How real projects configure their agents

23,184 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
withcoral/coral withcoral.com One SQL interface over APIs, files, and live sources — built for agents. 4,953 Codex, OpenCode 1 4,437 tok
nyblnet/bento bento.page Bento, the office suite that fits in a file 4,946 Claude Code, Codex, OpenCode 2 14,784 tok
WuKongIM/WuKongIM githubim.com More than just IM, not just instant messaging (IM) 4,937 Codex, OpenCode 4 2,849 tok
mistralai/mistral-vibe Minimal CLI coding agent by Mistral 4,927 Claude Code, Codex, OpenCode 6 1,399 tok
ag2ai/ag2 ag2.ai AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x 4,914 Codex, OpenCode 1 3,671 tok
mavlink/qgroundcontrol qgroundcontrol.io Cross-platform ground control station for drones (Android, iOS, Mac OS, Linux, Windows) 4,913 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,463 tok
Martian-Engineering/lossless-claw Lossless Claw — LCM (Lossless Context Management) plugin for OpenClaw 4,895 Codex, OpenCode 1 909 tok
TabularisDB/tabularis tabularis.dev Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more datab 4,865 Claude Code, Codex, OpenCode 10 860 tok
nguyenphutrong/quotio quotio.dev Stop juggling AI accounts. Quotio is a beautiful native macOS menu bar app that unifies yo 4,847 Codex, OpenCode 1 2,489 tok
qixing-jk/all-api-hub all-api-hub.qixing1217.top All-in-one New-API/Sub2API account hub: balance/usage dashboard, auto check-in, one-click 4,846 Claude Code, Codex, OpenCode 4 700 tok
MaaXYZ/MaaFramework maafw.com An automation black-box testing framework based on image recognition | An automation black 4,844 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,770 tok
eastlondoner/vibe-tools Give Cursor Agent an AI Team and Advanced Skills 4,828 Claude Code, Codex, Cursor, OpenCode 3 9,579 tok
thunderbird/thunderbolt thunderbolt.io AI You Control: Choose your models. Own your data. Eliminate vendor lock-in. 4,762 Claude Code, Codex, OpenCode 20 8,161 tok
ThePrimeagen/99 Neovim AI agent done right 4,748 Claude Code, Codex, OpenCode 5 374 tok
Agenta-AI/agenta agenta.ai Agenta is a workspace where you and your team build agents and automations. 4,734 Claude Code, Codex, OpenCode 28 2,079 tok
Awarexone/Agentic-Bug-Hunter awarexone.com AI-powered bug bounty hunting toolkit that works with or without subscription. 4,732 Claude Code, Codex, OpenCode 4 5,851 tok
kaifcodec/user-scanner 🕵️‍♂️ (2-in-1) Email & Username OSINT suite featuring native MCP support for deep data ex 4,731 Claude Code, Codex, OpenCode 2 1,286 tok
aldinokemal/go-whatsapp-web-multidevice GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwo 4,731 Claude Code, Codex, OpenCode 3 2,792 tok
liveblocks/liveblocks liveblocks.io Realtime infrastructure for multiplayer apps and agents 4,717 Claude Code, Codex, OpenCode 3 1,748 tok
u14app/deep-research research.u14.app Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server. 4,682 Codex, OpenCode 1 1,460 tok
nisrulz/app-privacy-policy-generator app-privacy-policy-generator.nisrulz.com Generate a customized Privacy Policy and Terms of Use document for your mobile apps 4,679 Claude Code, Codex, OpenCode 3 2,476 tok
chaitin/MonkeyCode monkeycode-ai.net AI coding platform for teams 4,672 Claude Code, Codex 1
homeassistant-ai/ha-mcp homeassistant-ai.github.io The Unofficial and Awesome Home Assistant MCP Server 4,665 Claude Code, Codex, OpenCode 3 2,870 tok
amantus-ai/vibetunnel vt.sh Turn any browser into your terminal & command your agents on the go. 4,651 Claude Code, Codex, Gemini CLI, OpenCode 5 3,639 tok
mvanhorn/cli-printing-press Every API has a secret identity. This finds it, absorbs every feature from every competing 4,650 Claude Code, Codex, OpenCode 4 10,139 tok
