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
pycaret/pycaret pycaret.org Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + Rea 9,857 Claude Code, Codex, OpenCode 9 4,649 tok
cloudflare/computer Give your agent a computer 👾 9,843 Claude Code, Codex, OpenCode 7 2,382 tok
fastrepl/anarlog anarlog.so Open source Granola AI Alternative 9,783 Claude Code, Codex, OpenCode 26 5,827 tok
modem-dev/hunk hunk.dev Review-first terminal diff viewer for agentic coders 9,776 Claude Code, Codex, OpenCode 4 3,770 tok
tobymao/sqlglot sqlglot.com Python SQL Parser and Transpiler 9,764 Claude Code, Codex, OpenCode 2 4,261 tok
basketikun/infinite-canvas canvas.best An open-source infinite canvas workspace for AI creation, integrating AI image generation, 9,736 Claude Code, Codex, OpenCode 3 2,960 tok
usekaneo/kaneo kaneo.app ⚡ Project management that doesn't become the project. Boards, Gantt charts, and GitHub int 9,729 Claude Code, Codex, OpenCode 12 1,195 tok
higress-group/higress higress.ai 🤖 AI Gateway | AI Native API Gateway 9,720 Claude Code, Codex, OpenCode 14 2,905 tok
open-pencil/open-pencil openpencil.dev AI-native design editor. Open-source Figma alternative. 9,639 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,132 tok
modelcontextprotocol/modelcontextprotocol modelcontextprotocol.io Specification and documentation for the Model Context Protocol 9,624 Claude Code, Codex, OpenCode 2 1,064 tok
1weiho/open-slide open-slide.dev A slide framework built for agents. 9,596 Claude Code, Codex, OpenCode 10 792 tok
openclaw/clawhub clawhub.ai Skill + Plugin Registry for OpenClaw 9,547 Codex, OpenCode 1 1,950 tok
LearningCircuit/local-deep-research ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.c 9,506 Claude Code, Codex, Gemini CLI, OpenCode 3 3,828 tok
Finb/Bark bark.day.app Bark is an iOS App which allows you to push custom notifications to your iPhone 9,485 Claude Code, Codex, OpenCode 2 1,491 tok
major/MySQLTuner-perl MySQLTuner is a script written in Perl that will assist you with your MySQL configuration 9,476 Claude Code, Codex, Gemini CLI 8 592 tok
pacifio/atlas tryatlas.cc Source control for agents. Use multiple coding agents, track their changes and query them 9,458 Claude Code, Codex, OpenCode 2 4,333 tok
crynta/terax-ai terax.app Lightweight (7MB) terminal-first AI-native development environment 9,436 Claude Code, Codex, OpenCode 2 7 tok
nexu-io/html-anything open-design.ai ✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills 9,428 Claude Code, Codex, OpenCode 2 391 tok
oumi-ai/oumi oumi.ai Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM! 9,425 Claude Code, Codex, OpenCode 2 508 tok
maximhq/bifrost getmaxim.ai Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and a 9,392 Claude Code, Codex, OpenCode 16 17,677 tok
mediago-dev/mediago downloader.caorushizi.cn Cross-platform video downloader — sniff and grab m3u8/HLS streams, Bilibili, YouTube and m 9,360 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,276 tok
makecindy/cindy cindy.app Consider it done. The open-source AI agent that works out of the box · Think it, and make 9,344 Claude Code, Codex, OpenCode 2 5,661 tok
eze-is/web-access A skill that gives Claude Code full internet access: three-layer channel orchestration + b 9,342 Claude Code, Codex, Gemini CLI, OpenCode 3 801 tok
MervinPraison/PraisonAI praison.ai Private AI agents for highly regulated teams, and for anyone who wants AI on their own com 9,322 Codex, OpenCode 1 1,086 tok
cloudflare/vinext vinext.dev Vite plugin that reimplements the Next.js API surface — deploy anywhere 9,319 Claude Code, Codex, OpenCode 7 9,360 tok
