How real projects configure their agents

32,024 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
ModelEngine-Group/nexent modelengine-group.github.io Nexent is a zero-code platform for auto-generating production-grade AI agents using Harnes 5,854 Claude Code, Codex, OpenCode 4 1,369 tok
deusyu/harness-engineering A Harness Engineering study guide — an in-depth learning record from understanding the con 5,838 Claude Code, Codex, OpenCode 2 1,815 tok
baserow/baserow baserow.io Build databases, automations, apps & agents with AI — no code. Open source platform avail 5,834 Claude Code, Codex, OpenCode 16 1,519 tok
vercel-labs/open-agents open-agents.dev An open source template for building cloud agents. 5,807 Claude Code, Codex, OpenCode 2 1,253 tok
ebertti/awesome-telegram telegram.me Collection great groups, channels, bots and libraries for Telegram 5,802 Claude Code, Codex, OpenCode 2 1,796 tok
Q00/ouroboros ouroboros.page Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, stage 5,800 Claude Code, Codex, OpenCode 5 4,047 tok
kenn-io/agentsview agentsview.io Local-first session search, analytics, insights, and token use statistics for coding agent 5,799 Claude Code, Codex, OpenCode 4 1,310 tok
talebook/talebook talebook.org A simple and easy-to-use personal library 5,747 Claude Code, Codex, OpenCode 13 3,598 tok
areal-project/AReaL areal-ai.io The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. 5,736 Claude Code, Codex, OpenCode 27 4,509 tok
binaricat/Netcatty netcatty.app SSH workspace, SFTP, and terminals in one 5,734 Claude Code, Codex, OpenCode 2 5,310 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 5,705 Claude Code, Codex, OpenCode 7 938 tok
OpenBMB/UltraRAG ultrarag.github.io A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines 5,681 Claude Code, Codex, OpenCode 2 4,149 tok
Dammyjay93/interface-design interface-design.dev Design engineering for Claude Code. Craft, memory, and enforcement for consistent UI. 5,673 Claude Code, Codex 3
generalaction/emdash emdash.com Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding 5,670 Claude Code, Codex, OpenCode 3 5,648 tok
lemonade-sdk/lemonade lemonade-server.ai Lemonade helps users discover and run local AI apps by serving optimized LLMs right from t 5,658 Claude Code, Codex, OpenCode 2 4,978 tok
cri-o/cri-o cri-o.io Open Container Initiative-based implementation of Kubernetes Container Runtime Interface 5,656 Claude Code, Codex, OpenCode 2 2,300 tok
alibaba/QLExpress QLExpress is a powerful, lightweight, dynamic language for the Java platform aimed at impr 5,621 Claude Code, Codex, OpenCode 2 2,324 tok
oomol-lab/open-connector oomol.com Open-source auth gateway connecting 1400+ SaaS providers to AI agents through SDK, CLI, MC 5,620 Claude Code, Codex, OpenCode 3 3,687 tok
dograh-hq/dograh app.dograh.com Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK a 5,614 Claude Code, Codex, OpenCode 5 395 tok
the-open-agent/openagent openagentai.org ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting co 5,607 Claude Code 1 1,049 tok
pgsty/pigsty pigsty.io Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks 5,604 Claude Code, Codex, OpenCode 2 4,982 tok
21st-dev/1code 1code.dev Orchestration layer for coding agents (Claude Code, Codex) 5,600 Claude Code, Codex, OpenCode 2 2,846 tok
vercel/streamdown streamdown.ai A drop-in replacement for react-markdown, designed for AI-powered streaming. 5,595 Claude Code 1
zenml-io/zenml zenml.io ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. 5,578 Claude Code, Codex, OpenCode 10 6,271 tok
nextcloud/android 📱 Nextcloud Android app 5,568 Claude Code, Codex, OpenCode 3 3,029 tok
