How real projects configure their agents

24,692 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
BenedictKing/ccx benedictking.github.io Claude / Codex / Gemini API Proxy - CCX 3,983 Claude Code, Codex, OpenCode 6 3,089 tok
duolahypercho/codex-router External-model router for Codex with guided Kimi OAuth/API, DeepSeek, safe migration, and 3,979 Claude Code, Codex 3 103 tok
freestylefly/CodexGuide codexguide.ai CodexGuide: A practical Codex guide for beginners, creators, developers, and teams worldwi 3,966 Claude Code, Codex 2 —
evalstate/fast-agent fast-agent.ai Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support 3,959 Codex, OpenCode 1 1,057 tok
samuelgursky/davinci-resolve-mcp MCP server integration for DaVinci Resolve Studio 3,953 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 30 7,212 tok
Mesh-LLM/mesh-llm meshllm.cloud Distributed AI/LLM for the people. Share compute privately or publicly to power your agent 3,952 Claude Code, Codex, GitHub Copilot, OpenCode 32 4,838 tok
BytePioneer-AI/openclaw-china OpenClaw China plugin: supports Feishu, DingTalk, QQ, WeCom, and WeChat. 3,949 Codex, OpenCode 1 1,172 tok
mysticaltech/terraform-hcloud-kube-hetzner Optimized and Maintenance-free Kubernetes on Hetzner Cloud in one command! 3,941 Claude Code, Codex, OpenCode 12 4 tok
yvgude/lean-ctx leanctx.com LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply support 3,931 Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 4 6,577 tok
DingTalk-Real-AI/dingtalk-workspace-cli DingTalk Workspace is an officially open-sourced cross-platform CLI tool from DingTalk. It 3,930 Codex, OpenCode 1 9,905 tok
ilysenko/codex-desktop-linux Unofficial ChatGPT desktop app for Linux (formerly the Codex app), built locally from Open 3,927 Codex, OpenCode 1 1,840 tok
jakubkrehel/make-interfaces-feel-better jakub.kr An agent skill that helps make your interface feel better. 3,920 Claude Code, Codex, OpenCode 2 795 tok
Ontos-AI/knowhere knowhereto.ai Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG. 3,910 Codex, OpenCode 1 7,360 tok
nickjvandyke/opencode.nvim Neovim 🤝 OpenCode in the flow that you already know. 3,905 Codex, OpenCode 1 1,285 tok
dromara/liteflow Lightweight, fast, stable, programmable component-based rule engine — where AI Agents orch 3,901 Claude Code, Codex, OpenCode 2 7,325 tok
TracecatHQ/tracecat tracecat.com Open-source security automation platform for teams and AI agents 3,895 Claude Code, Codex, OpenCode 11 1,423 tok
tutti-os/tutti tutti.sh Where people and agents build in tune. 3,892 Codex, OpenCode 6 2,302 tok
code-yeongyu/lazycodex lazycodex.ai The one and only agent harness for complex codebases. Project memory, planning, execution, 3,882 Codex, OpenCode 1 622 tok
pulsejet/memories memories.gallery Fast, modern and advanced photo management suite. Runs as a Nextcloud app. 3,877 Claude Code, Codex, Gemini CLI, OpenCode 8 898 tok
ailyProject/aily-blockly aily.pro AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x 3,869 Claude Code, Codex, OpenCode 4 938 tok
Alpha-Dojo/DojoAgents DojoAgents: Full-Market AI Copilot for Personal Investment 3,864 Codex, OpenCode 1 5,157 tok
ivbeg/awesome-status-pages Awesome list of status page open source software, services and public status pages of majo 3,843 Claude Code, Codex, GitHub Copilot, OpenCode 3 243 tok
microsoft/mcp Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-p 3,835 Codex, GitHub Copilot, OpenCode 2 8,851 tok
Atmosphere/atmosphere async-io.live Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, An 3,830 Claude Code, Codex, OpenCode 16 10,207 tok
AvdLee/SwiftUI-Agent-Skill Add expert SwiftUI Best Practices guidance to your AI coding tool (Agent Skills open forma 3,830 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,462 tok
