How real projects configure their agents

44,817 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
567-labs/instructor python.useinstructor.com structured outputs for llms 14,098 Claude Code 1 3,148 tok
qazbnm456/awesome-web-security awesomelists.top 🐶 A curated list of Web Security materials and resources. 14,008 Claude Code 1 3,273 tok
CodebuffAI/freebuff freebuff.com The free coding agent 13,988 Codex, OpenCode 1 259 tok
Untrivial-ai/agent-orchestrator Plan, run and supervise fleets of agents from task to merged PR. Desktop (macOS, Windows, 13,972 Claude Code, Codex, OpenCode 5 3,492 tok
rabbitmq/rabbitmq-server rabbitmq.com Open source RabbitMQ: core server and tier 1 (built-in) plugins 13,955 Claude Code, Codex, Gemini CLI, OpenCode 3 4,982 tok
coleam00/context-engineering-intro Context engineering is the new vibe coding - it's the way to actually make AI coding assis 13,901 Claude Code 3 693 tok
EverMind-AI/EverOS evermind.ai One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, an 13,824 Claude Code 8 1,132 tok
MiniMax-AI/skills 13,793 Claude Code 1 —
StarTrail-org/LEANN arxiv.org [MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. En 13,775 Claude Code 1 2,437 tok
XiaomiMiMo/MiMo-Code mimo.xiaomi.com MiMo Code: Where Models and Agents Co-Evolve 13,760 Claude Code, Codex, OpenCode 3 903 tok
modelcontextprotocol/typescript-sdk ts.sdk.modelcontextprotocol.io The official TypeScript SDK for Model Context Protocol servers and clients 13,715 Claude Code 1 295 tok
anomalyco/opentui opentui.com OpenTUI is a library to build terminal user interfaces (TUI) 13,714 Codex, OpenCode 1 1,100 tok
OpenByteInc/QuantDinger ai.quantdinger.com Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integratio 13,551 Claude Code, Codex, OpenCode 2 776 tok
sirmalloc/ccstatusline 🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, th 13,537 Claude Code, Codex, OpenCode 2 2,076 tok
ccfos/nightingale n9e.io Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI 13,453 Claude Code 1 2,244 tok
plantuml/plantuml plantuml.com Generate diagrams from textual description 13,402 Claude Code, GitHub Copilot 2 1,273 tok
milind-soni/OpenMausBot openmausbot.com Open-source Grok Bot alternative with a virtual machine that bots can use 13,395 Claude Code, Codex, OpenCode 3 300 tok
mrexodia/ida-pro-mcp plugins.hex-rays.com AI-powered reverse engineering assistant that bridges IDA Pro with language models through 13,379 Claude Code 1 1,135 tok
Portkey-AI/gateway portkey.ai A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardra 13,329 Claude Code 1 844 tok
InsForge/InsForge insforge.dev The all-in-one, open-source backend platform for agentic coding. InsForge gives your codin 13,286 Claude Code, Codex, GitHub Copilot 9 1,185 tok
MetaMask/metamask-extension metamask.io :globe_with_meridians: :electric_plug: The MetaMask browser extension enables browsing Eth 13,250 Claude Code, Codex, Cursor, OpenCode 3 14,615 tok
seleniumbase/SeleniumBase seleniumbase.io Browser automation, web scraping, E2E-testing, and stealth in one SDK. SeleniumBase CDP Mo 13,224 Codex, OpenCode 1 2,122 tok
nasa/openmct nasa.github.io A web based mission control framework. 13,204 Claude Code, Codex, Gemini CLI, OpenCode 3 1,727 tok
TencentCloud/CubeSandbox cubesandbox.com Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents. 13,175 Claude Code, Codex, OpenCode 11 232 tok
NangoHQ/nango nango.dev Connect your agents & product to 1,000 APIs. 13,130 Claude Code, Codex, OpenCode 13 681 tok
