How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
suhaas/earnings-edge Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed 11 Claude Code, Codex, GitHub Copilot, OpenCode 15 14,546 tok
kelegele/ai-offline-translator kelegele.github.io Offline translation app based on the Hy-MT1.5 model and llama.cpp, with native inference o 11 Codex, OpenCode 1 5,407 tok
DotRacel/control-claude-code Bring native remote-control experience for Claude BYOK users 11 Claude Code, Codex, OpenCode 2 348 tok
sunglasses-dev/sunglasses sunglasses.dev Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, i 11 Claude Code, Codex, OpenCode 2 1,679 tok
Kiwunaka/codexRS Native Rust Codex Desktop client for Windows and Linux: tasks, diffs, Git, PTY, Browser, C 11 Codex, OpenCode 1 825 tok
AndekQR/fitatu-mcp-unofficial Unofficial Model Context Protocol server for Fitatu, with tools for food search and meal p 11 Codex, OpenCode 1 627 tok
PhilipAD/health-export-mcp healthexport.dev Open-source Apple Health MCP server for the MetricBridge iOS app: 194 metrics, 22 tools (2 11 Codex, OpenCode 1 1,251 tok
sandraschi/mixx-dj-mcp Mixxx DJ control via FastMCP — 40+ tools: decks, stems (Demucs), video decks, crates, OSC 11 Codex, Cursor, OpenCode, Windsurf 3 1,350 tok
retospect/precis-mcp pypi.org Untiring, token-efficient research collaborator: reads papers and patents, cites the parag 11 Claude Code, Codex, OpenCode 53 6,586 tok
divikwu/figcraft AI-driven Figma plugin that follows design specs. MCP bridge between IDE and Figma. 11 Claude Code, Codex, OpenCode 3 9,627 tok
prevalentWare/opencode-loop-plugin npmjs.com OpenCode loop plugin for Claude Code-style /loop recurring prompts, idle-aware scheduling, 11 Codex, OpenCode 1 982 tok
Aitherium/awdk aitherium.github.io Build AI agent fleets. 3 lines, any backend, local or cloud. Effort-based model routing, 4 11 Claude Code, Codex, OpenCode 2 876 tok
IcyHot09/opengrok-mcp-server OpenGrok MCP Server is a native Model Context Protocol server that bridges your organizati 11 Claude Code, Codex, OpenCode 2 4,654 tok
IndelibleVivi/mcp-app-production-fieldlab indeliblevivi.github.io Historical standalone MCP App Production Field Lab; continued development lives in MCP Bou 11 Codex, OpenCode 1 1,365 tok
juhaku/aiwaku.nvim Bring your CLI AI tool into Neovim as a persistent sidebar panel 11 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,534 tok
benjisho/windows-mtr Windows‑native clone of Linux mtr! It's a cross‑platform Rust CLI that delivers ICMP/TCP/U 11 Codex, GitHub Copilot, OpenCode 4 1,281 tok
galarzafrancisco/ai-monorepo All AI stuff 11 Claude Code, Codex, OpenCode 19 1,972 tok
SUSE/release-notes SUSE release notes 11 Codex, Gemini CLI, OpenCode 2 4,028 tok
statecrafting/spec-spine statecraft.ing A typed, hash-verifiable ledger of who-owns-what, sitting underneath a codebase so that ma 11 Claude Code, Codex, OpenCode 19 11,050 tok
banshee-data/velocity.report velocity.report citizen radar for slow streets 🛜 tracking velocity, not identity 11 Claude Code, Codex, GitHub Copilot, OpenCode 38 6,625 tok
asynkron/Asynkron.JsEngine 11 Claude Code, Codex, OpenCode 21 3,025 tok
dazzaji/interlateral_agents Dazza's agent comms, collaboration, and other design patterns 11 Claude Code, Codex, Gemini CLI, OpenCode 31 1,458 tok
hamc/blastproof npmjs.com AI testing agent for pull requests: maps the blast radius of a diff, runs only the tests t 11 Claude Code, Codex, OpenCode 2 6,695 tok
openworkload/swm-core Sky Port makes it easy to run user workload in cloud 11 Codex, OpenCode 1 1,422 tok
nehemiaharchives/lucene-kmp Kotlin Multiplatform port of Apache Lucene Full Text Search Library works on iOS & Android 11 Claude Code, Codex, OpenCode 4 4,694 tok
