44,931 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 |
|---|---|---|---|---|
| validatedev/BrewServicesManager A macOS menu bar app for managing Homebrew services | 226 | Claude Code, Codex, OpenCode | 2 | 1,327 tok |
| kstenerud/yoloai yoloai.dev Your agent is a security risk, so treat it like one. yoloAI does AI agent sandboxing right | 226 | Claude Code, Codex, OpenCode | 5 | 3,914 tok |
| alphavantage/alpha_vantage_mcp mcp.alphavantage.co Alpha Vantage MCP Server | 226 | Claude Code | 1 | 1,101 tok |
| streamlit/agent-skills A collection of agent skills for development of Streamlit apps. | 226 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,428 tok |
| first-fluke/fullstack-starter deepwiki.org Production-ready fullstack monorepo template with Next.js, FastAPI, Flutter, Terraform, an | 226 | Claude Code, Codex, OpenCode | 7 | 1,029 tok |
| KeepSoftwareSimple/compass-calendar compasscalendar.com The keyboard calendar. Fast & simple. | 226 | Claude Code, Codex, GitHub Copilot, OpenCode | 18 | 1,320 tok |
| OdradekAI/bundles-forge An agentic skills framework & bundle-plugin engineering toolkit that works. | 225 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,436 tok |
| eastlondoner/mineflare | 225 | Claude Code, Codex, OpenCode | 2 | 6,460 tok |
| LKbaba/Claude-code-ChatInWindows marketplace.visualstudio.com Full-featured GUI for Claude Code CLI in VS Code — Windows (no WSL) & macOS. Third-party A | 225 | Claude Code | 1 | 4,836 tok |
| comet-ml/opik-mcp comet.com Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evalua | 225 | Claude Code, Codex, OpenCode | 12 | 1,863 tok |
| theexperiencecompany/gaia-ui ui.heygaia.io Beautifully designed components for building AI Agents 🌎 | 225 | Claude Code, Codex, OpenCode | 3 | 2,960 tok |
| roryeckel/wyoming_openai OpenAI-Compatible Proxy Middleware for the Wyoming Protocol | 225 | Claude Code, Codex, OpenCode | 5 | 1,099 tok |
| node9-ai/node9-proxy node9.ai Access control for AI agents. Set what Claude Code, Codex, Gemini, Cursor and any MCP serv | 225 | Claude Code | 1 | 858 tok |
| fabriqaai/specs.md specs.md specs.md - ai-dlc spec driven development framework | 225 | Claude Code | 11 | — |
| Staks-sor/ai-free Open-source local AI client and coding agent for DeepSeek, Qwen, ChatGPT and EconomyOS wit | 225 | Codex, OpenCode | 1 | 245 tok |
| IRISX-AI/IRIS-AI irisxai.in 💻 Desktop AI assistant built for real productivity. Voice, automation, memory, vision, we | 225 | Claude Code | 2 | 401 tok |
| aigorahub/elves aigorahub.github.io Autonomous multi-batch development skill for Claude Code and Codex. They work while you sl | 224 | Codex, OpenCode | 1 | 3,970 tok |
| team-telnyx/ai telnyx.com Official one-stop shop for AI Agents and developers building with Telnyx. | 224 | Codex, Cursor, OpenCode | 2 | 2,810 tok |
| EveryInc/hands-on-deck nityesh.com Agent-native PowerPoint manipulation — one CLI lets AI agents inspect, edit, create, and v | 224 | Claude Code | 1 | 227 tok |
| withqwerty/football-docs Searchable football data provider documentation for AI coding agents. Like Context7 for fo | 224 | Codex, OpenCode | 1 | 2,263 tok |
| bob-zebedy/CodexBar CodexBar is a macOS menu bar app for viewing local Codex account status, quotas, token usa | 224 | Codex, OpenCode | 1 | 4,718 tok |
| RLabs-Inc/gemini-mcp MCP Server that enables Claude code to interact with Gemini | 223 | Claude Code | 3 | 2,566 tok |
| xindoo/sumeru Xumi Writing, a SKILL focused on writing long-form novels. | 223 | Claude Code, Codex, OpenCode | 2 | 6,110 tok |
| WomenDefiningAI/claudecode-writer A Claude Code workspace that transforms ideas into multi-format content: research → long-f | 223 | Claude Code | 7 | 290 tok |
