How real projects configure their agents

21,984 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
Flux159/mcp-server-kubernetes npmjs.com MCP Server for kubernetes management commands 1,578 Claude Code, Codex, OpenCode 2 1,452 tok
shiwenwen/hope-agent 🦭 A cross-device desktop AI assistant with memory, persistent goal pursuit, and dynamic m 1,576 Claude Code, Codex, OpenCode 2 3,390 tok
vercel-labs/dev3000 dev3000.ai Captures your web app's complete development timeline - server logs, browser events, conso 1,573 Claude Code, Codex, OpenCode 4 1,323 tok
mex-memory/mex mexmemory.com Team memory for engineers and their AI agents. Lives in your repo. Shared through Git. 1,571 Claude Code, Codex, OpenCode 4 410 tok
xLLM-AI/xllm xllm-ai.com A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for divers 1,567 Claude Code, Codex, OpenCode 6 810 tok
m4tt72/terminal term.fathi.me Terminal style website 1,563 Codex, OpenCode 1 1,211 tok
rivet-dev/sandbox-agent sandboxagent.dev Run Coding Agents in Sandboxes. Control Them Over HTTP. Supports Claude Code, Codex, OpenC 1,562 Claude Code, Codex, OpenCode 5 1,295 tok
jasonkneen/tiny-world-builder tinyworld.build tiny-world-builder 1,560 Claude Code, Codex, OpenCode 36 2,585 tok
xiufengsun/TokenTracker tokentracker.cc Local-first AI token usage & cost tracker for 31 coding tools incl. Claude Code, Codex, Cu 1,557 Claude Code, Codex, OpenCode 2 5,336 tok
internet-development/www-sacred sacred.computer SRCL is an open-source React component and style repository that helps you build web appli 1,556 Codex, OpenCode 1 3,609 tok
cyberpapiii/chipotlai-max The AI coding agent that runs on stolen Chipotle compute 🌯 Fork of OpenCode with Pepper A 1,556 Claude Code, Codex, OpenCode 2 1,262 tok
Moddable-OpenSource/moddable moddable.com Tools for developers to create truly open IoT products using standard JavaScript on low co 1,552 Claude Code, Codex, OpenCode 2 7,572 tok
utkuozdemir/nvidia_gpu_exporter Nvidia GPU exporter for prometheus using nvidia-smi binary OR using NVML 1,549 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,539 tok
disler/claude-code-hooks-multi-agent-observability Real-time monitoring for Claude Code agents through simple hook event tracking. 1,534 Claude Code, Codex, Gemini CLI, OpenCode 40 88 tok
kenryu42/cc-safety-net ccsafetynet.com A pre-execution guard for AI coding agents. It blocks destructive Git and file system comm 1,531 Claude Code, Codex, OpenCode 2 724 tok
buzz-language/buzz buzz-lang.dev 👨‍🚀 buzz, A small/lightweight statically typed scripting language 1,529 Codex, OpenCode 1 1,851 tok
LakshmanTurlapati/Review-Gate youtube.com Review-Gate V2 is a powerful rule for the Cursor IDE that helps you get up to 5x more valu 1,527 Codex, OpenCode 1 176 tok
Mirascope/mirascope mirascope.com The LLM Anti-Framework 1,525 Codex, Cursor, OpenCode 2 853 tok
duneanalytics/spellbook SQL views for Dune 1,517 Claude Code, Codex, OpenCode 9 2,328 tok
mxsm/rocketmq-rust rocketmqrust.com 🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. ⭐ Star to 1,515 Claude Code, Codex, OpenCode 7 2,396 tok
golemcloud/golem learn.golem.cloud Golem Cloud is the agent-native platform for building AI agents and distributed applicatio 1,514 Claude Code, Codex, OpenCode 32 3,483 tok
TencentCloud/Octop octop.cloud A smarter, self-hosted AI assistant — multi-user, multi-agent. 1,513 Claude Code, Codex, Cursor, OpenCode 2 7,899 tok
MrGeDiao/shuorenhua chatgpt.com Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, 1,510 Claude Code, Codex, OpenCode 2 370 tok
moq-dev/moq moq.dev Media over QUIC: Real-time latency at massive scale 1,509 Claude Code, Codex, OpenCode 8 2,144 tok
