24,692 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 |
|---|---|---|---|---|
| huygiatrng/AlpacaTradingAgent arxiv.org AlpacaTradingAgent: Multi-Agents LLM Financial Trading Framework and perform trades on alp | 283 | Codex, OpenCode | 1 | 209 tok |
| channprj/kmsg channprj.github.io Unofficial KakaoTalk CLI and native MCP server for macOS — read, watch, and send messages | 283 | Claude Code, Codex, OpenCode | 2 | 582 tok |
| OpenEVSE/openevse_esp32_firmware OpenEVSE v6 WiFi gateway using ESP32 | 283 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,298 tok |
| jfarcand/mirroir-mcp mirroir.dev Drive a real, stock iPhone (and any macOS app) from any MCP client via iPhone Mirroring — | 283 | Claude Code, Codex, OpenCode | 10 | 8,288 tok |
| DMontgomery40/bambu-printer-mcp dmontgomery40.github.io MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio or FULU/orca slicing | 283 | Claude Code, Codex, OpenCode | 2 | 3,865 tok |
| tfutils/tfscaffold | 282 | Codex, GitHub Copilot, OpenCode | 3 | 4,082 tok |
| pwno-io/pwno-mcp docs.pwno.io MCP for Pwn | 282 | Codex, OpenCode | 1 | 996 tok |
| Qiuner/ai-application-roadmap A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding | 282 | Claude Code, Codex, OpenCode | 2 | 847 tok |
| fpytloun/mnemory A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides i | 282 | Codex, OpenCode | 1 | 4,292 tok |
| jumbocontext/cli jumbocontext.com Memory and Context Orchestration for Coding Agents | 282 | Codex, OpenCode | 1 | 38 tok |
| jxnl/dots | 281 | Codex, OpenCode | 1 | 235 tok |
| meta-quest/Meta-Spatial-SDK-Samples The Meta Spatial SDK Samples is a collection of code samples and projects that demonstrate | 281 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf | 6 | 413 tok |
| luohoa97/cordial luohoa97.github.io Open-source Roblox runtime for Linux. Cordial runs the Roblox client natively, no Wine, no | 281 | Claude Code, Codex, OpenCode | 2 | 10,800 tok |
| snolab/CapsLockX snolab.github.io Manipulate your computer like a hacker! | 280 | Claude Code, Codex, OpenCode | 2 | 4,443 tok |
| arnaldo-delisio/claude-code-studio Transform Claude Code into a complete development studio with 40+ specialized AI agents, M | 280 | Claude Code, Codex, OpenCode | 2 | 1,675 tok |
| shangyankeji/super-dev superdev.goder.ai Engineering workflow layer for AI coding tools with specs, review, quality gates, and trac | 280 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 9 | 11,166 tok |
| antfu/ghfs GitHub issues/PRs as filesystem, for offline view and operations in batch. Designed for hu | 280 | Codex, OpenCode | 1 | 2,139 tok |
| ferro-labs/ai-gateway docs.ferrolabs.ai Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guar | 280 | Claude Code, Codex, OpenCode | 2 | 22,001 tok |
| Google-Health-API/google-health-cli developers.google.com Google Health CLI — one command-line tool for the Google Health API. Includes AI agent ski | 279 | Codex, OpenCode | 1 | 570 tok |
| OpenDrone-hw/OpenESC-20x20 opendrone.be Open-source 4-in-1 AM32 ESC for FPV drones. 20x20 mm, 2-6S, one MCU per motor, CERN-OHL-S- | 279 | Codex, OpenCode | 1 | 2,974 tok |
| mohitmishra786/low-level-dev-skills lowleveldevskills.com A curated suite of AI agent skills for systems and low-level programming with C/C++, Rust, | 279 | Codex, OpenCode | 1 | 1,206 tok |
| s-stefanov/actual-mcp Model Context Protocol for Actual Budget API | 279 | Claude Code, Codex, OpenCode | 2 | 1,715 tok |
| GoogleContainerTools/config-sync Config Sync - used to sync Git, OCI and Helm charts to your clusters. | 279 | Codex, OpenCode | 1 | 738 tok |
| vidarh/writing-a-compiler-in-ruby hokstad.com Code from my series on writing a Ruby compiler in Ruby | 278 | Claude Code, Codex, OpenCode | 2 | 4,366 tok |