latitude-dev/latitude-llm latitude.so Open-source observability for AI agents. Find where your agents fail, dispatch your coding 4,632 Claude Code, Codex, OpenCode 32 4,009 tok
benjitaylor/agentation agentation.com The visual feedback tool for agents. 4,627 Claude Code, Codex, OpenCode 2 220 tok
breferrari/obsidian-mind A self-organizing Obsidian vault that gives AI coding agents persistent memory. Claude Cod 4,619 Claude Code, Codex, Gemini CLI, OpenCode 47 11,695 tok
alexellis/arkade blog.alexellis.io Open Source Marketplace For Developer Tools 4,616 Codex, OpenCode 1 3,998 tok
rivet-dev/agentos agentos-sdk.dev Give agents an operating system as a library. Runs in your existing backend – no sandboxes 4,612 Claude Code, Codex, OpenCode 9 4,061 tok
TencentCloudADP/youtu-agent tencentcloudadp.github.io A simple yet powerful agent framework that delivers with open-source models 4,609 Codex, OpenCode 1 667 tok
PrimeIntellect-ai/verifiers Our library for RL environments + evals 4,600 Claude Code, Codex, OpenCode 2 576 tok
NateBJones-Projects/OB1 Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one 4,598 Claude Code, Codex, OpenCode 2 2,351 tok
Waishnav/devspace Minimal Coding Agent Harness on MCP for ChatGPT, Claude, Hermes, Grok Bot, OpenClaw 4,597 Claude Code, Codex, OpenCode 2 1,676 tok
JetBrains/koog docs.koog.ai Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and ent 4,564 Claude Code, Codex, Gemini CLI, OpenCode 5 1,919 tok
guokaigdg/animal-island-ui Kawaii React UI component library with a cute style. 4,558 Claude Code, Codex, OpenCode 2 1,121 tok
VRSEN/agency-swarm agency-swarm.ai Reliable Multi-Agent Orchestration Framework 4,554 Claude Code, Codex, OpenCode 8 1,142 tok
phodal/auto-dev ide.unitmesh.cc 🧙‍AutoDev: the Multi-Agent coding development platform built on Kotlin Multiplatform. 4,543 Codex, OpenCode 1 623 tok
zarazhangrui/beautiful-html-templates A library of HTML slide templates designed so any coding agent can pick the right one and 4,522 Codex, OpenCode 1 3,106 tok
modelcontextprotocol/csharp-sdk csharp.sdk.modelcontextprotocol.io The official C# SDK for Model Context Protocol servers and clients. Maintained in collabor 4,521 Claude Code, Codex, GitHub Copilot 9 4,221 tok
kungfu-systems/kungfu kungfu.tech Your agents don’t hand off the work. Kungfu keeps the same Work moving across Codex, Claud 4,513 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,631 tok
FlowElement-xinliuyuansu/m_flow flowelement.ai A bio-inspired cognitive memory engine — a new paradigm for Graph RAG. 4,495 Codex, OpenCode 1 1,075 tok
dimensionalOS/dimos dimensional.org Dimensional is the agentic operating system for physical space. Command humanoids, quadrup 4,482 Claude Code, Codex, OpenCode 2 4,231 tok
VectifyAI/OpenKB pageindex.ai OpenKB: Open LLM Knowledge Base 4,478 Claude Code, Codex, OpenCode 2 686 tok
callstack/agent-device agent-device.dev Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed No 4,469 Codex, OpenCode 1 1,634 tok
firebase/firebase-tools The Firebase Command Line Tools 4,465 Claude Code, Codex, Gemini CLI 3 769 tok
fallow-rs/fallow docs.fallow.tools Codebase intelligence for TypeScript and JavaScript. Free static analysis of code and styl 4,464 Claude Code, Codex, OpenCode 46 1,497 tok
awslabs/aidlc-workflows awslabs.github.io AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents 4,463 Claude Code, Codex, OpenCode 2 2,156 tok
IBM/mcp-context-forge ibm.github.io An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, 4,446 Claude Code, Codex, OpenCode 2 7,791 tok
AlexAnys/awesome-openclaw-usecases-zh 🇨🇳 Complete collection of Chinese OpenClaw use cases | 50 real-world scenarios | Local a 4,439 Claude Code, Codex, OpenCode 2 3,872 tok