AnalyseDeCircuit/oxideterm oxideterm.app AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero 1,508 Claude Code, Codex, OpenCode 5 2,254 tok
kai-scheduler/KAI-Scheduler KAI Scheduler is an open source Kubernetes Native scheduler for AI workloads at large scal 1,501 Claude Code, Codex, OpenCode 3 2,110 tok
fynnfluegge/agtx 🏄🏼‍♂️ The blackboard for coding agents - agentic development environment for claude code 1,501 Claude Code, Codex, OpenCode 3 28,852 tok
yigitkonur/cli-continues resume any AI coding session in another tool — Claude Code, Copilot, Gemini, Codex, Cursor 1,500 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,193 tok
coder/agentapi HTTP API for Claude Code, Goose, Aider, Gemini, Amp, and Codex 1,499 Codex, OpenCode 1 812 tok
mattzh72/articraft Reference code for the articraft paper. 1,494 Claude Code, Codex, OpenCode 2 2,783 tok
pollen-robotics/reachy_mini hf.co Reachy Mini's SDK 1,494 Claude Code, Codex, OpenCode 3 4,730 tok
live-codes/livecodes livecodes.io A Code Playground That Just Works! 1,492 Claude Code, Codex, OpenCode 16 2,062 tok
six2dez/burp-ai-agent burp-ai-agent.six2dez.com Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy control 1,491 Claude Code, Codex, OpenCode 2 1,273 tok
siddsachar/row-bot row-bot.ai Row-Bot - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a per 1,489 Claude Code, Codex, OpenCode 2 2,634 tok
sergebulaev/linkedin-skills cccrafts.ai Claude skills for LinkedIn. 11 Claude Code and Codex skills that write human-sounding Link 1,489 Claude Code, Codex, OpenCode 2 3,946 tok
krusemediallc/arcads-claude-code Arcads external API: agent skills, prompting library, and Cursor/Claude workspace 1,487 Claude Code, Codex, OpenCode 4 1,910 tok
github/gh-stack gh.io GitHub Stacked PRs 1,485 Codex, GitHub Copilot, OpenCode 2 2,554 tok
dirac-run/dirac Coding Agent singularly focused efficiency and context curation. Reduces API costs by 50-8 1,484 Codex, OpenCode 1 777 tok
vanloctech/youwee A beautiful, cross-platform downloader for YouTube, TikTok, Instagram, and 1800+ sites (yt 1,482 Codex, OpenCode 1 1,488 tok
openonion/connectonion docs.connectonion.com The Best AI Agent Framework for Agent Collaboration. 1,480 Claude Code, Codex, OpenCode 2 10,975 tok
chrysb/alphaclaw The ultimate setup harness for OpenClaw. Deploy in minutes. Stay running for months. No CL 1,474 Claude Code, Codex, OpenCode 5 3,874 tok
NVIDIA/deepops Tools for building GPU clusters 1,472 Codex, OpenCode 1 1,353 tok
silverstein/minutes useminutes.app Open-source, local-first Granola/Otter alternative that Claude Code, Codex, Cursor, and an 1,471 Claude Code, Codex, OpenCode 3 9,954 tok
team-reflect/reflect-open Open-source Reflect rewrite: A local-first AI agent-friendly Markdown note-taking app 1,470 Claude Code, Codex, OpenCode 4 4,263 tok
limecloud/lime limeai.run Full-stack AI agent for coding, files, terminals, tools, research, content, multimodal wor 1,467 Claude Code, Codex, OpenCode 2 1,786 tok
HexmosTech/git-lrc hexmos.com Free, Micro AI Code Reviews That Run on Git Commit 1,462 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,568 tok
hyhmrright/brooks-lint hyhmrright.github.io AI code reviews grounded in 12 classic engineering books — decay risk diagnostics with boo 1,462 Claude Code, Codex, Gemini CLI, OpenCode 3 5,076 tok
inkline/inkline inkline.io Inkline is the intuitive UI Components library that gives you a developer-friendly foundat 1,462 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 27 1,855 tok
lgazo/drawio-mcp-server Draw.io Model Context Protocol (MCP) Server 1,461 Claude Code, Codex, OpenCode 3 2,228 tok
AtomicBot-ai/Atomic-Chat atomic.chat Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% 1,454 Codex, OpenCode 1 2,739 tok