How real projects configure their agents

32,066 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
kennethreitz/pytheory pytheory.org Music Theory for Humans. 1,639 Claude Code 3 348 tok
TeamHypersomnia/Hypersomnia hypersomnia.io Multiplayer top-down shooter made from scratch in C++. Web version: https://play.hypersomn 1,639 Claude Code 1 3,036 tok
leonardsellem/n8n-mcp-server MCP server that provides tools and resources for interacting with n8n API 1,635 Claude Code, Codex, OpenCode 2 428 tok
mediar-ai/terminator t8r.tech playwright for windows computer use 1,634 Claude Code 2 504 tok
gomlx/gomlx GoMLX: An Accelerated Machine Learning Framework For Go 1,632 Claude Code 1
bklit/bklit-ui bklit.com Open-source UI & Charts library 1,632 Claude Code, Codex, OpenCode 11 589 tok
ai4s-research/open-science openedscience.com Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Window 1,628 Claude Code, Codex, OpenCode 3 818 tok
ZeroDeng01/sublinkPro demo.sublinkpro.dpdns.org ✨ Modern proxy subscription management platform | Smart categorization · Professional spee 1,625 Claude Code, Codex, OpenCode 9 5,241 tok
pixeltable/pixeltable docs.pixeltable.com The unified multimodal backend for AI data apps. Database, orchestration, and serving in o 1,619 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,174 tok
karanhudia/borg-ui docs.borgui.com Replace complex Borg Backup terminal commands with a beautiful web UI. Create, schedule, a 1,611 Claude Code, Codex, OpenCode 9 913 tok
ezyang/codemcp Coding assistant MCP for Claude Desktop 1,607 Claude Code 1 21 tok
nerevu/riko A Python stream processing engine modeled after Yahoo! Pipes 1,606 Claude Code 1 8,098 tok
nyaruka/phonenumbers Go port of Google's libphonenumber library 1,603 Claude Code 1
Priivacy-ai/spec-kitty spec-kitty.ai Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cur 1,603 Claude Code, Codex, OpenCode 3 11,366 tok
vitorpamplona/amethyst amethyst.social Nostr client for Android 1,598 Claude Code 37
actionbook/actionbook actionbook.app Let your AI agent get the sources behind logins and paywalls. 1,591 Claude Code 1 3,880 tok
Klotzkette/claude-fuer-deutsches-recht ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz- 1,590 Claude Code, Codex, OpenCode 2 4,137 tok
shiwenwen/hope-agent 🦭 A cross-device desktop AI assistant with memory, persistent goal pursuit, and dynamic m 1,589 Claude Code, Codex, OpenCode 2 3,390 tok
fabro-sh/fabro fabro.sh ⚒️ The open source dark software factory for expert engineers. 1,583 Claude Code, Codex, OpenCode 6 4,341 tok
Kaelio/ktx docs.kaelio.com ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Cod 1,582 Claude Code, Codex, Gemini CLI, OpenCode 3 6,708 tok
Flux159/mcp-server-kubernetes npmjs.com MCP Server for kubernetes management commands 1,578 Claude Code, Codex, OpenCode 2 1,452 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. 1,573 Claude Code, Codex, OpenCode 4 410 tok
xiufengsun/TokenTracker tokentracker.cc Local-first AI token usage & cost tracker for 31 coding tools incl. Claude Code, Codex, Cu 1,573 Claude Code, Codex, OpenCode 2 5,336 tok
pedrohcgs/claude-code-my-workflow psantanna.com A ready-to-fork Claude Code template for academics using LaTeX/Beamer + R. Multi-agent rev 1,570 Claude Code 8 2,238 tok
erictli/scratch A minimalist, offline-first markdown note-taking app 1,569 Claude Code 1 505 tok
zzet/gortex gortex.dev High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, m 1,568 Claude Code, Codex 1 5,172 tok
svnscha/mcp-windbg svnscha.de Model Context Protocol for WinDbg. 1,567 Claude Code 1 3,289 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
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
docker/mcp-gateway docker mcp CLI plugin / MCP Gateway 1,562 Claude Code 3 1,077 tok
jasonkneen/tiny-world-builder tinyworld.build tiny-world-builder 1,560 Claude Code, Codex, OpenCode 36 2,585 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
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
CopilotKit/OpenGenerativeUI opengenerativeui.copilotkit.ai Open-Source Generative UI Framework 1,543 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. 1,534 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 1,534 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 1,534 Claude Code, Codex, OpenCode 2 724 tok
Prismer-AI/PrismerCloud prismer.cloud Prismer Cloud 1,534 Claude Code 1 1,275 tok
TencentCloud/Octop octop.cloud A smarter, self-hosted AI assistant — multi-user, multi-agent. 1,533 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, 1,532 Claude Code, Codex, OpenCode 2 370 tok
kaansenol5/VibeOS A completely vibecoded operating system targeting Aarch64 1,530 Claude Code 1 4,883 tok
AnalyseDeCircuit/oxideterm oxideterm.app AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero 1,523 Claude Code, Codex, OpenCode 5 2,254 tok
duneanalytics/spellbook SQL views for Dune 1,518 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
moq-dev/moq moq.dev Media over QUIC: Real-time latency at massive scale 1,512 Claude Code, Codex, OpenCode 8 2,144 tok
dvdsgl/claude-canvas Give Claude Code an external monitor 1,511 Claude Code 1 770 tok