| Yanyutin753/LambChat lambchat.com LambChat — Enterprise Agent Infra for governed AI agents. Skills + MCP powered, Loop Agent | 223 | Claude Code, Codex, OpenCode | 2 | 12,764 tok |
| maddhruv/absolute Absolute Skills to 10x your Development Lifecycle | 223 | Claude Code | 1 | 786 tok |
| balukosuri/llm-wiki-karpathy | 223 | Claude Code | 1 | 1,525 tok |
| typewriter03/Desko Make use of your old phone || Your own Desk Buddy | 223 | Codex, OpenCode | 1 | 348 tok |
| colophon-group/jobseek jseek.co Monitors company career pages for new job postings and surfaces them in a single dashboar | 223 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 1,256 tok |
| jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w | 223 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 4,669 tok |
| Nutlope/variate variate-skill.vercel.app A compact design skill that generates four design variations of a component to iterate bet | 223 | Codex, OpenCode | 1 | 1,740 tok |
| IliyaBrook/figma-linux | 223 | Claude Code | 17 | — |
| brekkylab/backlot pypi.org A local emulator for enterprise SaaS APIs — Slack, Gmail, Google Drive, GitHub, Jira, Noti | 223 | Claude Code, Codex, OpenCode | 9 | 1,592 tok |
| vercel/sandbox vercel.com Vercel Sandbox is an ephemeral compute primitive designed to safely run untrusted or user- | 222 | Codex, OpenCode | 1 | 116 tok |
| danshapiro/kilroy | 222 | Claude Code, Codex, OpenCode | 4 | 2,776 tok |
| FreePeak/LeanKG leankg.com LeanKG: Stop Burning Tokens. Start Coding Lean. | 222 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,903 tok |
| elrizwiraswara/flutter_pos A Point of Sale (POS) application built with Flutter, demonstrating Clean Architecture pri | 222 | Claude Code | 1 | 2,403 tok |
| chiimagnus/SyncNos chiimagnus.github.io A web clipper for saving AI chats, web articles, and video transcripts to Notion, Obsidian | 222 | Codex, OpenCode | 1 | 2,488 tok |
| makenotion/notion-cookbook Hub for getting started with Notion, including documentation, customizable scripts, and qu | 222 | Codex, GitHub Copilot, OpenCode | 2 | 1,698 tok |
| espressoplease/smalldocs smalldocs.org Read, style, and share markdown files - privately. Formerly SDocs. | 222 | Claude Code, Codex, OpenCode | 4 | 26,239 tok |
| toolsdk-ai/toolsdk-mcp-registry toolsdk.ai MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Struc | 222 | Codex, OpenCode | 1 | 564 tok |
| JoelLewis/finance_skills Claude Code skill plugins for financial services — 81 skills across 7 domain plugins cover | 222 | Claude Code | 1 | 984 tok |
| dimetron/pi-go pi-go.sh Go implementation of AI coding agent | 222 | Codex, OpenCode | 1 | 9,409 tok |
| NabuCasa/hass-nabucasa Issues related to the cloud integration in Nabu Casa | 222 | Claude Code, GitHub Copilot | 2 | 2,125 tok |
| frgfm/torch-scan frgfm.github.io Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.) | 221 | Claude Code, Codex | 1 | — |
| noctalia-dev/legacy-v4-plugins Noctalia's official plugins | 221 | Codex, OpenCode | 1 | 3,069 tok |
| mduongvandinh/llm-wiki Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM | 221 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 6,513 tok |
| AppGram/agentnotch AgentNotch is a sleek macOS menu bar app that lives in your Mac's notch, providing real-ti | 221 | Claude Code | 1 | 1,844 tok |
| heyhuynhgiabuu/openpi OpenPi is a desktop workbench for the Pi coding agent. | 221 | Codex, OpenCode | 1 | 3,302 tok |
| nemori-ai/nemori A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with huma | 221 | Claude Code | 2 | 39 tok |