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
Azure-Samples/AI-Gateway aka.ms Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure AP 986 Claude Code, Codex, OpenCode 8 1,322 tok
shanraisshan/codex-cli-best-practice linkedin.com from vibe coding to agentic engineering - practice makes codex perfect 986 Claude Code, Codex, OpenCode 31 1,944 tok
piratuks/invoice-builder Invoice and quotation builder desktop app with PDF export, designed for small businesses a 986 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,558 tok
agent-sh/agentsys agent-sh.github.io AI writes code. This automates everything else · 24 plugins · 49 agents · 44 skills · for 985 Claude Code, Codex, Kiro, OpenCode 31 3,475 tok
chainstacklabs/pumpfun-bonkfun-bot A fully functional pump.fun / letsbonk.fun trading and sniping bot not relying on any 3rd 985 Claude Code, Codex, OpenCode 2 6,012 tok
spring-projects/spring-tools spring.io The next generation of tooling for Spring Boot, including support for Cloud Foundry manife 982 Claude Code 2 1,995 tok
Pantheon-Security/medusa pantheonsecurity.io AI-first security scanner. NEW in v2026.7: Claude Code compromise detection — vet .claude/ 981 Claude Code 1 2,806 tok
cloudflare/nimbus Docs for humans and agents, built on Astro 980 Claude Code 1 3,540 tok
vercel-labs/next-skills 979 Claude Code, Codex, OpenCode 2 105 tok
zhu1090093659/spec_driven_develop Spec-driven development workflow for AI coding agents: architecture-first planning, task d 978 Claude Code, Codex, OpenCode 2 681 tok
anthropics/claude-code-base-action This repo is a mirror of the contents of base-action in https://github.com/anthropics/clau 978 Claude Code 1 404 tok
Human-Agent-Society/CORAL coral.compounding-intelligence.ai Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, a 978 Claude Code, Codex, OpenCode 6 6,180 tok
ericbuess/claude-code-docs 978 Claude Code 1 130 tok
xvirobotics/metabot xvirobotics.com Infrastructure for supervised, self-improving agent organizations. Run Claude Code or Kimi 977 Claude Code, Codex, OpenCode 4 700 tok
oceanbase/powercontext powercontext.oceanbase.io Not only memory but a full story. 977 Codex, OpenCode 1 1,086 tok
us/crw fastcrw.com Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API 977 Codex, OpenCode 1 2,009 tok
AlanGin/A-Curated-Gas-Separation-Membrane-Database 976 Codex, OpenCode 1 129 tok
classmethod/tsumiki tsumiki 974 Claude Code 1 606 tok
lich0821/ccNexus Intelligent API gateway for Claude Code and Codex CLI - rotate endpoints, monitor usage, a 973 Claude Code 1 1,523 tok
im4codes/imcodes im.codes The IM for agents. Shared Agent Context & Memory, supervised execution, and cross-agent au 973 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 2,952 tok
Rizzo-AI-Academy/rizzo-pii rizzo-ai-academy.github.io Local-first privacy guard: anonymize your documents before sharing with LLMs. 973 Claude Code 1 6,047 tok
activeagents/activeagent docs.activeagents.ai ActiveAgent Rails framework for Agent Apps 972 Codex, OpenCode 1 4,296 tok
cabloy/cabloy cabloy.com Cabloy is a Node.js fullstack framework for AI vibe coding, with AI Spec-Driven Developmen 971 Claude Code 16 3,272 tok
TryCaspian/caspian-sdk trycaspianai.com Agent communication SDK. The open-source agent communication layer for AI agents — email, 971 Cursor 1
appandflow/react-native-ease appandflow.github.io 🍃 Lightweight declarative animations powered by platform APIs 970 Claude Code, Codex, OpenCode 2 1,828 tok
routatic/proxy deepwiki.com route Claude Code requests through multiple upstream providers (OpenCode Go, OpenCode Zen, 969 Claude Code, Codex, OpenCode 2 9,899 tok
iamfakeguru/agent-md Production-grade agent directives for autonomous coding agents: Claude Code, Codex, Cursor 968 Claude Code, Codex 7 2,314 tok
Comfy-Org/comfy-cli docs.comfy.org CLI for using ComfyUI 968 Claude Code, Codex, OpenCode 2 626 tok
guanyang/open-agent-hub A lightweight, zero-dependency CLI tool to manage and activate capabilities for AI coding 967 Claude Code, Codex, Gemini CLI, OpenCode 3 1,456 tok
meursyphus/ssgoi ssgoi.dev animated page transition for major ssr frameworks and browsers, including Safari 966 Claude Code, Codex, OpenCode 2 152 tok
davideast/stitch-mcp davideast.github.io A CLI for moving AI-generated UI designs from Google’s Stitch platform into your developme 965 Gemini CLI 1 747 tok
Saik0s/mcp-browser-use 962 Claude Code, Codex, OpenCode 2 1,634 tok
mit-han-lab/kernel-design-agents 962 Claude Code 1 319 tok
coder/httpjail HTTP(s) request filter for processes 961 Claude Code, Codex, OpenCode 7 2,446 tok
schpet/linear-cli linear without leaving the command line: list, start, and create PRs for linear issues. ag 960 Claude Code, Codex, OpenCode 5 705 tok
beltromatti/get-it getit.noesisai.it Read it. See it. Get it. Built at GDG AI Hack Milan 2026 for "Learn Different" track. 959 Claude Code, Codex, OpenCode 2 79 tok
stackql/stackql stackql.io Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources t 959 Claude Code, Codex, OpenCode 2 2,211 tok
alpacahq/alpaca-mcp-server alpaca.markets Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data an 958 Codex, OpenCode 1 1,625 tok
kardolus/chatgpt-cli ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern L 958 Claude Code, Codex, OpenCode 2 2,596 tok
s-kostyaev/ellama Work with local and cloud LLMs from Emacs. 957 Codex, OpenCode 1 311 tok
rohitg00/kubectl-mcp-server npmjs.com Published in CNCF Landscape: A MCP server for Kubernetes. 957 Claude Code 1 6,698 tok
tradecatlabs/tradecat-public x.com Taobao Data System 956 Codex, OpenCode 1 3,236 tok
kunchenguid/backpass You don't write AGENTS.md. You train it with gradient descent. 956 Claude Code, Codex, OpenCode 2 6,933 tok
silships/figma-cli 955 Claude Code 1 10,854 tok
Tencent-Hunyuan/UniRL unirl-project.github.io UniRL is a Framework for Unified Multimodal Model Reinforcement Learning 954 Claude Code, Codex, OpenCode 4 1,425 tok
bitjaru/styleseed styleseed-demo.vercel.app Open-source design-method engine for Claude Code, Codex & Cursor. 23 agent skills for fixe 952 Codex, OpenCode 1 798 tok
Kulaxyz/self-learning-skills A self-improving skill for AI coding agents (Claude Code, Cursor, AGENTS.md): recognize a 951 Codex, OpenCode 1 846 tok
kikootwo/ReadMeABook Fully Featured audiobook request and downloading engine to bring audiobooks up to speed wi 951 Claude Code, Codex, OpenCode 2 3,065 tok
sanity-io/next-sanity sanity.io Sanity toolkit for Next.js 951 Claude Code, Codex, OpenCode 2 1,359 tok
dmmulroy/.dotfiles 949 Codex, OpenCode 1 1,511 tok