elpulsocivico/pulso-civico Plataforma ciudadana y abierta de transparencia política en México. Monitoreo del Congreso 11 Codex, Gemini CLI, OpenCode 2 1,710 tok
NoaCG/NoaCG-Studio noacg.studio Web app for creating, editing, previewing, and exporting HTML broadcast graphics (lower th 11 Claude Code, Codex, OpenCode 56 686 tok
CandleViewer/CandleViewer A modern, high-performance, open-source TradingView alternative 11 Claude Code, Codex, OpenCode 17 19,819 tok
hoangsonww/Diffuse-Native-Apps hoangsonww.github.io 📸 A local-first device-history product built as five genuinely native apps -- macOS, iOS, 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 32 1,738 tok
Azure/setup-azd This GitHub Action allows you to provision resources and deploy your application on Azure 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,077 tok
InterCooperative-Network/icn intercooperative.network A substrate daemon for the cooperative internet. Constraint engine where apps translate go 10 Claude Code, Codex, GitHub Copilot, OpenCode 81 4,274 tok
PsychQuant/che-apple-mail-mcp Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ email 10 Claude Code, Codex, OpenCode 2 1,980 tok
spotify/confidence-ai-plugins 10 Claude Code, Codex, Gemini CLI, OpenCode 3 2,757 tok
forztf/open-skilled-sdd Enhancing AI coding assistants through open Spec-driven development (Spec-driven developme 10 Claude Code, Codex, OpenCode 2 2,563 tok
C-Jeril/framer-motion-skills kuakua.app AI skills for [Framer Motion](https://www.framer.com/motion/) (React animation library). T 10 Codex, GitHub Copilot, OpenCode 4 1,027 tok
rlacombe/switchback-running switchback.run Ultrarunning training companion agent powered by Intervals.icu. 10 Claude Code, Codex, Gemini CLI, OpenCode 5 5,009 tok
ryu-tada/agent-operating-protocol Fable 5-style AGENTS.md and CLAUDE.md templates for high-agency coding assistants. 10 Claude Code, Codex, OpenCode 2 3,192 tok
alexastrum/skl A lightweight, single-binary Agent Skills CLI manager written in Go 10 Codex, OpenCode 1 1,052 tok
bestcow/dear-agent Dear agent: everything you need to resume this project. A 5-file docs convention + workspa 10 Claude Code, Codex, OpenCode 5 1,094 tok
docxology/codomyrmex doi.org Modular Python coding and agent platform — LLM agents, graph RAG, static analysis, git ops 10 Claude Code, Codex, Cursor, OpenCode 20 12,526 tok
r3-yamauchi/kintone-mcp-server r3it.com MCP server sample for kintone (Unofficial) https://www.r3it.com/blog/kintone-mcp-server-20 10 Claude Code, Codex, OpenCode 2 13,084 tok
sundl123/miniclaw 🦞🦀 Your tiny coding claw. Learn to build an AI coding agent from scratch—small, simple, 10 Codex, OpenCode 1 1,169 tok
DeepLink-org/probing Dynamic Performance Profiler for Distributed AI 10 Codex, OpenCode 1 3,615 tok
michaelChe956/Cadence-skills claude code skills for coding workflow 10 Claude Code, Codex, OpenCode 4 2,978 tok
amitpatole/claude-genkit-plugin Firebase Genkit Plugin for Claude Code 10 Codex, OpenCode 1 2,940 tok
mrkanitkar/playwright-praman praman.dev AI-First SAP UI5 Test Automation for Playwright 10 Claude Code, Codex, GitHub Copilot, OpenCode 12 9,282 tok
Celasha/Toolasha Tools for Milky Way Idle 10 Claude Code, Codex, OpenCode 2 2,521 tok
BrianIS8090/SWARM Organize an unlimited number of mixed CLI agents (Claude, Gemini, Codex) to work simultane 10 Claude Code, Codex, OpenCode 13 3,852 tok
matheusbernardopro-source/ekyte_mcp_server MCP Server do Ekyte para Codex: cria e atualiza tarefas/projetos, lista workspaces/usuario 10 Codex, OpenCode 1 1,234 tok
kimeisele/steward-protocol 10 Claude Code, Codex, OpenCode 4 3,182 tok