43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708
All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| David-Crty/databasement david-crty.github.io Self-hosted database backup manager with a web UI. Schedule, backup, and restore MySQL, Po | 2,356 | Claude Code | 1 | 12,027 tok |
| jmiao24/Paper2Agent Paper2Agent is a multi-agent AI system that automatically transforms research papers into | 2,353 | Claude Code | 6 | — |
| YTwsy/OpenSurge-for-Mac opensurge.pages.dev Surge-style whole-home gateway and control plane for macOS with IPv4/IPv6 support— mihomo | 2,351 | Codex, OpenCode | 1 | 1,122 tok |
| datopian/portaljs portaljs.com 🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and | 2,350 | Claude Code, Codex, OpenCode | 2 | 2,591 tok |
| llmsresearch/paperbanana Open source implementation and extension of Google Research’s PaperBanana for automated ac | 2,347 | Claude Code, GitHub Copilot | 4 | 890 tok |
| hi-godot/godot-ai Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally | 2,344 | Claude Code, Codex, OpenCode | 4 | 7,573 tok |
| AgentsMesh/AgentsMesh agentsmesh.ai The AI Agent Workforce Platform. Run a hundred AI coding agents across your own machines — | 2,343 | Claude Code, Codex, OpenCode | 2 | 8,602 tok |
| 0xMassi/webclaw webclaw.io Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data | 2,342 | Claude Code | 1 | 5,176 tok |
| nizos/tdd-guard Automated TDD enforcement for Claude Code | 2,337 | Claude Code | 1 | 1,055 tok |
| antonbabenko/terraform-skill Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production pattern | 2,337 | Claude Code | 1 | 2,356 tok |
| rsyslog/rsyslog rsyslog.com High-performance log ingestion and ETL engine | 2,333 | Claude Code, Codex, GitHub Copilot, OpenCode | 21 | 6,497 tok |
| K-Dense-AI/claude-scientific-writer k-dense.ai A general purpose scientific writer | 2,327 | Claude Code, Codex, OpenCode | 28 | 10,828 tok |
| mflux-community/mflux Apple MLX native implementations of state-of-the-art generative image & video models | 2,326 | Claude Code, Codex, Cursor, OpenCode | 11 | 23 tok |
| Bottelet/DaybydayCRM daybydaycrm.com DaybydayCRM an open-source CRM, to help you keep track of your daily workflow. | 2,325 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 1,632 tok |
| liangdabiao/Seedance2-Storyboard-Generator skillhub.cn In one sentence: The cost of trial and error keeps rising, and prompts have never been mor | 2,314 | Claude Code | 2 | 1,278 tok |
| arifszn/gitprofile arifszn.github.io 🚀 Create and publish a GitHub-synced portfolio by just providing your GitHub username. | 2,306 | Claude Code, Codex, OpenCode | 2 | 1,206 tok |
| Exa-Networks/exabgp The BGP swiss army knife of networking | 2,305 | Claude Code | 4 | 4,924 tok |
| ArnasDon/wacrm wacrm.tech Self-hostable CRM template for WhatsApp — shared inbox, contacts, sales pipelines, broadca | 2,304 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| zakirkun/deep-eye Deep Eye orchestrates multiple AI providers (OpenAI, Claude, Grok, Gemini, OLLAMA, Groq, M | 2,302 | Claude Code, Codex, OpenCode | 8 | 2,919 tok |
| southleft/figma-console-mcp southleft.com Your design system as an API. Connect AI to Figma for extraction, creation, and debugging. | 2,302 | Claude Code | 3 | 415 tok |
| lhfer/claude-howto-zh-cn A comprehensive Claude Code getting-started guide in Chinese. Locally rewritten based on l | 2,294 | Claude Code | 3 | 990 tok |
| saifyxpro/HeadlessX headlessx.saify.me The undetected self-hosted browser automation platform. Powered by Camoufox (Firefox) for | 2,292 | Codex, OpenCode | 1 | 5,398 tok |
| allenymt/PrivacySentry Android privacy compliance remediation and detection tool using an annotation + ASM byteco | 2,290 | Claude Code | 1 | 1,561 tok |
| elie222/rakazo rakazo.com Open-source Grok Bot alternative. Choose your own model and sandbox. | 2,288 | Claude Code, Codex, OpenCode | 4 | 1,129 tok |
