24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960
All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| xingwudao/open-xquant xingwudao.github.io AI quantitative research framework: AI Agent-driven strategy backtesting, factor research, | 152 | Claude Code, Codex, OpenCode | 2 | 1,019 tok |
| htlin222/meta-pipe Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, sc | 152 | Claude Code, Codex, OpenCode | 7 | 3,387 tok |
| raintree-technology/hig-doctor apple.raintree.technology Apple HIG reference and cross-framework UI audit tooling for agents. | 152 | Codex, OpenCode | 1 | 243 tok |
| bradautomates/content-ideas youtube.com Track competitors across X, Instagram, TikTok, and YouTube, see what they post, what perf | 152 | Claude Code, Codex, OpenCode | 2 | 569 tok |
| Ge-Shun/origin-mcp Local MCP server that lets AI assistants automate Origin/OriginPro for data and image proc | 152 | Codex, OpenCode | 1 | 210 tok |
| hwfengcs/DM-Code-Agent Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus | 151 | Codex, OpenCode | 1 | 1,264 tok |
| femto/minion 👷♂️High performance agent framework that can do everything. Minion is designed to execut | 151 | Claude Code, Codex, OpenCode | 2 | 2,305 tok |
| mwangli/stock-trading Backend project for an AI small-model automated stock trading system, using the DL4J frame | 151 | Codex, OpenCode | 1 | 2,240 tok |
| Larens94/codedna larens94.github.io A lightweight annotation standard that helps AI agents navigate codebases faster, with few | 151 | Claude Code, Codex, OpenCode | 3 | 5,888 tok |
| dmae97/omk Open-source multi-agent coding CLI for the terminal (TypeScript, MIT). Switch models mid-s | 151 | Claude Code, Codex, OpenCode | 2 | 3,785 tok |
| NiuTrans/ToFu Self-hosted AI assistant with tool use, multi-agent orchestration, coding copilot and a li | 151 | Codex, OpenCode | 1 | 3,682 tok |
| ArchiveBox/abx-dl abx-dl.archivebox.io ⬇️ A simple all-in-one CLI tool to download EVERYTHING from a URL (like youtube-dl/yt-dlp, | 151 | Claude Code, Codex, OpenCode | 2 | 1,276 tok |
| QoreDB/QoreDB qoredb.com Next Generation Database Client | 151 | Claude Code, Codex, OpenCode | 2 | 1,139 tok |
| buildermethods/bm-skills A collection of public open-source tools for builders, by Brian Casel @ Builder Methods (b | 151 | Claude Code, Codex, OpenCode | 2 | 373 tok |
| kubestellar/console console.kubestellar.io World's first fully integrated and fully Automated Kubernetes management and orchestration | 151 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 12 | 9,406 tok |
| mark3labs/kit go-kit.dev KIT (Knowledge Inference Tool) — A lightweight AI agent for coding | 151 | Codex, OpenCode | 1 | 2,222 tok |
| goern/forgejo-mcp codeberg.org MIRROR ONLY!! This Model Context Protocol (MCP) server provides tools and resources for in | 151 | Claude Code, Codex, OpenCode | 54 | 4,524 tok |
| zeweihan/aiworkdeck aiworkdeck.com Open-source workspace for professional document AI: reviewable agent edits, source-linked | 151 | Claude Code, Codex, OpenCode | 15 | 2,238 tok |
| pixel-point/animate-text pixelpoint.io | 151 | Claude Code, Codex, OpenCode | 5 | 273 tok |
| andylow92/file-system-brain-mcp Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + | 150 | Codex, OpenCode | 1 | 7,154 tok |
| ZeroPointSix/empathize-with-others | 150 | Claude Code, Codex, OpenCode | 2 | 2,659 tok |
| weibaohui/kom kom is a tool for Kubernetes operations, providing an SDK-level wrapper for kubectl and cl | 150 | Claude Code, Codex | 10 | — |
| AiTerminalFoundation/ai-terminal ai-terminal.dev Your AI mate into your favourite terminal | 150 | Codex, GitHub Copilot, OpenCode | 2 | 2,344 tok |
| everettjf/liney liney.dev Liney is a native macOS terminal workspace built with AppKit, SwiftUI, and Ghostty, design | 150 | Claude Code, Codex, OpenCode | 2 | 1,592 tok |
| regenrek/peky peky.ai All your AI Agents like Claude Code, Codex CLI in a single TUI to keep things organized. | 150 | Codex, OpenCode | 2 | 898 tok |