OutlineFoundation/outline-apps getoutline.org Outline Client and Manager. Outline Manager makes it easy to create your own VPN server. O 9,271 Codex, OpenCode 1 994 tok
chaitanyagiri/munder-difflin munderdiffl.in an open-source alternative to the dots, bots and muses of the world, run an office of clau 9,262 Claude Code, Codex 1 —
openstatusHQ/openstatus openstatus.dev Open-source status page, incident response and uptime monitoring 9,248 Claude Code, Codex, OpenCode 8 1,371 tok
mark3labs/mcp-go mcp-go.dev A Go implementation of the Model Context Protocol (MCP), enabling seamless integration bet 9,225 Codex, OpenCode 1 464 tok
azerothcore/azerothcore-wotlk azerothcore.org Complete Open Source and Modular solution for MMO 9,148 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,080 tok
kunchenguid/no-mistakes kunchenguid.github.io git push no-mistakes 9,146 Claude Code, Codex, OpenCode 17 8,302 tok
SWE-agent/mini-swe-agent mini-swe-agent.com The 100 line AI agent that solves GitHub issues or helps you in your command line. Radical 9,114 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,358 tok
CoreBunch/Instatic instatic.com The open-source alternative to Webflow, Framer and WordPress. Agentic self-hosted visual C 9,069 Claude Code, Codex, OpenCode 5 8,802 tok
strands-agents/harness-sdk strandsagents.com Build an agent harness and control it end-to-end. Open-source SDK for production AI agents 9,057 Claude Code, Codex, OpenCode 19 3,106 tok
anyproto/anytype-ts anytype.io Official Anytype client for MacOS, Linux, and Windows 9,053 Claude Code, Codex, OpenCode 11 6,931 tok
superradcompany/microsandbox docs.microsandbox.dev 🧱 easy, fast, programmable and local-first microVM runtime and library 8,956 Claude Code, Codex, OpenCode 2 5,656 tok
google/adk-go google.github.io An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticate 8,943 Claude Code, Codex, Gemini CLI, OpenCode 3 5,560 tok
redis/RedisInsight redis.io Redis GUI by Redis 8,924 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 26 2,845 tok
iflytek/astron-agent astron.ai Enterprise-grade, commercial-friendly agentic workflow platform for building next-generati 8,918 Claude Code, Codex, OpenCode 2 2,282 tok
mattpocock/sandcastle Orchestrate sandboxed coding agents in TypeScript with sandcastle.run() 8,876 Claude Code, Codex, OpenCode 5 1,290 tok
pydantic/monty pydantic.dev A secure Python sandbox, written in Rust, for code written by AI. 8,840 Claude Code, Codex, OpenCode 13 17,798 tok
superplanehq/superplane superplane.com Open source factory for one-shot engineering 8,805 Claude Code, Codex, Cursor, OpenCode 24 4,326 tok
freecodexyz/free-code x.com The free build of Claude Code. All telemetry removed, security-prompt guardrails stripped, 8,804 Claude Code, Codex, OpenCode 2 2,657 tok
librosa/librosa librosa.org Python library for audio and music analysis 8,802 Codex, OpenCode 1 212 tok
jesse-ai/jesse jesse.trade An advanced crypto trading bot written in Python 8,773 Claude Code, Codex, OpenCode 2 2,884 tok
j178/prek prek.j178.dev ⚡ A fast Git hook manager written in Rust, designed as a drop-in alternative to pre-commit 8,740 Codex, OpenCode 1 737 tok
TeamWiseFlow/xiaobei openclaw-for-business.com A customer-acquisition agent tailored for OPCs and small and micro businesses 8,687 Claude Code, Codex, OpenCode 2 5,339 tok
rikkahub/rikkahub rikka-ai.com RikkaHub is an Android APP that supports for multiple LLM providers. 8,666 Claude Code, Codex, OpenCode 7 1,646 tok
kunchenguid/firstmate Talk to one agent. Ship with a crew. 8,612 Claude Code, Codex, OpenCode 35 10,584 tok
withastro/flue flueframework.com The sandbox agent framework. 8,607 Codex, OpenCode 1 912 tok