23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| cdesktop-ai/cdesktop cdesktop.ai Open-source Claude Code Desktop alternative. Use any provider/model. Web UI for Claude Cod | 131 | Claude Code, Codex, OpenCode | 2 | 1,008 tok |
| UR-SillyB/AirFerry Fully offline optical file transfer: browser-extension sender <-> Android receiver via QR | 131 | Codex, OpenCode | 1 | 35,089 tok |
| snchimata/tokenfold Private, provider-neutral context compression for LLMs. Reversibly compress schemas and lo | 131 | Codex, OpenCode | 1 | 894 tok |
| agentailor/fullstack-langgraph-nextjs-agent Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP | 130 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,467 tok |
| aberemia24/code-executor-MCP | 130 | Codex, Gemini CLI, OpenCode | 2 | 2,065 tok |
| autopkg/dataJAR-recipes datajar.co.uk Elegant and powerful Apple services for business and education. | 130 | Claude Code, Codex, GitHub Copilot | 3 | 2,198 tok |
| Menfre01/waveloom A terminal Code Agent customized for DeepSeek prefix caching (pure Go), with a 95–99% cach | 130 | Claude Code, Codex, OpenCode | 1 | 3,069 tok |
| SeoNaRu/lexguard-mcp An MCP server that helps the general public easily look up legal information through AI. S | 130 | Codex, Cursor, OpenCode | 2 | 629 tok |
| microsoft/fabric-rti-mcp MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools f | 130 | Claude Code, Codex, GitHub Copilot | 2 | 1,346 tok |
| huseyinstif/oculos If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust. | 130 | Codex, OpenCode | 1 | 1,678 tok |
| bernatvadell/muonline | 130 | Claude Code, Codex, OpenCode | 2 | 6,460 tok |
| lynx-family/lynx-website lynxjs.org Official Website of the Lynx Family | 130 | Claude Code, Codex, OpenCode | 3 | 1,998 tok |
| ljxpython/ai-agent-platform AI agent platform development—using testing as an example, this project builds a practical | 130 | Claude Code, Codex, OpenCode | 8 | 1,529 tok |
| sanqiufong/slides-from-anything Turn anything into slides | 130 | Claude Code, Codex, OpenCode | 2 | 2,522 tok |
| appautomaton/agent-designer appautomaton.com Portable SKILLs workspace for Claude Code, Codex, and Gemini — issue-driven workflows and | 130 | Codex, OpenCode | 1 | 199 tok |
| ambient-code/platform ambient-code.github.io Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platfor | 130 | Claude Code, Codex, OpenCode | 13 | 2,311 tok |
| geongeorge/picture-it Photoshop for agents | 130 | Claude Code, Codex, OpenCode | 2 | 1,540 tok |
| db-ux-design-system/core-web design-system.deutschebahn.com DB UX Design System monorepo - Provides Design Tokens and components for Web UIs | 130 | Claude Code, Codex, GitHub Copilot, Kiro, OpenCode | 6 | 18,208 tok |
| vectora-foundry/native-devtools-mcp npmjs.com MCP server for computer use & browser automation - screenshot, OCR, click, type, find_tex | 130 | Codex, OpenCode | 1 | 8,302 tok |
| pnp/cli-microsoft365-mcp-server npmjs.com Manage Microsoft 365 using MCP server | 130 | Claude Code, Codex | 2 | — |
| Ryder-MHumble/Meldwork ryder-mhumble.github.io Local-first AI agent workspace for multi-agent collaboration, agent orchestration, scoped | 130 | Codex, OpenCode | 1 | 429 tok |
| ProfessionalWiki/MediaWiki-MCP-Server professional.wiki Model Context Protocol (MCP) Server to connect your AI with any MediaWiki | 130 | Claude Code, Codex, OpenCode | 2 | 2,433 tok |
| portons/codex-pet-share | 130 | Codex, OpenCode | 2 | 1,027 tok |
| intent-driven-dev/intent-driven-template intent-driven.dev OpenSpec and OpenCode template for intent-driven development with specs, ADRs, C4 diagrams | 130 | Codex, OpenCode | 1 | 42 tok |
| vinilana/invokta docs.invokta.dev A TypeScript framework for reusable domain AI capabilities across direct, CLI, and MCP tra | 130 | Claude Code, Codex, OpenCode | 5 | 178 tok |
