22,053 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| 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 |
| 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 | 1,870 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 |
| HexSleeves/tailscale-mcp server that provides seamless integration with Tailscale's CLI commands and REST API, enab | 130 | Claude Code, Codex, OpenCode | 2 | 1,298 tok |
| vinta/hal-9000 Opinionated AI coding agent and dev environment automation for macOS | 130 | Claude Code, Codex, OpenCode | 4 | 1,465 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 |
| SametKUM/klustr klustr.dev A native Kubernetes desktop client — nothing in your cluster. Helm, Argo CD, Flux CD, Gate | 130 | Claude Code, Codex, OpenCode | 3 | 19,320 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 |
| Narylr350/book-source-creator-skill A Legado reading AI book-source generation Skill that generates and validates reading-sour | 130 | Codex, OpenCode | 1 | 390 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 |
| UR-SillyB/AirFerry Fully offline optical file transfer: browser-extension sender <-> Android receiver via QR | 130 | Codex, OpenCode | 1 | 35,089 tok |
| whanyu1212/gem-dota whanyu1212.github.io Python replay parser for Dota 2 | 130 | Claude Code, Codex, OpenCode | 2 | 7,174 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 |
| Ryder-MHumble/Meldwork ryder-mhumble.github.io Local-first AI agent workspace for multi-agent collaboration, agent orchestration, scoped | 129 | Codex, OpenCode | 1 | 429 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 |
| ardiannurcahya/open-graph-memory ogm.svclabs.cloud OpenGraphMemory : Self-hosted knowledge graph extraction, temporal graph storage, and agen | 129 | Codex, OpenCode | 1 | 871 tok |
| Cloudgeni-ai/opengeni opengeni.ai Open, self-hostable agentic runtime for organizations — durable, replayable agent sessions | 129 | Claude Code, Codex, OpenCode | 4 | 24,298 tok |
| doudou770/flyreq-image-studio image.flyreq.com AI image generation studio (AI Image Generator) and video studio. Supports Agent and studi | 129 | Codex, OpenCode | 1 | 688 tok |
| Waybox-AI/roadtrip-skill roadtripskill.dev An AI agent skill that turns "start + days" into a road trip you can actually drive. | 129 | Claude Code, Codex, OpenCode | 2 | 4,360 tok |