, and start debugging in mi | 656 | Claude Code, Codex, OpenCode | 2 | 440 tok |
| joaoh82/rustunnel rustunnel.com Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the | 655 | Claude Code, Codex, OpenCode | 2 | 4,372 tok |
| cxfksword/jellyfin-plugin-danmu Jellyfin danmaku auto-download plugin | 655 | GitHub Copilot | 1 | 1,881 tok |
| Gimanh/taskview-community taskview.tech TaskView is a self-hosted project and task management platform focused on clarity, ownersh | 654 | Claude Code | 1 | — |
| canboat/canboat CAN Boat provides NMEA 2000 and NMEA 0183 utilities. It contains a NMEA 2000 PGN decoder a | 653 | Claude Code, Codex, OpenCode | 2 | 9,253 tok |
| PaulDuvall/ai-development-patterns paulduvall.github.io A comprehensive collection of AI development patterns for building software with AI assist | 653 | Claude Code, Codex, OpenCode | 2 | 2,108 tok |
| appotry/PTtool Automated hard-linking tool that saves as much space as possible while preserving seeding. | 652 | Codex, OpenCode | 1 | 973 tok |
| crisng95/flowkit AI agent can create video content better than you. No reason why you do it manually in goo | 652 | Claude Code, Codex, Gemini CLI, OpenCode | 38 | 5,064 tok |
| spatie/freek.dev freek.dev The sourcecode of freek.dev | 652 | Claude Code | 5 | 3,946 tok |