32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944
All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| spiceai/spiceai docs.spiceai.org Add a real-time analytics node to your operational database. Spice is a portable, accelera | 3,130 | Claude Code, Codex, Cursor, OpenCode | 15 | 15,656 tok |
| stravu/crystal nimbalyst.com (Crystal is now Nimbalyst) Run multiple Codex and Claude Code AI sessions in parallel git | 3,127 | Claude Code, Codex, OpenCode | 2 | 7,093 tok |
| LLMQuant/quant-mind llmquantdata.com QuantMind is an open source agent-native knowledge extraction and retrieval framework for | 3,125 | Claude Code, Codex, OpenCode | 5 | 2,264 tok |
| nuxt-content/docus docus.dev Write beautiful documentations with Nuxt and Markdown. | 3,123 | Claude Code | 1 | — |
| coddingtonbear/obsidian-local-rest-api coddingtonbear.github.io A secure REST API and Model Context Protocol (MCP) server for your vault. | 3,116 | Claude Code, Codex, OpenCode | 3 | 2,817 tok |
| supermemoryai/apple-mcp x.com Collection of apple-native tools for the model context protocol. | 3,113 | Claude Code | 1 | 271 tok |
| sonos/tract Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference | 3,111 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,717 tok |
| plugin87/ux-ui-agent-skills plugin87.github.io Turn Claude into a senior design architect: DTCG tokens, 52 components, WCAG 2.2 AA-AAA, 1 | 3,108 | Claude Code, Codex, OpenCode | 6 | 8,805 tok |
| chaterm/Chaterm chaterm.ai Open source AI terminal for cloud and infrastructure management, enabling you to deploy, t | 3,105 | Claude Code, Codex, OpenCode | 2 | 4,048 tok |
| viperrcrypto/Siftly Local Twitter/X bookmark organizer with AI categorization and mindmap visualization | 3,087 | Claude Code | 1 | 1,079 tok |
| MetaMask/metamask-mobile metamask.io Mobile web browser providing access to websites that use the Ethereum blockchain | 3,082 | Claude Code, Codex, OpenCode | 4 | 2,564 tok |
| aaron-he-zhu/aaron-marketing-skills aaronmarketing.ai 120 marketing skills as an AI marketing staff — plugin, portable skills, or an 8-bot team | 3,074 | Claude Code, Codex, OpenCode | 2 | 6,255 tok |
| vanzan01/cursor-memory-bank A modular, documentation-driven framework using Cursor custom modes (VAN, PLAN, CREATIVE, | 3,056 | Claude Code, Cursor | 6 | — |
| visa/visa-vulnerability-agentic-harness Visa Vulnerability Agentic Harness | 3,052 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,744 tok |
| Shelf-nu/shelf.nu shelf.nu A free open source IT asset / Equipment / management and scheduling system. | 3,051 | Claude Code, Codex, GitHub Copilot, OpenCode | 22 | 15,281 tok |
| modelcontextprotocol/ext-apps apps.extensions.modelcontextprotocol.io Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, | 3,051 | Claude Code, Codex, OpenCode | 2 | 1,219 tok |
| allenpeng0705/EnvoyMesh homeclaw.cn Decentralized P2P mesh for autonomous AI agents — self-sovereign identity, peer-to-peer ch | 3,050 | Claude Code, Codex, OpenCode | 3 | 12,852 tok |
| addyosmani/web-quality-skills Agent Skills for optimizing web quality based on Lighthouse and Core Web Vitals. | 3,043 | Claude Code, Codex, OpenCode | 2 | 2,277 tok |
| digitalinnovationone/dio-agent Agente de IA criado pela DIO para apoiar seus estudos. | 3,036 | Claude Code, Codex, OpenCode | 2 | 1,326 tok |
| huangwb8/ChineseResearchLaTeX A collection of commonly used LaTeX templates for Chinese research | 3,020 | Claude Code, Codex, OpenCode | 2 | 2,791 tok |
| supabase/agent-skills supabase.com Agent Skills to help developers using AI agents with Supabase | 3,009 | Claude Code, Codex, OpenCode | 2 | 1,633 tok |
| raine/workmux workmux.dev git worktrees + tmux windows for zero-friction parallel dev | 3,009 | Claude Code | 3 | — |
| alejandrobalderas/claude-code-from-source Architecture, patterns & internals of Anthropic's AI coding agent — reverse-engineered fro | 3,006 | Claude Code | 1 | 631 tok |
