32,436 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 |
|---|---|---|---|---|
| enuno/unifi-mcp-server An MCP server that leverages official UniFi API | 340 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 49 | 15,461 tok |
| niki914/zafiro Open-source BYOK AI agent for Android. Full phone control, native Shell & Python 3, with S | 340 | Claude Code, Codex, OpenCode | 2 | 2,956 tok |
| notedit/happy-skills happy skills | 340 | Claude Code | 1 | 541 tok |
| vibe-log/vibe-log-cli vibe-log.dev A CLI tool for logging and analyzing Claude Code and Cursor ai-driven coding session. | 339 | Claude Code | 1 | 3,738 tok |
| elastic/integrations elastic.co | 339 | Claude Code, Codex | 4 | 77 tok |
| Encod3d-Sec/TORCH Karpathy LLM based claude harness for PenetrationTesting / Bugbounty using obsidian | 339 | Claude Code | 1 | 7,786 tok |
| michaelwilhelmsen/humla humla.team Open-source AI meeting notes for Mac. Records mic + system audio with no bot, transcribes | 339 | Claude Code, Codex, OpenCode | 2 | 38,817 tok |
| vfarcic/dot-ai Intelligent dual-mode agent for deploying applications to ANY Kubernetes cluster through d | 339 | Claude Code | 3 | 1,483 tok |
| m4xx101/cryptex-oss Open-source LLM red-teaming technique toolkit (162 transforms, 36 mutators, 25 tool surfac | 338 | Claude Code | 1 | 3,329 tok |
| alireza787b/mavsdk_drone_show Open-source MAVLink fleet operations for PX4: SITL, drone shows, search and rescue, cooper | 338 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,153 tok |
| ScottRBK/forgetful Opensource Memory for Agents | 338 | Claude Code, Codex, OpenCode | 2 | 875 tok |
| microprediction/precise microprediction.github.io Online Covariance and Correlation Estimation | 338 | Claude Code | 5 | — |
| zippoxer/subtask Claude Skill to do your tasks with subagents in Git worktrees | 337 | Claude Code, Codex, OpenCode | 3 | 2,213 tok |
| jayminwest/mulch Growing Expertise for Coding Agents — structured expertise files that accumulate over time | 337 | Claude Code, Codex, OpenCode | 9 | 6,322 tok |
| OpenRaiser/PaperFit openraiser.github.io 📄 [Skill] Vision-in-the-loop LaTeX typesetting agent — auto-compile, render, diagnose, an | 337 | Claude Code | 10 | 5,137 tok |
| rhett-lee/nim_duilib An improved version of the duilib UI library supporting Windows/Linux/MacOS platforms (bas | 337 | Claude Code, Codex | 2 | 1,475 tok |
| JayantDevkar/claude-code-karma Dashboard for monitoring claude code sessions. | 337 | Claude Code | 1 | 2,284 tok |
| langwatch/kanban-code | 337 | Claude Code | 2 | 1,190 tok |
| PageAI-Pro/ralph-loop ralphloop.sh A long-running AI agent loop. Ralph automates software development tasks by iteratively wo | 337 | Claude Code, Codex, OpenCode | 13 | 374 tok |
| testdouble/han Han: AI skills and agents for "Solo" product engineers and small teams | 337 | Claude Code | 1 | 7,884 tok |
| sveltejs/ai-tools mcp.svelte.dev The official svelte MCP for all your agentic needs. | 337 | Claude Code, Codex | 3 | 922 tok |
| loulanyue/spec-kit-zh Chinese-localized spec-driven development toolkit for Codex, Claude Code, Cursor, and othe | 336 | Claude Code, Codex, OpenCode | 1 | 3,968 tok |
| harperreed/dotfiles Dotfiles. Managed by YADM | 336 | Claude Code, Codex | 40 | — |
| ivorpad/mercadona-cli npmjs.com Unofficial, agent-friendly Mercadona shopping CLI (Go) — search products, read prices, bui | 336 | Claude Code | 1 | — |
| fullstack-development/front-end-best-practices Set of best practices that you can use as checklist for your project. | 335 | Claude Code, Codex, OpenCode | 2 | 516 tok |