| X-Wei/flutter_catalog An app showcasing Flutter components, with side-by-side source code view. | 2,288 | Gemini CLI | 1 | 685 tok |
| PrismML-Eng/Bonsai-demo prismml.com Bonsai Demo | 2,287 | Codex, OpenCode | 1 | 4,251 tok |
| asuojun/claude-vision-skill | 2,285 | Claude Code, Codex, OpenCode | 2 | 377 tok |
| Sahir619/fable-method The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, wi | 2,282 | Codex, OpenCode | 1 | 3,676 tok |
| opentiny/tiny-vue opentiny.design TinyVue is an enterprise-class UI component library of OpenTiny community, support both Vu | 2,273 | Codex, OpenCode | 1 | 2,171 tok |
| jwadow/kiro-gateway 👻 Proxy API gateway for Kiro IDE & CLI (Amazon Q Developer / AWS CodeWhisperer). Use free | 2,273 | Codex, OpenCode | 1 | 6,728 tok |
| agno-agi/dash agno.com A self-learning data agent built with systems engineering principles. It grounds answers i | 2,265 | Claude Code | 1 | 2,286 tok |
| numman-ali/cc-mirror Create multiple isolated Claude Code variants with custom providers (Z.ai, MiniMax, OpenRo | 2,264 | Claude Code, Codex, OpenCode | 2 | 2,797 tok |
| codejunkie99/agentic-stack One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plug | 2,262 | Claude Code, Codex, Cursor | 19 | — |
| eugr/spark-vllm-docker Docker configuration for running VLLM on dual DGX Sparks | 2,261 | Codex, OpenCode | 1 | 346 tok |
| QoderAI/better-harness qoderai.github.io An open-source Harness Engineering platform for coding agents—define harnesses as code, ru | 2,261 | Claude Code, Codex, OpenCode | 5 | 2,535 tok |
| ScrapeCreators/social-media-research-skills scrapecreators.com AI agent skills for social media research. Outlier posts, comment mining, competitor teard | 2,260 | Claude Code, Codex, OpenCode | 2 | 332 tok |
| oh-my-mermaid/oh-my-mermaid Turn complex codebases into clear, navigable architecture diagrams with Claude Code. | 2,256 | Claude Code | 1 | 311 tok |
| openstatusHQ/data-table-filters logs.run Faceted filters, sorting & infinite scroll for React data tables - shadcn/ui + TanStack Ta | 2,252 | Claude Code, Codex, OpenCode | 18 | 2,299 tok |
| levy-street/world-of-claudecraft worldofclaudecraft.com | 2,251 | Claude Code, Codex, Gemini CLI, OpenCode | 44 | 8,946 tok |
| AmberLJC/LLMSys-PaperList Large Language Model (LLM) Systems Paper List | 2,251 | Claude Code | 1 | 1,510 tok |
| Maintainerr/Maintainerr maintainerr.info Looks and smells like Seerr, does the opposite. A library maintenance tool for Plex, Jelly | 2,249 | Claude Code | 2 | — |
| youssofal/MTPLX mtplx.com 3x faster speeds on MLX | Qwen 3.8 27B | Native MTP Speculative Decoding On Apple Silicon | 2,246 | Claude Code | 1 | — |
| dstackai/dstack dstack.ai Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, | 2,245 | Codex, OpenCode | 1 | 1,242 tok |
| apconw/Aix-DB Aix-DB is based on the LangChain/LangGraph frameworks and combines an MCP Skills multi-age | 2,244 | Claude Code | 1 | 1,430 tok |
| tsingyuai/scientify Automatic and end-to-end scientific research workflow enabled by OpenClaw. Produces state- | 2,243 | Claude Code | 1 | 1,896 tok |
| Wirasm/prp Prompts, workflows and more for agentic engineering | 2,242 | Claude Code, Codex, OpenCode | 37 | 1,888 tok |
| Kocoro-lab/Shannon shannon.run A production-oriented multi-agent orchestration framework. | 2,242 | Claude Code | 1 | 1,717 tok |
| rcortx/kiwiq Production-grade multi-agent orchestration platform - JSON-defined agents, multi-tier memo | 2,234 | Claude Code | 2 | 5,206 tok |
| jnMetaCode/agency-orchestrator ao.aiolaola.com 🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. | 2,232 | Claude Code | 1 | 6,570 tok |
| tractorjuice/arc-kit arckit.org The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and ass | 2,228 | Claude Code, Codex, OpenCode | 8 | 10,496 tok |