How real projects configure their agents

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
mamertofabian/mcp-everything-search usemcp.com 367 Claude Code, Codex, OpenCode 15 3,824 tok
yukuku/androidbible alkitab.app Open Source Bible for Android 366 Codex, OpenCode 1 3,904 tok
secure-agentic-framework/saf-mcp secureagenticframework.org SAF-MCP is a comprehensive security framework for documenting and mitigating threats in th 366 Claude Code, Codex 1 —
honojs/cli Command-line tool for Hono, made for AI coding agents 365 Claude Code, Codex, OpenCode 2 893 tok
linhay/harmony-next.skills Offline HarmonyOS NEXT developer skill library for AI coding assistants. Covers API 12–26 365 Codex, OpenCode 1 46 tok
imsai-sh/awesome-deepseek-harness-plugins deepseek1024.com DeepSeek Harness plugin store, marketplace and hub — 11,000+ dsh plugins with search, rank 365 Claude Code, Codex, OpenCode 2 1,060 tok
richkuo/go-trader Crypto trading bot — backtesting, paper trading, live trading with risk management 364 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,558 tok
mylxsw/typeflux typeflux.app Typeflux is a macOS menu bar voice input tool built with Swift. It is designed for a fast 364 Claude Code, Codex, OpenCode 2 4,724 tok
poteto/brainmaxxing stupid simple persistent memory and skill improvement 364 Claude Code, Codex 10 90 tok
ttktjmt/mjswan mjswan.com MuJoco Simulation on WebAssembly with Neural networks 364 Claude Code, Codex, OpenCode 6 619 tok
Kronuz/Xapiand kronuz.github.io Xapiand: A RESTful Search Engine 363 Codex, OpenCode 1 2,786 tok
rgomezcasas/dotfiles :penguin: Simple, fast, productivity-increaser dotfiles 363 Claude Code, Codex, OpenCode 3 403 tok
NYTEMODEONLY/polyterm Polymarket in your terminal. 363 Codex, OpenCode 1 407 tok
tinystruct/tinystruct tinystruct.org A lightweight, modular Java application framework for web and CLI development, des 363 Claude Code, Codex 1 —
ericjypark/codex-island codexisland.com CodexIsland - AI usage limits in your MacBook notch 363 Claude Code, Codex, OpenCode 2 4,316 tok
csml-rpi/Foam-Agent sciencedirect.com Foam-Agent: A large language model-based multi-agent framework for automating computationa 363 Codex, OpenCode 1 1,171 tok
mengjian-github/xiaomo-starter-kit xiaomo.dev 🐈‍⬛ OpenClaw Chinese AI assistant template | Get your own AI personal assistant in 5 minu 362 Codex, OpenCode 1 261 tok
evstack/ev-node A modular framework for building performant networks, pushing the boundary of today in ord 362 Claude Code, Codex, OpenCode 2 1,221 tok
apache/camel-spring-boot-examples camel.apache.org Apache Camel Spring Boot Examples 362 Codex, OpenCode 1 1,586 tok
judder659/Forven 362 Codex, OpenCode 1 2,822 tok
Singtaa/OneJS onejs.com Your web skills, now in Unity. 362 Claude Code, Codex, OpenCode 2 4,317 tok
awizemann/harness awizemann.github.io AI-driven user testing for iOS Simulator, macOS apps, and web apps. Write a goal in plain 362 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,968 tok
getsentry/vitest-evals npmjs.com A vitest extension for running evals. 362 Claude Code, Codex, OpenCode 2 635 tok
laraowl/laraowl laraowl.mintlify.site open-source, self-hosted monitoring platform for Laravel. Track requests, exceptions, data 362 Claude Code, Codex, Gemini CLI 8 5,078 tok
pixijs/pixijs-skills Official AI skills for PixiJS. These skills teach AI coding agents how to correctly use Pi 362 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,527 tok
Neeeophytee/finding-unknowns-skills 14 installable skills for Claude Code, OpenAI Codex, and Hermes: find unknowns, clarify re 362 Claude Code, Codex, OpenCode 2 2,894 tok
natolambert/colloquium natolambert.github.io A markdown native slides tool for academics building with agents. 362 Claude Code, Codex, OpenCode 4 1,173 tok
lovstudio/Ataru lovstudio.ai High-performance AI memory retrieval for local agent history — a Rust search core (SDK / A 361 Claude Code, Codex, OpenCode 2 2,417 tok
NTCoding/claude-skillz Random Claude skills for common, simple programming tasks 361 Claude Code, Codex, OpenCode 3 1,157 tok
vyrx-dev/toofan A minimal, lightning-fast typing TUI for your terminal 361 Codex, OpenCode 1 1,242 tok
ffroliva/gflow-cli ffroliva.github.io Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched an 361 Claude Code, Codex, GitHub Copilot, OpenCode 22 12,521 tok
adamjmurray/producer-pal AI music production assistant for Ableton Live 361 Claude Code, Codex, Gemini CLI, OpenCode 3 4,956 tok
whitelonng/mancode whitelonng.github.io AI coding agent harness. Five modes: practice to playoffs. Stop your AI from over-engineer 360 Codex, OpenCode 1 2,859 tok
responsibleai/ASSERT responsibleai.github.io Requirement-driven evaluation harness for AI agents and LLM applications. Generate behavio 360 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 6 6,087 tok
omagents/omagents 359 Codex, OpenCode 1 5,958 tok
Xuanwo/xurl xURL: Client for AI Agents URLs 359 Codex, OpenCode 1 1,598 tok
benchflow-ai/benchflow benchflow.ai Research infra for creating RL environments, post-training, and evals. 359 Claude Code, Codex, OpenCode 10 1,674 tok
patriceckhart/zot zot.sh Yet another coding agent harness, lightweight and written in go. 359 Codex, OpenCode 1 1,931 tok
kunchenguid/gh-axi GitHub CLI for agents — designed with AXI (Agent eXperience Interface). 359 Claude Code, Codex, OpenCode 2 1,082 tok
0cv/herdr-mobile-relay Approve and monitor Herdr agents remotely from your phone, a mobile web app for Android/iO 359 Claude Code, Codex, OpenCode 2 916 tok
spences10/mcp-omnisearch 🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engin 358 Codex, OpenCode 1 91 tok
Infatoshi/netherite 358 Codex, OpenCode 1 16,313 tok
shanggqm/codexU shanggqm.github.io macOS desktop widget for OpenAI Codex usage, quota tracking, token usage, and today task b 358 Claude Code, Codex, OpenCode 3 2,193 tok
jahala/tilth jahala.github.io Smart code reading for humans and AI agents. Definitions, callers, dependencies and functi 358 Claude Code, Codex, OpenCode 2 2,459 tok
clay-good/OpenLore Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the h 358 Claude Code, Codex, OpenCode 3 10,694 tok
mindroom-ai/mindroom mindroom.chat AI agents that know you and your work, in a chat app anyone can use. Open source, any mode 358 Claude Code, Codex, OpenCode 15 7,683 tok
pnsk-lab/saizeriya Saizeriya Protocol Implementation of server and client 357 Codex, OpenCode 2 23 tok
starbaser/ccproxy Build mods for Claude Code: Hook any request, modify any response, /model "with-your-custo 357 Claude Code, Codex, OpenCode 2 8,195 tok
Charlie85270/Dorothy dorothyai.app Dorothy, the wife your AI agents needs. 357 Claude Code, Codex 4 259 tok
milady-ai/milady milady.ai terminally online 356 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 14,208 tok