How real projects configure their agents

22,036 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
meursyphus/ssgoi ssgoi.dev animated page transition for major ssr frameworks and browsers, including Safari 966 Claude Code, Codex, OpenCode 2 152 tok
oceanbase/powercontext powercontext.oceanbase.io Not only memory but a full story. 966 Codex, OpenCode 1 1,086 tok
Saik0s/mcp-browser-use 961 Claude Code, Codex, OpenCode 2 1,634 tok
coder/httpjail HTTP(s) request filter for processes 961 Claude Code, Codex, OpenCode 7 2,446 tok
schpet/linear-cli linear without leaving the command line: list, start, and create PRs for linear issues. ag 959 Claude Code, Codex, OpenCode 5 705 tok
alpacahq/alpaca-mcp-server alpaca.markets Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data an 958 Codex, OpenCode 1 1,625 tok
stackql/stackql stackql.io Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources t 958 Claude Code, Codex, OpenCode 2 2,211 tok
kardolus/chatgpt-cli ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern L 958 Claude Code, Codex, OpenCode 2 2,596 tok
s-kostyaev/ellama Work with local and cloud LLMs from Emacs. 957 Codex, OpenCode 1 311 tok
beltromatti/get-it getit.noesisai.it Read it. See it. Get it. Built at GDG AI Hack Milan 2026 for "Learn Different" track. 957 Claude Code, Codex, OpenCode 2 79 tok
tradecatlabs/tradecat-public x.com Taobao Data System 956 Codex, OpenCode 1 3,236 tok
Tencent-Hunyuan/UniRL unirl-project.github.io UniRL is a Framework for Unified Multimodal Model Reinforcement Learning 953 Claude Code, Codex, OpenCode 4 1,425 tok
bitjaru/styleseed styleseed-demo.vercel.app Open-source design-method engine for Claude Code, Codex & Cursor. 23 agent skills for fixe 952 Codex, OpenCode 1 798 tok
Kulaxyz/self-learning-skills A self-improving skill for AI coding agents (Claude Code, Cursor, AGENTS.md): recognize a 951 Codex, OpenCode 1 846 tok
sanity-io/next-sanity sanity.io Sanity toolkit for Next.js 951 Claude Code, Codex, OpenCode 2 1,359 tok
dmmulroy/.dotfiles 949 Codex, OpenCode 1 1,511 tok
kikootwo/ReadMeABook Fully Featured audiobook request and downloading engine to bring audiobooks up to speed wi 947 Claude Code, Codex, OpenCode 2 3,065 tok
kunchenguid/backpass You don't write AGENTS.md. You train it with gradient descent. 947 Claude Code, Codex, OpenCode 2 6,933 tok
Rheosoph/flow-like flow-like.com Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamle 945 Claude Code, Codex, GitHub Copilot, OpenCode 8 8,452 tok
kdcokenny/ocx ocx.kdco.dev OpenCode extension manager with portable, isolated profiles. Your setup, anywhere. 945 Codex, OpenCode 1 3 tok
Caldis/react-zmage zmage.caldis.me Turn any <img> into an origin-expand fullscreen React image viewer. 944 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 9 4,403 tok
microsoft/wassette microsoft.github.io Wassette: A security-oriented runtime that runs WebAssembly Components via MCP 942 Claude Code, Codex, GitHub Copilot, OpenCode 9 510 tok
tingaicompass/AI-Compass blog.csdn.net “AI-Compass” guides the community in navigating the ocean of AI technology. Whether you ar 942 Codex, OpenCode 1 2,521 tok
sudo-tee/opencode.nvim neovim frontend for opencode - a terminal-based AI coding agent 938 Codex, OpenCode 1 271 tok
tastyeffectco/sandboxd sandboxd.io Open-source, self-hosted AI app builder — an agent builds real apps in isolated sandboxes 938 Codex, OpenCode 1 2,187 tok
opentabs-dev/opentabs opentabs.dev Browser automation clicks buttons. OpenTabs calls APIs. 938 Claude Code, Codex, OpenCode 5 13,599 tok
