How real projects configure their agents

23,112 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
laradock/laradock laradock.io Full PHP development environment for Docker. Run Laravel, Symfony, CodeIgniter, Phalcon, W 12,670 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 557 tok
rommapp/romm romm.app A beautiful, powerful, self-hosted ROM manager and player. 12,657 Claude Code, Codex, OpenCode 12 2,257 tok
datahub-project/datahub datahub.com The Context Platform for your Data and AI Stack 12,643 Claude Code, Codex, OpenCode 4 7,374 tok
elastic/beats elastic.co :tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash 12,643 Codex, OpenCode 1 1,665 tok
zilliztech/claude-context Code search MCP for Claude Code. Make entire codebase the context for any coding agent. 12,499 Claude Code, Codex, OpenCode 2 1,547 tok
simonw/llm llm.datasette.io Access large language models from the command-line 12,468 Codex, OpenCode 1 100 tok
axolotl-ai-cloud/axolotl docs.axolotl.ai Go ahead and axolotl questions 12,445 Claude Code, Codex, OpenCode 2 1,680 tok
run-llama/liteparse developers.llamaindex.ai A fast, helpful, and open-source document parser 12,261 Claude Code, Codex, OpenCode 2 2,104 tok
emdash-cms/emdash emdashcms.com EmDash is a full-stack TypeScript CMS based on Astro; the spiritual successor to WordPress 12,239 Claude Code, Codex, OpenCode 3 6,651 tok
vercel-labs/portless portless.sh Replace port numbers with stable, named local URLs. For humans and agents. 12,173 Codex, OpenCode 1 1,445 tok
elie222/inbox-zero getinboxzero.com The world's best AI personal assistant for email. Open source app to help you reach inbox 12,155 Claude Code, Codex, Cursor, OpenCode 26 1,754 tok
spencermountain/compromise compromise.cool modest natural-language processing 12,152 Codex, OpenCode 1 1,249 tok
FlashML-org/FreeToken FreeToken brings datacenter-scale model serving to your desktop. Run massive models locall 11,907 Claude Code, Codex, OpenCode 2 988 tok
TencentCloud/CubeSandbox cubesandbox.com Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents. 11,808 Claude Code, Codex, OpenCode 11 232 tok
CodebuffAI/freebuff freebuff.com The free coding agent 11,765 Codex, OpenCode 1 259 tok
NangoHQ/nango nango.dev Build product integrations with AI. 11,746 Claude Code, Codex, OpenCode 12 609 tok
BeehiveInnovations/pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / 11,734 Claude Code, Codex, OpenCode 4 3,590 tok
meshery/meshery meshery.io Meshery, the cloud native manager 11,710 Claude Code, Codex, GitHub Copilot, OpenCode 25 8,073 tok
jxxghp/MoviePilot movie-pilot.org NAS media library automation management tool 11,702 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,266 tok
cocoindex-io/cocoindex cocoindex.io Incremental engine for long horizon agents 🌟 Star if you like it! 11,496 Claude Code, Codex, OpenCode 5 4,383 tok
0xJacky/nginx-ui nginxui.com Yet another WebUI for Nginx 11,477 Claude Code, Codex, OpenCode 3 1,366 tok
Arize-ai/phoenix arize.com AI Observability & Evaluation 11,348 Claude Code, Codex, OpenCode 31 192 tok
toss/es-toolkit es-toolkit.dev A modern JavaScript utility library that's 2-3 times faster and up to 97% smaller, a major 11,334 Claude Code, Codex, OpenCode 8 2,737 tok
tw93/Kami kami.tw93.fun 👩‍🚒 Good content deserves good paper. 11,227 Claude Code, Codex, OpenCode 2 6,917 tok
MemTensor/MemOS memos.openmem.net Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, an 11,209 Claude Code, Codex, OpenCode 7 3,034 tok
holaboss-ai/holaOS holaos.ai Open-source agentic workspace enterprises can make their own. Connect the systems you alre 11,169 Claude Code, Codex, OpenCode 2 1,361 tok