| nicknisi/dotfiles vim, zsh, git, homebrew, neovim - my whole world | 3,004 | Claude Code | 2 | 285 tok |
| zcaceres/markdownify-mcp A Model Context Protocol server for converting almost anything to Markdown | 2,999 | Claude Code | 1 | 43 tok |
| supabase/mcp supabase.com Connect Supabase to your AI assistants | 2,994 | Claude Code, Codex, OpenCode | 2 | 28 tok |
| songguoxs/seedance-prompt-skill opennana.com Seedance 2.0 prompt skill for generating Seedance 2.0 video prompts | 2,987 | Claude Code | 1 | — |
| rilldata/rill rilldata.com The fastest business intelligence tool for humans and agents. | 2,985 | Claude Code | 8 | — |
| michaelshimeles/ralphy ralphy.goshen.fyi My Ralph Wiggum setup, an autonomous bash script that runs Claude Code, Codex, OpenCode, C | 2,983 | Claude Code, Cursor | 2 | 1,322 tok |
| spartan-ng/spartan spartan.ng Cutting-edge tools powering Angular full-stack development. | 2,983 | Claude Code | 1 | 438 tok |
| doronz88/pymobiledevice3 doronz88.github.io Pure python3 implementation for working with iDevices (iPhone, etc...). | 2,975 | Claude Code, Codex, OpenCode | 5 | 1,828 tok |
| cocoindex-io/cocoindex-code cocoindex.io A super light-weight embedded code search engine CLI (AST based) that just works - improv | 2,965 | Claude Code | 1 | 2,057 tok |
| marketcalls/openalgo docs.openalgo.in The Open Source Trading Ecosystem for Everyone. | 2,964 | Claude Code | 11 | 16,372 tok |
| antfu/node-modules-inspector node-modules.dev Interactive UI for local node modules inspection | 2,960 | Claude Code, Codex, OpenCode | 2 | 357 tok |
| Vexa-ai/vexa vexa.ai Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join b | 2,951 | Claude Code, Codex, OpenCode | 2 | 3,288 tok |
| openlit/openlit docs.openlit.io OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and | 2,950 | Claude Code, Codex, OpenCode | 5 | 912 tok |
| VibiumDev/vibium vibium.com The verification layer for coding agents | 2,947 | Claude Code | 1 | 521 tok |
| git-ai-project/git-ai usegitai.com A Git extension for tracking the AI-generated code in your repos | 2,944 | Claude Code, Codex, OpenCode | 2 | 4,601 tok |
| moltis-org/moltis moltis.org A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi- | 2,941 | Claude Code, Codex, OpenCode | 7 | 6,230 tok |
| nunocoracao/blowfish blowfish.page Personal Website & Blog Theme for Hugo | 2,930 | Claude Code | 2 | 305 tok |
| chrisryugj/kordoc pubax.org Parse everything — HWP, HWPX, PDF, and Office documents into Markdown. CLI and MCP server | 2,928 | Claude Code, Codex, OpenCode | 3 | 3,253 tok |
| EvanBacon/serve-sim The `npx serve` of Apple Simulators. | 2,927 | Claude Code, Codex, OpenCode | 4 | 983 tok |
| chdb-io/chdb clickhouse.com chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse | 2,925 | Claude Code, Codex, OpenCode | 3 | 260 tok |
| runkids/skillshare skillshare.runkids.cc 📚 Sync skills, agents, MCP, plugins to all AI CLI tools with one command and simplify tea | 2,923 | Claude Code, Codex, OpenCode | 2 | 1,400 tok |
| op7418/Claude-to-IM-skill Bridge Claude Code / Codex to IM platforms — chat with AI coding agents from Telegram, Dis | 2,901 | Claude Code | 1 | 256 tok |
| jeremylongshore/tons-of-skills-marketplace tonsofskills.com Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapter | 2,900 | Claude Code, Codex, OpenCode | 5 | 12,975 tok |
| kaitranntt/ccs ccs.kaitran.ca Switch between Claude accounts, Gemini, Copilot, OpenRouter (300+ models) via CLIProxyAPI | 2,896 | Claude Code, Codex, OpenCode | 5 | 1,425 tok |
| cabinetai/cabinet AI-first knowledge base and startup OS | 2,892 | Claude Code | 1 | 215 tok |
| remorses/gpuix gpuix.dev Node.js & Bun bindings for Zed’s GPUI. Build memory efficient native apps with React or So | 2,875 | Claude Code, Codex, OpenCode | 2 | 18,323 tok |
| FinMind/FinMind finmindtrade.com Open Data, more than 50 financial data sources. Provides over 50 financial datasets, mainl | 2,874 | Claude Code | 3 | — |