ixartz/Next-js-Boilerplate nextjs-boilerplate.com 🚀🎉📚 Nextjs Boilerplate and Starter with App Router and Page Router support, Tailwind CS 13,091 Claude Code, Codex, OpenCode 2 886 tok
Piebald-AI/claude-code-system-prompts All parts of Claude Code's system prompt, 27 builtin tool descriptions, sub agent prompts 13,091 Claude Code 1 362 tok
hydra-db/hydradb hydradb.com HydraDB - fast graph database on object storage 13,075 Codex, OpenCode 1 4,662 tok
vnotex/vnote docs.vnote.fun A pleasant note-taking platform with native speed, majoring in Markdown, MindMap, Typst, a 13,033 Codex, OpenCode 1 5,413 tok
blackboardsh/electrobun electrobun.dev Build ultra fast, tiny, and cross-platform desktop apps with TypeScript, Zig, Rust, Go, or 13,030 Claude Code, Codex 2 371 tok
run-llama/liteparse developers.llamaindex.ai A fast, helpful, and open-source document parser 12,989 Claude Code, Codex, OpenCode 2 2,135 tok
datahub-project/datahub datahub.com The Context Platform for your Data and AI Stack 12,956 Claude Code, Codex, OpenCode 4 7,376 tok
elie222/inbox-zero getinboxzero.com The world's best AI personal assistant for email. Open source app to help you reach inbox 12,924 Claude Code, Codex, Cursor, OpenCode 27 2,083 tok
maxrave-dev/SimpMusic simpmusic.org A cross-platform music app using YouTube Music for backend 12,831 Claude Code 24 —
vercel-labs/portless portless.sh Replace port numbers with stable, named local URLs. For humans and agents. 12,831 Claude Code, Codex, OpenCode 2 1,587 tok
humanlayer/humanlayer humanlayer.dev The best way to get AI coding agents to solve hard problems in complex codebases. 12,815 Claude Code, Codex, OpenCode 32 3,747 tok
Wei-Shaw/claude-relay-service pincc.ai CRS — a self-hosted Claude Code mirror and all-in-one open-source proxy service that provi 12,785 Claude Code 1 2,425 tok
The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge code2tutorial.com Pocket Flow: Codebase to Tutorial 12,741 Cursor 1 —
Tracer-Cloud/opensre discord.com The open-source agent for CI/CD reliability. 12,728 Claude Code, Codex, OpenCode 3 1,596 tok
simonw/llm llm.datasette.io Access large language models from the command-line 12,709 Codex, OpenCode 1 100 tok
laradock/laradock laradock.io Full PHP development environment for Docker. Run Laravel, Symfony, CodeIgniter, Phalcon, W 12,682 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 584 tok
zilliztech/claude-context Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 12,673 Claude Code, Codex, OpenCode 2 1,547 tok
axolotl-ai-cloud/axolotl docs.axolotl.ai Go ahead and axolotl questions 12,668 Claude Code, Codex, OpenCode 2 3,197 tok
elastic/beats elastic.co :tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash 12,651 Claude Code, Codex, OpenCode 2 1,700 tok
infracost/infracost infracost.io Cloud cost intelligence for engineers, AI coding agents, and CI/CD 💰📉 Shift FinOps Left! 12,610 Claude Code, Codex, OpenCode 2 501 tok
mnfst/awesome-free-llm-apis List of Permanent Free LLM API (API Keys) 12,339 Claude Code 3 366 tok
NVIDIA/cosmos nvidia.com NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables develo 12,292 Codex, OpenCode 1 356 tok
MemTensor/MemOS memos.openmem.net Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, an 12,278 Claude Code, Codex, OpenCode 7 3,034 tok
tw93/Kami kami.tw93.fun 👩‍🚒 Good content deserves good paper. Layout rules and templates that let AI agents expo 12,278 Codex, OpenCode 1 9,223 tok
Jeffallan/claude-skills 67 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pa 12,238 Claude Code 1 3,410 tok