| mraza007/echovault Local-first memory for coding agents. Decisions, bugs, and context stored as Markdown, ind | 150 | Claude Code, Codex, OpenCode | 3 | 411 tok |
| calf-ai/calfkit-sdk 🐮 Build distributed, event-driven agents | 150 | Claude Code, Codex | 7 | — |
| ruanrongman/IntelliConnect ruanrongman.github.io Backend service for xiaozhi-esp32 | A Powerful AI agent IoT platform core. | 150 | Claude Code, Codex, OpenCode | 3 | 2,594 tok |
| rockorager/zigdoc A command-line tool to view documentation for Zig standard library symbols | 150 | Codex, OpenCode | 1 | 1,501 tok |
| drewnekota/cetus cetus.run One macOS app for Claude Code, Codex, and every agent runtime you use — scheduled runs, gl | 150 | Codex, OpenCode | 1 | 136 tok |
| RapidAI/MaClaw maclaw.top A next-generation enterprise and self-evolving intelligent agent platform (GUI/TUI/Service | 150 | Claude Code, Codex, Kiro | 4 | 4,036 tok |
| kbrdn1/gwm-cli gwm.kbrdn.dev Git worktree manager for the terminal: CLI + TUI in Rust. Creates the worktree, runs your | 150 | Claude Code, Codex, OpenCode | 2 | 4,714 tok |
| gaopengbin/cesium-mcp gaopengbin.github.io Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and brows | 150 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,366 tok |
| vigolium/piolium vigolium.com A Pi-native extension for thorough, agentic security audits | 150 | Claude Code, Codex, OpenCode | 2 | 2,513 tok |
| dinglebear-ai/unraid Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports syst | 150 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,351 tok |
| HexSleeves/tailscale-mcp server that provides seamless integration with Tailscale's CLI commands and REST API, enab | 150 | Claude Code, Codex, OpenCode | 2 | 1,298 tok |
| AditthyaSS/iloveAgents iloveagents.vercel.app AI agents worth falling in love with. Built by the community, loved by everyone.❤️ | 150 | Codex, OpenCode | 1 | 5,970 tok |
| 6Kmfi6HP/opencode2api OpenCode zen/go to OpenAI Codex/Anthropic Claude Code API proxy | 150 | Claude Code, Codex, OpenCode | 2 | 689 tok |
| gug007/lpm lpm.cx Start, stop, and duplicate dev projects with one click. The best workspace for running Cla | 149 | Claude Code, Codex, OpenCode | 15 | 1,433 tok |
| devin-lai/onnx2coreml Convert ONNX models to Apple Core ML (.mlpackage / .mlmodel) with numerical-parity verific | 149 | Codex, OpenCode | 1 | 831 tok |
| tacticlaunch/mcp-linear MCP server that enables AI assistants to interact with Linear project management system th | 149 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 1,420 tok |
| Hermsi1337/docker-ark-server hub.docker.com Dockerize your ARK server - configurable via env | 149 | Claude Code, Codex, OpenCode | 2 | 3,256 tok |
| GGPrompts/TabzChrome Chrome extension for managing tmux sessions in a persistent sidebar | 149 | Claude Code, Codex, OpenCode | 11 | 2,551 tok |
| imbenrabi/Financial-Modeling-Prep-MCP-Server A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI ass | 149 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,558 tok |
| swaroop2004/Proven-Viral-Content-System Research, brainstorm, and generate viral video content for Instagram, YouTube, X, and TikT | 149 | Claude Code, Codex, OpenCode | 10 | 779 tok |
| fchangjun/awesome-design-md-cn The design system documentation format proposed by Stitch—record design systems in plain-t | 149 | Codex, OpenCode | 1 | 950 tok |
| GeekatplayStudio/Image-Express | 149 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| jolliai/jolliai jolli.ai Jolli Memory automatically turns your AI coding sessions into structured development docum | 149 | Claude Code, Codex, OpenCode | 2 | 25,790 tok |
| AEON-7/vllm-ultimate-dgx-spark AEON vLLM Ultimate — vLLM 0.27.1 built from source for DGX Spark / Blackwell (sm_121a/GB10 | 149 | Codex, OpenCode | 1 | 9,283 tok |
| sablin39/tilelang-cuda-skills Skills for writing tilelang and debugging with CUDA toolkits. | 149 | Codex, OpenCode | 1 | 4,350 tok |