| scrypster/muninndb The cognitive database. A new class of data storage. Not a vector store, not a graph DB, n | 335 | Claude Code | 15 | 3,881 tok |
| aayoawoyemi/Ori-Mnemos orimnemos.com. Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open sour | 335 | Claude Code | 4 | — |
| AlmogBaku/debug-skill | 335 | Claude Code | 1 | 710 tok |
| JNTMTMTM/eIsland dev.electronisland.com eIsland - A sleek, Apple Dynamic Island inspired floating widget for Windows, built with E | 335 | Claude Code, Codex, Gemini CLI, Kiro, OpenCode | 22 | 3,201 tok |
| buildswithpaul/Frappe_Assistant_Core docs.assistantcore.cloud Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model C | 335 | Claude Code, Codex, OpenCode | 2 | 2,570 tok |
| InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser | 335 | Claude Code, Codex, OpenCode | 9 | 5,548 tok |
| kansoku-trade/kansoku kansoku.trade AI Stock Partner on Your Mac – Local Market Information, Multi-timeframe K-line, AI Intrad | 335 | Claude Code, Codex, OpenCode | 2 | 3,207 tok |
| sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r | 335 | Claude Code, Codex, OpenCode | 6 | 46,242 tok |
| bmentges/django-cart A lightweight, session-backed shopping cart for Django e-commerce applications. Built for | 334 | Claude Code | 1 | 6,118 tok |
| bedriyan/medkit-app medkit-app.vercel.app A voice-first AI patient simulator bringing the future of medical education to your browse | 334 | Claude Code | 6 | 1,838 tok |
| claude-did-this/MCPControl MCP server for Windows OS automation | 334 | Claude Code | 1 | 566 tok |
| robotocore/robotocore | 334 | Claude Code, Codex, OpenCode | 3 | 8,510 tok |
| MotleyAI/slayer motley.ai An embeddable, expressive semantic layer for AI agents and humans | 334 | Claude Code | 1 | 1,405 tok |
| yee-yore/DorkAgent 🤖 LLM-powered agent for automated Google Dorking in bug hunting & pentesting. | 333 | Claude Code | 1 | 1,888 tok |
| AojdevStudio/Finance-Guru aojdevstudio.github.io Self-hosted family office engine: typed Python calculators, a private SQLite ledger, and s | 333 | Claude Code, Codex, OpenCode | 7 | 2,163 tok |
| Fu-Jie/openwebui-extensions fu-jie.github.io A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated f | 333 | Claude Code, GitHub Copilot, Cursor, Gemini CLI, Kiro | 24 | 26,615 tok |
| langfuse/skills langfuse.com Agent Skills for Langfuse, the open source LLM engineering platform for tracing, prompt ma | 333 | Claude Code, Codex, OpenCode | 2 | 1,464 tok |
| JDArmy/Evasion-SubAgents Claude Code evasion SubAgents | 332 | Claude Code | 10 | — |
| jens-duttke/usage-monitor-for-claude Lightweight Windows tray app that monitors your Claude rate limits in real time - portable | 332 | Claude Code | 6 | — |
| corespeed-io/zypher-agent zypher.corespeed.io A minimal yet powerful framework for creating AI agents with full control over tools, prov | 331 | Claude Code | 1 | 856 tok |
| SchroederNathan/clarity clarityspeech.app A speech companion app built with Expo | 331 | Claude Code, Codex, OpenCode | 5 | 1,768 tok |
| revfactory/webtoon-harness A Claude Code harness in which a team of 27 AI agents creates a webtoon episode, from tren | 331 | Claude Code | 33 | — |
| safety-research/automated-w2s-research | 331 | Claude Code | 5 | — |
| nirholas/cryptocurrency.cv cryptocurrency.cv Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins | 331 | Claude Code, Codex, OpenCode | 3 | 3,311 tok |
| lbx154/Argus A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, lea | 331 | Claude Code, Codex, GitHub Copilot | 2 | 616 tok |