chrisleekr/binance-trading-bot chrisleekr.github.io Automated Binance trading bot with pluggable strategies, historical backtesting, and a liv 5,557 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,332 tok
HKUDS/ClawTeam "ClawTeam: Agent Swarm Intelligence" (One Command → Full Automation) 5,529 Claude Code, Codex 2
yournextstore/yournextstore demo.yournextstore.com AI-Native Open-Source Next.js commerce. Powered by Stripe. Ultra fast with typesafe Commer 5,486 Claude Code, Codex, OpenCode 11 2,840 tok
remsky/Kokoro-FastAPI Dockerized OpenAI-compatible wrapper for Kokoro-82M text-to-speech w/multiplatform CPU, AM 5,418 Claude Code, Codex, OpenCode 5 869 tok
lingodotdev/lingo.dev lingo.dev Open-source localization engineering tools. Connects to Lingo.dev localization engineering 5,401 Claude Code 4 100 tok
unicity-sphere/sphere-sdk unicity.ai The SDK for autonomous economic agents. Give an agent an identity, a wallet, and the abili 5,398 Claude Code 1 14,549 tok
Galaxy-Dawn/claude-scholar Semi-automated research assistant for academic research and software development. Supports 5,381 Claude Code 1 1,385 tok
chakra-ui/ark ark-ui.com Unstyled, accessible UI components for your design System. Works in React, Vue, Solid, and 5,378 Claude Code 6 647 tok
clientIO/joint jointjs.com A proven SVG-based JavaScript diagramming library powering exceptional UIs 5,373 Claude Code 1 1,220 tok
breaking-brake/cc-wf-studio open-vsx.org CC Workflow Studio 5,372 Claude Code 1 3,738 tok
jgraph/drawio-mcp 5,361 Claude Code 1 3,005 tok
digitallyinduced/ihp ihp.digitallyinduced.com 🔥 The fastest way to build type safe web apps. IHP is a new batteries-included web framew 5,352 Claude Code, Codex, OpenCode 2 3,456 tok
cloudflare/vibesdk build.cloudflare.dev An open-source vibe coding platform that helps you build your own vibe-coding platform, bu 5,348 Claude Code, Codex, OpenCode 2 3,048 tok
metalbear-co/mirrord metalbear.com Run any process, on your machine or in an AI agent's environment, as if it were a pod in y 5,323 Claude Code, Codex, OpenCode 2 883 tok
epoko77-ai/im-not-ai imnotai.kr A Claude skill that polishes Korean written by AI to sound human — Korean AI-text humanize 5,318 Claude Code, Gemini CLI 2 8,283 tok
truefoundry/trueforge trueforge.dev The open-source agent harness - the runtime layer that turns an LLM into a working agent. 5,296 Claude Code, Codex, OpenCode 2 1,334 tok
excalidraw/excalidraw-mcp mcp.excalidraw.com Fast and streamable Excalidraw MCP App 5,252 Claude Code 1 2,343 tok
gz-yami/mall4j mall4j.com ⭐️⭐️⭐️ E-commerce mall, mini-program e-commerce system, PC mall, H5 mall, APP mall, Java m 5,237 Claude Code, Codex 1
cloudflare/cloudflare-docs developers.cloudflare.com Cloudflare’s documentation 5,196 Claude Code, Codex, Gemini CLI, OpenCode 7 3,585 tok
looplj/axonhub axonhub.onrender.com ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balanci 5,179 Claude Code, Codex, OpenCode 2 1,224 tok
WUBING2023/PaperSpine PaperSpine is a motivation-driven skill for learning from strong academic papers, building 5,152 Claude Code, Codex 1 944 tok
tech-leads-club/agent-skills agent-skills.techleads.club The secure, validated skill registry for professional AI coding agents. Extend Antigravity 5,144 Claude Code, Codex, OpenCode 2 1,573 tok
openclaw/Peekaboo peekaboo.boo Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshot 5,127 Claude Code, Codex, OpenCode 4 1,073 tok
liam-hq/liam liambx.com Automatically generates beautiful and easy-to-read ER diagrams from your database. 5,103 Claude Code, Codex, OpenCode 33 1,602 tok
entireio/cli entire.io 📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessi 5,077 Claude Code, Codex, GitHub Copilot, OpenCode 22 29,246 tok