| vibe-cafe/vibe-usage vibecafe.ai A CLI tool for tracking token usage | 130 | Codex, OpenCode | 1 | 11,535 tok |
| Hy4ri/hermes-mobile hy4ri.github.io Native Android client for Hermes Agent — real-time chat, cron management, session resume a | 130 | Codex, OpenCode | 1 | 3,753 tok |
| slackapi/slack-skills-plugin docs.slack.dev Claude Code, Codex, Cursor, and npx skills plugin that enables your AI tools with a Slack | 129 | Claude Code, Codex, OpenCode | 2 | 1,527 tok |
| 8421bit/MiniClaw 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception | 129 | Codex, Gemini CLI, OpenCode | 2 | 661 tok |
| one-ie/one template.one.ie Make Your Ideas Real. Build Apps, Websites and AI Agents with Plain English with Astro, Re | 129 | Claude Code, Codex, OpenCode | 4 | 3,237 tok |
| nnnggel/skills-management A CLI tool to manage and synchronize AI coding agent skills | 129 | Codex, OpenCode | 1 | 846 tok |
| Sunagatov/Memora Telegram bot | 129 | Claude Code, Codex, OpenCode | 3 | 1,369 tok |
| z80dev/lemon z80.wtf BEAM-native platform for LLM agents: OTP-supervised per-run processes, pluggable engines a | 129 | Claude Code, Codex, OpenCode | 4 | 9,148 tok |
| l3gi0nXXXX/Metis-agent Metis-agent is a high performance and personal AI assistant which is build with Cangjie pr | 129 | Claude Code, Codex, OpenCode | 2 | 5,057 tok |
| roam-bit/ai-collaboration-notebook A collaborative mechanism that enables AI to actively remember its mistakes and self-itera | 129 | Codex, OpenCode | 1 | 8,509 tok |
| agutinbaigo28/financial-agent-api financial agent api with multi-agent framework for scalable AI systems focusing on financi | 129 | Claude Code, Codex, GitHub Copilot, OpenCode | 50 | 34,906 tok |
| Hona/opencode-ralph Ralph Driven Development using OpenCode SDK and OpenTUI | 129 | Codex, OpenCode | 1 | 952 tok |
| dinglebear-ai/unraid Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports syst | 129 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 3,569 tok |
| dchu917/ctx Local context manager for Claude Code and Codex with workstreams, transcript binding, and | 129 | Claude Code, Codex, Cursor, OpenCode | 10 | 1,228 tok |
| edgee-ai/edgee edgee.ai Official Edgee CLI to interract with Edgee's Agent Gateway. Route Claude Code, Codex, Curs | 129 | Claude Code, Codex, OpenCode | 2 | 3,209 tok |
| Tlaloc-Es/killpy tlaloc-es.github.io 🐍 CLI tool to find and delete unused Python virtual environments (.venv, poetry, conda, p | 129 | Codex, OpenCode | 1 | 1,818 tok |
| duane1024/l123 | 129 | Claude Code, Codex, OpenCode | 3 | 3,595 tok |
| calderbuild/WeFinance wefinance-copilot.streamlit.app AI-Powered Personal Finance Assistant - Transforming bill images into intelligent financia | 129 | Claude Code, Codex, OpenCode | 4 | 10,949 tok |
| Ciao1019/Petrichor zverify.cn A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and port | 129 | Codex, OpenCode | 1 | 2,384 tok |
| xingwudao/open-xquant xingwudao.github.io AI quantitative research framework: AI Agent-driven strategy backtesting, factor research, | 129 | Claude Code, Codex, OpenCode | 2 | 1,019 tok |
| NarratorAI-Studio/narrator-ai-cli AI Commentary Master — CLI client for calling video commentary generation APIs from the te | 129 | Codex, OpenCode | 1 | 8,023 tok |
| danielcherubini/pi-archimedes Visual polish and useful context for the Pi coding agent TUI | 129 | Codex, OpenCode | 1 | 2,637 tok |
| LumiDesk/verifin A completely free, open-source, minimalist personal finance tool with user-controlled data | 129 | Claude Code, Codex, OpenCode | 2 | 6,961 tok |
| Cloudgeni-ai/opengeni opengeni.ai Open, self-hostable agentic runtime for organizations — durable, replayable agent sessions | 129 | Claude Code, Codex, OpenCode | 4 | 24,305 tok |
| SailingLoong/LoongPort loongport.dev A dedicated enhanced version of cc-switch for API relay providers, eliminating the hassle | 129 | Claude Code, Codex | 1 | 8,970 tok |