How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
sgskills/sgxueai “AI E-Commerce Fundamentals: From Beginner to Mastery” public-interest course website · Pr 12 Codex, OpenCode 1 1,376 tok
duongtruongdp/ND-ImgConverter duongtruongdp.net A fast, native media conversion toolkit for photographers, filmmakers and creators. 12 Codex, OpenCode 1 633 tok
geekdada/sui3 Yet another personal start page.|Yet another personal start page. 12 Claude Code, Codex, OpenCode 3 1,465 tok
code-yeongyu/codex-rules Codex plugin that injects project rule files into model context through lifecycle hooks. 12 Claude Code, Codex, OpenCode 1 377 tok
kstep-dev/kstep kstep-dev.github.io kSTEP: Kernel Scheduler Test and Evaluation Platform 12 Codex, OpenCode 1 802 tok
QuixiAI/QuixiMath 12 Codex, OpenCode 1 2,082 tok
peiyucn/epytor marketplace.visualstudio.com WYSIWYG Markdown editor for VS Code, powered by Milkdown. 12 Codex, OpenCode 1 4,974 tok
Mozilla-Ocho/tabstack-cli 12 Claude Code, Codex, OpenCode 2 6,905 tok
chriswritescode-dev/opencode-forge OpenCode plugin for autonomous dev loops, planning, and worktree sandbox environments. 12 Codex, OpenCode 1 1,852 tok
datenoio/internacia-db Public registry of the intergovernmental organizations, country groups and countries. Avai 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,926 tok
ellierocks/lsw1-decomp A work-in-progress decompilation of LEGO Star Wars: The Video Game for the Nintendo GameCu 12 Claude Code, Codex, OpenCode 2 1,920 tok
OHHHHHHei/TAAC2026 12 Codex, OpenCode 1 1,726 tok
Alkiri-dAraion/KSODI-Public KSODI — structured, non-normative observation of interaction dynamics between distinguisha 12 Codex, OpenCode 1 7,323 tok
LeoKemp223/em_rag A lightweight local RAG for embedded developers based on the standard MCP protocol. It int 12 Claude Code, Codex, Gemini CLI, OpenCode 3 1,167 tok
bacpop/sparrowhawk sparrowhawk.bacpop.org In-browser tools for bacterial genome analysis 🦅 12 Codex, OpenCode 1 4,077 tok
ammnt/angie ammnt.fun Distroless Angie with HTTP/3, QUIC, ECH and PQC support🚀 12 Codex, OpenCode 1 1,444 tok
xD4O/memento An Agentic Multimodal AI Journal with Persistent Memory and Retrieval-Grounded Interaction 12 Codex, OpenCode 1 1,453 tok
francurieses/claudia-5gc From-scratch 5G Core Standalone (3GPP Rel-17) — NRF, AMF, SMF, UPF, PCF, UDM, AUSF, NSSF, 12 Claude Code, Codex, OpenCode 2 12,323 tok
bisonbet/BisonNotes-AI BisonNotes AI is an app that will record audio, create transcripts of the audio and summar 12 Claude Code, Codex, OpenCode 2 5,282 tok
Darkzarich/Smiler Smiler is my own MEVN (MongoDB, Express, Vue.js, Node.js) site similar to reddit.com or 9g 12 Codex, OpenCode 1 4,091 tok
Buyukcaglar/DOSBoxPureStandalone 12 Codex, OpenCode 1 3,007 tok
yurilopes/Copilot-Tools-Gateway 12 Codex, OpenCode 1 1,245 tok
YetheSamartaka-Foxy/Foxy Foxy 12 Claude Code, Codex, OpenCode 3 2,784 tok
RezaParsian/RpCli A command-line interface tool that leverages AI to help with Git commit message generation 12 Codex, OpenCode 1 1,212 tok
James19890801/feishu-codex-digital-employee Feishu real-person identity digital employee: user message polling, WebSocket-assisted lis 12 Codex, OpenCode 1 840 tok
Naptila/recaf-mcp An MCP server for headless Recaf analysis, decompilation, search, bytecode patching, and J 12 Codex, OpenCode 1 887 tok
cuevaio/normal normal.fast Cool WhatsApp MCP 12 Claude Code, Codex, Cursor, OpenCode 3 1,842 tok
