How real projects configure their agents

23,614 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
reorx/httpstat curl statistics made simple 6,220 Claude Code, Codex, OpenCode 2 1,195 tok
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 6,198 Claude Code, Codex, OpenCode 3 5,662 tok
ebertti/awesome-telegram telegram.me Collection great groups, channels, bots and libraries for Telegram 6,196 Claude Code, Codex, OpenCode 2 1,796 tok
oomol-lab/open-connector oomol.com Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MC 6,188 Claude Code, Codex, OpenCode 3 4,422 tok
macro-inc/macro macro.com Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — 6,172 Claude Code, Codex, Cursor, OpenCode 35 2,407 tok
netease-youdao/LobsterAI lobsterai.youdao.com Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs 6,170 Claude Code, Codex, OpenCode 2 5,028 tok
microsoft/VFSForGit Virtual File System for Git: Enable Git at Enterprise Scale 6,149 Codex, OpenCode 1 3,328 tok
ModelEngine-Group/nexent modelengine-group.github.io Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes 6,146 Claude Code, Codex, OpenCode 9 1,653 tok
bethington/ghidra-mcp Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headle 6,133 Claude Code, Codex, OpenCode 2 19,786 tok
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 6,124 Claude Code, Codex, OpenCode 2 3,727 tok
agent-substrate/substrate ate.dev Agent Substrate: the core system 6,108 Claude Code, Codex, OpenCode 7 3,883 tok
sooperset/mcp-atlassian mcp-atlassian.soomiles.com MCP server for Atlassian tools (Confluence, Jira) 6,087 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,281 tok
eternityspring/shuohao-skills studio.reelbenchai.com AI short-drama production skill collection: character bibles, adaptation outlines, art bib 6,084 Codex, OpenCode 1 397 tok
Azure/azure-sdk-for-net This repository is for active development of the Azure SDK for .NET. For consumers of the 6,077 Claude Code, Codex, GitHub Copilot, OpenCode 23 3,648 tok
UfoMiao/zcf zcf.ufomiao.com Zero-Config Code Flow for Claude code & Codex 6,072 Claude Code, Codex, OpenCode 8 2,039 tok
EverMind-AI/Raven raven.evermind.ai The Harness of Harnesses • Super Agent: a trusted, persistent, self-evolving multi-agent e 6,047 Claude Code, Codex, OpenCode 2 5,918 tok
antfu/skills Anthony Fu's curated collection of agent skills. 6,043 Codex, OpenCode 1 1,476 tok
jacklandrin/OnlySwitch onlyswitch.click 👑 The all-in-one macOS menu bar companion: customizable controls, system monitor, AI Agen 6,039 Codex, OpenCode 1 1,271 tok
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 6,030 Claude Code, Codex, OpenCode 7 395 tok
btraceio/btrace Production-safe dynamic tracing and diagnostics for Java applications—attach to live JVMs 5,997 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,445 tok
dmmulroy/anti-slop Opinionated Oxlint rules for rejecting low-evidence TypeScript and JavaScript patterns 5,966 Codex, OpenCode 1 90 tok
cloudflare/agents developers.cloudflare.com Build and deploy AI Agents on Cloudflare 5,956 Codex, OpenCode 1 2,311 tok
agentscope-ai/AgentTeams aliyun.com An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordi 5,941 Codex, OpenCode 1 4,279 tok
pgsty/pigsty pigsty.io Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks 5,908 Claude Code, Codex, OpenCode 2 5,175 tok
areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. 5,901 Claude Code, Codex, OpenCode 27 4,525 tok
talebook/talebook talebook.org A simple and easy-to-use personal library 5,890 Claude Code, Codex, OpenCode 13 4,680 tok
kanbn/kan kan.bn The open source Trello alternative. 5,885 Codex, OpenCode 1 2,725 tok
vercel-labs/open-agents open-agents.dev An open source template for building cloud agents. 5,882 Claude Code, Codex, OpenCode 2 1,253 tok
AmanVarshney01/create-better-t-stack better-t-stack.dev A modern CLI tool for scaffolding end-to-end type-safe TypeScript projects with best pract 5,856 Codex, OpenCode 1 1,152 tok
dotnet/skills Repository for skills to assist AI coding agents with .NET and C# 5,836 Codex, GitHub Copilot, OpenCode 2 835 tok
vercel/eve eve.dev The Open Framework for Building Agents 5,809 Claude Code, Codex, OpenCode 6 4,029 tok
junhoyeo/tokscale tokscale.ai 🛰️ Track token usage across AI coding agents from your terminal. 🏅 Global leaderboard wi 5,801 Codex, OpenCode 1 3,777 tok
ScrapeCreators/social-media-research-skills scrapecreators.com AI agent skills for social media research. Outlier posts, comment mining, competitor teard 5,799 Claude Code, Codex, OpenCode 2 332 tok
maziyarpanahi/openmed openmed.life Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you co 5,781 Codex, OpenCode 1 1,960 tok
Tencent/teamai-cli Make Every Team AI Native 5,780 Claude Code, Codex, OpenCode 2 2,219 tok
jgraph/drawio-mcp 5,779 Claude Code, Codex, OpenCode 2 7,559 tok
awslabs/aidlc-workflows awslabs.github.io AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents 5,751 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,423 tok
OpenBMB/UltraRAG ultrarag.github.io A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines 5,737 Claude Code, Codex, OpenCode 2 4,162 tok
GargantuaX/gemini-watermark-remover pilio.ai A high-performance, 100% client-side tool for removing Gemini AI image & video watermarks. 5,716 Codex, OpenCode 1 6,834 tok
rstudio/shiny shiny.posit.co Easy interactive web applications with R 5,706 Claude Code, Codex, OpenCode 2 977 tok
cri-o/cri-o cri-o.io Open Container Initiative-based implementation of Kubernetes Container Runtime Interface 5,689 Claude Code, Codex, OpenCode 2 2,303 tok
zxlie/FeHelper fehelper.com 😍FeHelper—Web frontend assistant (Awesome! Chrome & Firefox & MS-Edge Extension, All-in-o 5,682 Codex, OpenCode 1 480 tok
nextcloud/android 📱 Nextcloud Android app 5,677 Claude Code, Codex, OpenCode 5 3,670 tok
alibaba/QLExpress QLExpress is a powerful, lightweight, dynamic language for the Java platform aimed at impr 5,644 Claude Code, Codex, OpenCode 2 2,324 tok
sergebulaev/linkedin-skills cccrafts.ai Claude skills for LinkedIn. 12 Claude Code and Codex skills that write human-sounding Link 5,644 Claude Code, Codex, OpenCode 2 5,168 tok
remsky/Kokoro-FastAPI Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AM 5,637 Claude Code, Codex, OpenCode 7 927 tok
zenml-io/zenml zenml.io ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. 5,635 Claude Code, Codex, OpenCode 10 6,743 tok
nyblnet/bento bento.page Bento, the office suite that fits in a file 5,632 Claude Code, Codex, OpenCode 2 4,458 tok
workweave/router weaveos.com Model router for agentic systems. Routes every prompt to the right model in <50ms. Cut cos 5,606 Claude Code, Codex, OpenCode 7 13,327 tok
chrisleekr/binance-trading-bot chrisleekr.github.io Automated Binance trading bot with pluggable strategies, historical backtesting, and a liv 5,596 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,353 tok