How real projects configure their agents

43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
vitorpamplona/amethyst amethyst.social Nostr client for Android 1,599 Claude Code 37
shiwenwen/hope-agent 🦭 A cross-device desktop AI assistant with memory, persistent goal pursuit, and dynamic m 1,597 Claude Code, Codex, OpenCode 2 3,390 tok
mark3labs/mcphost A CLI host application that enables Large Language Models (LLMs) to interact with external 1,597 Codex, OpenCode 2 380 tok
Klotzkette/claude-fuer-deutsches-recht ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz- 1,592 Claude Code, Codex, OpenCode 2 4,137 tok
actionbook/actionbook actionbook.app Let your AI agent get the sources behind logins and paywalls. 1,591 Claude Code 1 3,880 tok
fabro-sh/fabro fabro.sh ⚒️ The open source dark software factory for expert engineers. 1,591 Claude Code, Codex, OpenCode 6 4,436 tok
DeadWaveWave/opencove Your infinite canvas workspace for agents, tasks, knowledge, and research. An infinite can 1,586 Codex, OpenCode 1 1,183 tok
xiufengsun/TokenTracker tokentracker.cc Local-first AI token usage & cost tracker for 31 coding tools incl. Claude Code, Codex, Cu 1,586 Claude Code, Codex, OpenCode 2 5,336 tok
Kaelio/ktx docs.kaelio.com ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Cod 1,585 Claude Code, Codex, Gemini CLI, OpenCode 3 6,708 tok
TencentCloud/Octop octop.cloud A smarter, self-hosted AI assistant — multi-user, multi-agent. 1,579 Claude Code, Codex, Cursor, OpenCode 2 7,899 tok
Flux159/mcp-server-kubernetes npmjs.com MCP Server for kubernetes management commands 1,578 Claude Code, Codex, OpenCode 2 1,452 tok
mex-memory/mex mexmemory.com Team memory for engineers and their AI agents. Lives in your repo. Shared through Git. 1,574 Claude Code, Codex, OpenCode 4 858 tok
pedrohcgs/claude-code-my-workflow psantanna.com A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent rev 1,573 Claude Code 8 2,238 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
erictli/scratch A minimalist, offline-first markdown note-taking app 1,570 Claude Code 1 505 tok
zzet/gortex gortex.dev High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, m 1,569 Claude Code, Codex 1 5,172 tok
svnscha/mcp-windbg svnscha.de Model Context Protocol for WinDbg. 1,568 Claude Code, GitHub Copilot 2 3,455 tok
xLLM-AI/xllm xllm-ai.com A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for divers 1,568 Claude Code, Codex, OpenCode 6 810 tok
Prismer-AI/PrismerCloud prismer.cloud Prismer Cloud 1,565 Claude Code 1 1,275 tok
m4tt72/terminal term.fathi.me Terminal style website 1,563 Codex, OpenCode 1 1,211 tok
jasonkneen/tiny-world-builder tinyworld.build tiny-world-builder 1,562 Claude Code, Codex, OpenCode 36 2,585 tok
docker/mcp-gateway docker mcp CLI plugin / MCP Gateway 1,562 Claude Code 3 1,077 tok
rivet-dev/sandbox-agent sandboxagent.dev Run Coding Agents in Sandboxes. Control Them Over HTTP. Supports Claude Code, Codex, OpenC 1,561 Claude Code, Codex, OpenCode 5 1,295 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
GWUDCAP/cc-sessions an opinionated approach to productive development with Claude Code 1,552 Claude Code 1 3,761 tok
MrGeDiao/shuorenhua chatgpt.com Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, 1,551 Claude Code, Codex, OpenCode 2 370 tok
utkuozdemir/nvidia_gpu_exporter Nvidia GPU exporter for prometheus using nvidia-smi binary OR using NVML 1,551 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,539 tok
CopilotKit/OpenGenerativeUI opengenerativeui.copilotkit.ai Open-Source Generative UI Framework 1,544 Claude Code 1 2,348 tok
disler/claude-code-hooks-multi-agent-observability Real-time monitoring for Claude Code agents through simple hook event tracking. 1,536 Claude Code, Codex, Gemini CLI, OpenCode 40 88 tok
PaperDebugger/paperdebugger paperdebugger.com A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing 1,536 Claude Code 1
kenryu42/cc-safety-net ccsafetynet.com A pre-execution guard for AI coding agents. It blocks destructive Git and file system comm 1,535 Claude Code, Codex, OpenCode 2 724 tok
AnalyseDeCircuit/oxideterm oxideterm.app AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero 1,531 Claude Code, Codex, OpenCode 5 2,254 tok
kaansenol5/VibeOS A completely vibecoded operating system targeting Aarch64 1,530 Claude Code 1 4,883 tok
buzz-language/buzz buzz-lang.dev 👨‍🚀 buzz, A small/lightweight statically typed scripting language 1,528 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
coulsontl/ai-toolbox Personal AI Toolbox 1,523 Codex, OpenCode 2 20,900 tok
duneanalytics/spellbook SQL views for Dune 1,518 Claude Code, Codex, OpenCode 9 2,328 tok
AminForou/mcp-gsc Google Search Console Insights with Claude AI for SEOs 1,517 Claude Code 1 725 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 8 2,429 tok
moq-dev/moq moq.dev Media over QUIC: Real-time latency at massive scale 1,514 Claude Code, Codex, OpenCode 8 2,148 tok
golemcloud/golem learn.golem.cloud Golem Cloud is the agent-native platform for building AI agents and distributed applicatio 1,513 Claude Code, Codex, OpenCode 33 3,530 tok
dvdsgl/claude-canvas Give Claude Code an external monitor 1,512 Claude Code 1 770 tok
Azure/data-api-builder aka.ms Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Datab 1,512 GitHub Copilot 1 2,070 tok
VersusControl/devops-ai-guidelines versusincident.com First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enter 1,510 GitHub Copilot 1 410 tok
edmund-io/edmunds-claude-code 1,506 Claude Code 25
kai-scheduler/KAI-Scheduler KAI Scheduler is an open source Kubernetes Native scheduler for AI workloads at large scal 1,506 Claude Code, Codex, OpenCode 3 2,110 tok
fynnfluegge/agtx 🏄🏼‍♂️ The blackboard for coding agents - agentic development environment for claude code 1,506 Claude Code, Codex, OpenCode 3 28,852 tok