bomly-dev/bomly-cli bomly.dev Free, open-source CLI for dependency intelligence, SBOMs, vulnerability auditing, and CI p 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 18,555 tok
vcqr/ashell A lightweight, attractive AI-powered cross-platform SSH client supporting SFTP, port forwa 12 Codex, OpenCode 1 156 tok
liustack/vibemaster The lighter, stronger Superpowers alternative: four skills, one working loop. Shape it, co 12 Claude Code, Codex, OpenCode 2 989 tok
JhostinAleck/brightspace-mcp MCP server for D2L Brightspace with multi-strategy authentication (TOTP, OAuth, browser, e 12 Codex, OpenCode 1 1,563 tok
dropdevrahul/campy Animated ASCII terminal pets for CLI coding agents — Claude Code, OpenCode, Pi, Gemini CLI 12 Claude Code, Codex, OpenCode 2 3,795 tok
EvolveHQ/docflow evolvehq.github.io ADR-driven documentation workflow for the Claude Code and pi coding agents: scaffold and m 12 Claude Code, Codex, OpenCode 2 1,880 tok
airtaxi/LidGuard nuget.org Keep the agent awake, even when the lid closes. 12 Claude Code, Codex, GitHub Copilot, OpenCode 13 728 tok
Mallikarjun-Roddannavar/playwright-agentic-automation Playwright + TypeScript agentic automation framework with a local LLM Wiki/codebase second 12 Codex, OpenCode 1 1,660 tok
dynobox/dynobox dynobox.xyz Cross-harness testing framework for agent skills and workflows 12 Claude Code, Codex, OpenCode 2 333 tok
henkisdabro/cloudflare-workers-react-boilerplate henkisdabro.github.io Full-stack React 19 + Cloudflare Workers template optimised for Claude Code. AI integratio 12 Claude Code, Codex, OpenCode 3 2,192 tok
tincopper/neeko A cross-platform desktop multi-project agent manager for the AI coding era, with integrate 12 Claude Code, Codex, OpenCode 36 8,493 tok
PANGKAIFENG/ai-product-manager-skills AI product manager skills for Codex/Claude: brainstorming, product research, PRD workflows 12 Codex, OpenCode 1 561 tok
rollingSirius/TradeGit Trading Journal Skill: record trades and the reasons behind them in one sentence in Claude 12 Codex, OpenCode 1 1,334 tok
davidmosiah/garmin-mcp wellness.delx.ai Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor 12 Codex, OpenCode 1 167 tok
adityasasidhar/browsercontrol adityasasidhar.github.io a vision first broswer tool 12 Claude Code, Codex, OpenCode 2 2,204 tok
LBurny/symkit-mcp It is an MCP server that lets AI agents perform step-by-step symbolic derivations: calcula 12 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,817 tok
sterlingcrispin/stillpoint Stillpoint is an open source MCP server that delivers short, welfare oriented messages to 12 Codex, OpenCode 1 1,953 tok
gethelio/helio helio.so Governance proxy for MCP - enforce policies, cap cumulative cross-tool spend across server 12 Claude Code, Codex, OpenCode 2 5,526 tok
glechic/anki-connect-server Headless AnkiConnect-compatible REST API server with AnkiWeb sync support and MCP server i 12 Codex, OpenCode 1 49 tok
R00T-Kim/SCOUT r00t-kim.github.io Deterministic firmware-to-exploit evidence engine. Drop a firmware blob, get hash-anchored 12 Claude Code, Codex, OpenCode 2 6,515 tok
guzus/ai-research-arm ara.guzus.xyz Self-running AI-news intelligence pipeline: multi-source agents, validated research artifa 12 Claude Code, Codex, OpenCode 8 19,767 tok
mindstone/mcp-servers mindstone.com Production-ready MCP connectors for popular SaaS tools. Works with Claude Desktop, Cursor, 12 Claude Code, Codex, OpenCode 2 3,358 tok
raytone-lab/agentcanvas A visual UX configurator and scaffold generator for Agent frontends. 12 Codex, OpenCode 1 1,585 tok