cobusgreyling/loop-engineering cobusgreyling.github.io Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Desig 11,093 Codex, OpenCode 1 457 tok
aden-hive/hive Multi-Agent Harness for Production AI 11,021 Claude Code, Codex, OpenCode 4 380 tok
Untrivial-ai/agent-orchestrator aoagents.dev Agent IDE that enables you to manage fleets of coding agents. It comes with an agentic orc 11,008 Claude Code, Codex, OpenCode 4 2,953 tok
Tracer-Cloud/opensre discord.com Build your own AI SRE agents. The open source toolkit for the AI era. 11,006 Claude Code, Codex, OpenCode 3 6,820 tok
ValueCell-ai/valuecell valuecell.ai ValueCell is a community-driven, multi-agent platform for financial applications. 11,004 Codex, OpenCode 1 1,224 tok
EKKOLearnAI/hermes-studio hermes-studio.ai Web dashboard for Hermes Agent — multi-platform AI chat, session management, scheduled job 10,904 Codex, OpenCode 1 586 tok
modelcontextprotocol/inspector modelcontextprotocol.io Visual testing tool for MCP servers 10,834 Claude Code, Codex, OpenCode 13 16,145 tok
huggingface/ml-intern 🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML mo 10,767 Codex, OpenCode 1 1,007 tok
data-privacy-stack/presidio presidio.dataprivacystack.org An open-source framework for detecting, redacting, masking, and anonymizing sensitive data 10,759 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,710 tok
numman-ali/openskills Universal skills loader for AI coding agents - npm i -g openskills 10,742 Claude Code, Codex, OpenCode 2 301 tok
langchain-ai/open-swe langchain.com An Open-Source Asynchronous Coding Agent 10,676 Claude Code, Codex, OpenCode 3 768 tok
skypilot-org/skypilot skypilot.ai The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one 10,571 Claude Code, Codex, OpenCode 2 3,959 tok
VoltAgent/voltagent voltagent.dev AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework 10,562 Claude Code, Codex, OpenCode 2 340 tok
cosscom/coss coss.com coss.com/ui is the official design system of Cal.com 10,537 Codex, OpenCode 1 48 tok
yugabyte/yugabyte-db yugabyte.com YugabyteDB - the cloud native distributed SQL database for mission-critical applications. 10,517 Claude Code, Codex, OpenCode 13 1,339 tok
woocommerce/woocommerce woocommerce.com A customizable, open-source ecommerce platform built on WordPress. Build any commerce solu 10,492 Claude Code, Codex, OpenCode 16 5,088 tok
github/copilot-sdk Multi-platform SDK for integrating GitHub Copilot Agent into apps and services 10,460 Claude Code, Codex, GitHub Copilot 8 3,604 tok
dmtrKovalenko/fff fff.dmtrkovalenko.dev The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, 10,421 Claude Code, Codex, OpenCode 2 1,324 tok
google/benchmark A microbenchmark support library 10,388 Codex, OpenCode 1 410 tok
Kuberwastaken/claurst claurst.kuber.studio Agentic Coding for Builders who Ship 10,291 Codex, OpenCode 1 2,407 tok
unoplatform/uno platform.uno Open-source platform for building cross-platform native Mobile, Web, Desktop, and Embedded 10,039 Claude Code, Codex, GitHub Copilot, OpenCode 36 5,186 tok
diet103/claude-code-infrastructure-showcase Examples of my Claude Code infrastructure with skill auto-activation, hooks, and agents 10,017 Claude Code, Codex 23
microsoft/vscode-copilot-chat code.visualstudio.com Copilot Chat extension for VS Code 9,970 Claude Code, Codex, GitHub Copilot 6 7,048 tok
cloudflare/moltworker blog.cloudflare.com Run OpenClaw, (formerly Moltbot, formerly Clawdbot) on Cloudflare Workers 9,959 Codex, OpenCode 1 2,483 tok