| intertwine/dspy-agent-skills Production-grade DSPy 3.2.x agent skills + validated end-to-end examples for Claude Code a | 278 | Claude Code, Codex, OpenCode | 2 | 1,892 tok |
| six-ddc/ccbot Telegram ↔ tmux bridge for Claude Code: 1 topic = 1 window = 1 session | 278 | Claude Code, Codex, OpenCode | 2 | 1,409 tok |
| microsoft/clarity-agent Distill intent. Surface failure modes. Keep the plan current. | 278 | Codex, OpenCode | 1 | 2,335 tok |
| monotykamary/pi-fabric npmjs.com A programmable tool and agent runtime for Pi | 278 | Codex, OpenCode | 1 | 1,296 tok |
| shuyu-labs/WebCode wc.tree456.com WebCode is a browser-based AI coding platform that lets you remotely run CLI assistants li | 277 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,707 tok |
| JuliaFEM/JuliaFEM.jl juliafem.github.io The JuliaFEM software library is a framework that allows for the distributed processing of | 277 | Codex, OpenCode | 1 | 4,258 tok |
| radix-ng/primitives radix-ng.com Headless, signals-first UI primitives for Angular. Accessible. Customizable. | 277 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 11,190 tok |
| speakeasy-api/gram speakeasy.com The AI control plane for every agent in your enterprise, built around an enterprise-grade | 277 | Claude Code, Codex, Gemini CLI, OpenCode | 42 | 3,863 tok |
| ExpTechTW/DPIP exptech.dev Disaster Prevention Information Platform (防災資訊整合平台) | 277 | Claude Code, Codex, OpenCode | 2 | 4,348 tok |
| aws-samples/sample-well-architected-skills-and-steering aws.amazon.com Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Archite | 277 | Codex, GitHub Copilot, OpenCode | 2 | 2,768 tok |
| PatilShreyas/debroid Autonomous, headless Android debugger designed for AI coding agents. Inspect runtime memor | 277 | Codex, OpenCode | 1 | 606 tok |
| RealMikeChong/ultra-mcp 100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support | 277 | Claude Code, Codex, OpenCode | 2 | 5,766 tok |
| ReviewStage/stage-cli stagereview.app A viewer for reviewing local code changes in small individual chapters. Works with any AI | 277 | Claude Code, Codex, OpenCode | 19 | 2,668 tok |
| shep-ai/shep shep.bot Ship features 10x faster. Built In Auto: Memory, K8S Agent & Security (SDD+SDLC) . 😇 | 276 | Claude Code, Codex, OpenCode | 34 | 6,191 tok |
| lsm1103/CC | 276 | Codex, OpenCode | 1 | 539 tok |
| oculus-samples/Unity-Phanto Phanto is a showcase of the Meta Quest Mixed Reality APIs. This project demonstrate how to | 276 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,044 tok |
| hyperb1iss/unifly hyperb1iss.github.io 🌐 Elegant UniFi network management CLI & TUI - for humans and agents | 276 | Claude Code, Codex, OpenCode | 2 | 10,078 tok |
| srothgan/claude-code-rust srothgan.github.io A native Rust terminal frontend for Claude Code 🦀 | 276 | Claude Code, Codex, OpenCode | 2 | 2,691 tok |
| CorridorTech/PoseCap | 276 | Claude Code, Codex, OpenCode | 34 | 3,905 tok |
| gotgenes/pi-packages Monorepo for @gotgenes pi packages | 276 | Claude Code, Codex, OpenCode | 31 | 2,892 tok |
| 3169657175/gpt-webcodex Enables the ChatGPT web app to operate on desktop files, including reading, creating, and | 276 | Codex, OpenCode | 1 | 1,363 tok |
| zditor/zditor-docs zditor.com | 275 | Codex, OpenCode | 1 | 402 tok |
| Amal-David/keyleak-detector Runtime leak detector for modern web apps - finds exposed API keys, validates BaaS misconf | 275 | Claude Code, Codex | 2 | — |
| getsentry/sentry-for-ai Teach your AI coding assistant how to use Sentry - setup, debugging, alerts, and more | 275 | Claude Code, Codex, OpenCode | 5 | 2,252 tok |
| Travisun/Opptrix opptrix.org Opptrix — AI-driven global multi-market investment research workspace | Open-source LLM re | 275 | Codex, OpenCode | 1 | 5,262 tok |
| tmdgusya/roach-pi tmdgusya.github.io Strict engineering discipline and multi-agent orchestration for the pi coding agent | 274 | Codex, OpenCode | 1 | 436 tok |