AltanS/collie colliepwa.dev PWA to manage 🐑 herdr on the go. Tailnet accessible, push notifications, quick actions an 937 Claude Code, Codex, OpenCode 4 13,044 tok
JuliusBrussee/caveman-code caveman.so Frozen — terminal coding agent measured at 1.93× fewer tokens than Codex CLI. Still works; 934 Claude Code, Codex, OpenCode 2 3,776 tok
Yeachan-Heo/clawhip claw + whip: Event-to-channel notification router — bypasses gateway sessions to avoid con 933 Codex, OpenCode 1 231 tok
bgauryy/octocode octocode.ai Code research platform for AI agents; find, understand, and prove context across your code 932 Claude Code, Codex, OpenCode 2 3,171 tok
JaguarJack/catch-admin catchadmin.com CatchAdmin is a powerful, extensible modern PHP administration system. It uses a frontend- 930 Claude Code, Codex, OpenCode 11 1,778 tok
luongnv89/asm luongnv.com The universal skill manager for AI coding agents. 928 Claude Code, Codex, OpenCode 2 2,966 tok
repoprompt/repoprompt-ce repoprompt.com Community edition of RepoPrompt: a native macOS context engineering app for AI coding agen 928 Claude Code, Codex, OpenCode 10 4,561 tok
Mininglamp-OSS/octo-server 🐙 The Go backend powering OCTO — an open workplace built for humans × AI agents. REST & W 926 Claude Code, Codex, OpenCode 7 4,907 tok
usewhale/Whale whale-site.pages.dev Whale — blazingly fast, terminal-first AI coding agent for DeepSeek. ~98% prompt cache hit 925 Codex, OpenCode 1 691 tok
FlameskyDexive/Legends-Of-Heroes A battle of balls game, lol style, AI Agents base, supporting agent skills and unityMCP. A 925 Claude Code, Codex, OpenCode 8 1,148 tok
qinshihu/itops-agent-platform aiopsdoc-0mwug01t6.maozi.io China's 1st enterprise multi-agent IT ops platform. LLM-powered auto-remediation for Zabbi 925 Codex, GitHub Copilot, OpenCode 2 6,708 tok
marckohlbrugge/sessy sessy.do Open-source email observability for AWS SES 924 Claude Code, Codex, OpenCode 2 1,017 tok
shellRaining/hlchunk.nvim This is the lua implementation of nvim-hlchunk, you can use this neovim plugin to highligh 922 Codex, OpenCode 1 906 tok
SethGammon/Citadel sethgammon.github.io The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent rout 922 Claude Code, Codex, OpenCode 2 1,687 tok
SylphxAI/pdf-reader-mcp sylphxai.github.io Give your AI agent eyes for PDFs — structured text, tables, OCR, visual evidence, and page 922 Codex, OpenCode 19 690 tok
voicetreelab/voicetree voicetree.io The spatial IDE for recursive multi-agent orchestration. It's like an Obsidian graph-view 920 Claude Code, Codex, OpenCode 3 2,232 tok
H-mmer/pentest-agents Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and 920 Claude Code, Codex, GitHub Copilot, OpenCode 17 63,845 tok
freestylefly/wesight wesight.ai Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes 919 Claude Code, Codex, OpenCode 2 6,630 tok
retentioneering/retentioneering-tools retentioneering.com Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and e 918 Claude Code, Codex, OpenCode 2 3,235 tok
legeling/awesome-codex-pet codexpet.top A curated gallery of community-made Codex pets, with generated action previews and one-com 917 Codex, OpenCode 1 2,266 tok
milisp/codexia milisp.dev Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git workt 916 Claude Code, Codex, OpenCode 2 659 tok
phpdocker-io/phpdocker.io phpdocker.io PHPDocker.io website and environment (php and docker based) generator 912 Claude Code, Codex, OpenCode 2 721 tok
friuns2/codex-mobile friuns2.github.io 🚀 Run Codex Mobile Anywhere: Linux, Windows, or Termux on Android 🚀 912 Claude Code, Codex, OpenCode 5 2,689 tok
mulesoft/api-console An interactive REST console based on RAML/OAS files 909 Claude Code, Codex, OpenCode 2 1,444 tok