zenstory-ai/drama-skills zenstory.ai AI short-drama/comic-drama creation skill suite covering the full workflow from scripts, a 3,829 Claude Code, Codex, OpenCode 2 1,778 tok
mckinsey/vizro vizro.readthedocs.io Vizro is a low-code toolkit for building high-quality data visualization apps. 3,821 Claude Code, Codex, GitHub Copilot, OpenCode 3 832 tok
ascending-llc/jarvis-registry jarvisregistry.com Connect any AI copilot or autonomous agent to your enterprise tools — through a single, se 3,813 Claude Code, Codex, GitHub Copilot, OpenCode 5 5,723 tok
psmux/psmux psmux.pages.dev Tmux on Windows Powershell - tmux for PowerShell, Windows Terminal, cmd.exe. Includes psmu 3,804 Codex, OpenCode 1 267 tok
graykode/abtop Like htop, but for AI coding agents. Monitor Claude Code & Codex CLI sessions, tokens, 3,803 Claude Code, Codex, OpenCode 2 5,469 tok
ThatGuySam/doesitarm doesitarm.com 🦾 A list of reported app support for Apple Silicon as well as Apple M4 and M3 Ultra Macs 3,801 Claude Code, Codex, Cursor, OpenCode 5 1,091 tok
OffchainLabs/prysm offchainlabs.com Go implementation of Ethereum proof of stake 3,791 Claude Code, Codex 1 —
letta-ai/letta-code letta.com Agents that self-improve with experience 3,786 Claude Code, Codex, OpenCode 4 11,455 tok
geekjourneyx/md2wechat-skill md2wechat.cn Markdown to WeChat CLI | One-click formatting and publishing to WeChat Official Accounts: 3,780 Claude Code, Codex, GitHub Copilot, OpenCode 3 10,744 tok
strukto-ai/mirage strukto.ai The World's First Virtual Terminal for AI Agents 3,768 Claude Code, Codex, OpenCode 2 4,367 tok
vercel-labs/fx fx.sh Unix like coding agent 3,762 Codex, OpenCode 1 10,131 tok
modelcontextprotocol/java-sdk java.sdk.modelcontextprotocol.io The official Java SDK for Model Context Protocol servers and clients. Maintained in collab 3,759 Codex, OpenCode 1 839 tok
glitternetwork/pinme pinme.eth.limo Deploy Your Frontend in a Single Command. Claude Code Skills supported. 3,755 Claude Code, Codex, OpenCode 2 1,447 tok
gotalab/cc-sdd Turn approved specs into long-running autonomous implementation. A minimal, adaptable SDD 3,755 Claude Code, Codex, OpenCode 2 1,763 tok
agentscope-ai/ReMe reme.agentscope.io ReMe: Memory Management Kit for Agents - Remember Me, Refine Me. 3,754 Claude Code, Codex, OpenCode 2 2,724 tok
livestorejs/livestore livestore.dev LiveStore is a next-generation state management framework based on reactive SQLite and bui 3,752 Claude Code, Codex, OpenCode 3 1,553 tok
rust-lang/crates.io crates.io The Rust package registry 3,741 Codex, OpenCode 1 2,482 tok
nextlevelbuilder/goclaw goclaw.sh GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, 3,704 Claude Code, Codex, OpenCode 2 12,319 tok
gmh5225/awesome-game-security gs.awesome.rip awesome game security [Welcome to PR] 3,702 Codex, OpenCode 1 359 tok
memodb-io/Acontext acontext.io Agent Skills as a Memory Layer 3,698 Claude Code, Codex, OpenCode 2 2,448 tok
whiteguo233/OpenBiliClaw whiteguo233.github.io Local-first open-source cross-platform AI content discovery agent: understands you, then p 3,695 Claude Code, Codex, OpenCode 6 4,530 tok
Ar9av/obsidian-wiki Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memo 3,691 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 8 5,519 tok
zts212653/clowder-ai Build AI teams, not just agents. Hard rails, soft power, shared mission. 3,685 Claude Code, Codex, Gemini CLI, OpenCode 3 1,019 tok
laravel/boost laravel.com Laravel-focused MCP server for augmenting your AI powered local development experience. 3,682 Claude Code, Codex 4 —
SamurAIGPT/llm-wiki-agent A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or C 3,677 Claude Code, Codex, Gemini CLI, OpenCode 7 5,977 tok