44,817 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 |
|---|---|---|---|---|
| specpulse/specpulse specpulse.xyz Specification-Driven Development (SDD) Framework | 389 | Claude Code | 1 | 770 tok |
| BlockRunAI/blockrun-mcp npmjs.com Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x | 389 | Claude Code, Codex, OpenCode | 2 | 564 tok |
| paralleldrive/aidd The standard framework for AI Driven Development | 389 | Codex, OpenCode | 1 | 464 tok |
| abap2UI5/abap2UI5 abap2ui5.org Build UI5 Apps Purely in ABAP | 389 | Claude Code, Codex, OpenCode | 7 | 8,134 tok |
| labsai/EDDI eddi.technology Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestr | 389 | Claude Code, Codex, OpenCode | 3 | 14,788 tok |
| ryanthedev/code-foundations Code Foundations: software engineering skills for AI | 389 | Claude Code | 1 | 3,162 tok |
| leeguooooo/claude-code-usage-bar pypi.org Lightweight Claude Code statusLine: 5h/7d rate-limit usage, reset countdowns, model + cont | 389 | Codex, OpenCode | 1 | 961 tok |
| XMihura/Kanvas Manage projects visually with humans and AI agents | 389 | Claude Code, Codex, OpenCode | 2 | 1,354 tok |
| icysaintdx/OpenCode-Config-Manager OpenCode Config Manager (OCCM) is a visual configuration management tool specifically desi | 388 | Codex, OpenCode | 1 | 1,325 tok |
| sudoskys/telegramify-markdown 🪄 Markdown To Telegram MarkdownV2 Converter Python| No more worrying about formatting. | 388 | Codex, OpenCode | 1 | 775 tok |
| therealarthur/myrlin-workbook therealarthur.github.io Open-source workspace manager for AI coding CLIs: Claude Code and ChatGPT Codex in one bro | 388 | Claude Code | 1 | 1,757 tok |
| cvs-health/ios-swiftui-accessibility-techniques Demonstrates iOS SwiftUI Accessibility programming techniques using live good and bad exam | 388 | Claude Code | 4 | 455 tok |
| PowerBeef/Vocello vocello.vercel.app Vocello: a private voice studio for Apple Silicon. Write a script, pick or describe a voic | 388 | Claude Code, Codex | 17 | 4,192 tok |
| mvilanova/intervals-mcp-server Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.i | 388 | Codex, OpenCode | 1 | 292 tok |
| leiting-eric/DailyBrief leiting-eric.github.io Daily AI news briefings · GitHub trending + X trending articles + market technical analysi | 388 | Claude Code, Codex, OpenCode | 2 | 1,642 tok |
| NanmiCoder/open-image-prompts Open, local-first visual prompt archive with traceable prompt-image references and install | 388 | Codex, OpenCode | 1 | 1,585 tok |
| CodSpeedHQ/codspeed codspeed.io CodSpeed is the all-in-one performance testing toolkit. Optimize code performance and catc | 387 | Claude Code, Codex, OpenCode | 2 | 700 tok |
| design-sparx/mantine-analytics-dashboard mantine-analytics-dashboard.netlify.app A free, open source, Next 16, React 18 admin dashboard template created using Mantine 8 | 387 | Claude Code, Codex, OpenCode | 2 | 2,085 tok |
| ruvnet/ruv-FANN A blazing-fast, memory-safe neural network library for Rust that brings the power of FANN | 387 | Claude Code | 11 | 1,629 tok |
| Weaverse/pilot pilot.weaverse.dev A fully-featured Shopify Hydrogen theme crafted to help you launch modern, high-performing | 387 | Claude Code, Codex, OpenCode | 2 | 4,849 tok |
| afumu/openlink OpenLink allows web-based AI to directly access your local file system and execute command | 386 | Claude Code | 1 | 1,896 tok |
| veyliss/ai-localbase A local-first AI knowledge base system (RAG) for integrating local documents into assisted | 386 | Codex, OpenCode | 1 | 109 tok |
| AlexPEClub/ai-coding-starter-kit Production-ready Next.js template with AI-powered development workflow using 6 specialized | 386 | Claude Code | 2 | 636 tok |
| timwuhaotian/the-pair apps.timwuhaotian.dev Open-source AI pair programming for desktop: a Mentor + Executor agent cross-check each ot | 386 | Claude Code, Codex, OpenCode | 3 | 7,549 tok |
| facebook/meta-wearables-dat-android Meta Wearables Device Access Toolkit for Android | 386 | Codex, GitHub Copilot, OpenCode | 2 | 19,294 tok |
| receptron/mulmoclaude npmjs.com Nurture your own AI assistant on your own computer. Local-first and MIT: memories, data an | 386 | Claude Code | 17 | 4,768 tok |
| AnnenkovLabs/girl-agent oss.girl-agent.com An AI girl with human-like behavior: sleep, mood, schedule, memory, relationship stages, a | 386 | Claude Code, Codex, OpenCode | 2 | 1,375 tok |
| databricks/databricks-agent-skills Databricks AI Tools: skills and plugins for building on Databricks with Claude Code, Curso | 386 | Claude Code, Codex, OpenCode | 2 | 2,301 tok |
| delexw/claude-code-trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations | 385 | Claude Code, Codex, OpenCode | 5 | 319 tok |
| onvoyage-ai/voyage-geo-agent Agentic Generative Engine Optimizaiton | 385 | Claude Code, Codex, OpenCode | 4 | 3,077 tok |
| ukanwat/aaabench utkarshkanwat.com A long-horizon benchmark harness: give a coding agent a real game engine, professional con | 385 | Claude Code | 20 | — |
| jaechang-hits/SciAgent-Skills omicshorizon.ai 197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% ac | 385 | Claude Code, Codex, OpenCode | 2 | 7,521 tok |
| aerovato/container container.aerovato.com Persistent Linux workspaces for agentic development. | 385 | Claude Code, Codex, OpenCode | 2 | 173 tok |
| ReflexioAI/reflexio reflexio.ai Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that | 385 | Claude Code, Codex, OpenCode | 3 | 170 tok |
| devswha/patina patina.vibetip.help AI-writing humanizer for KO/EN/ZH/JA | 385 | Codex, OpenCode | 1 | 204 tok |
| almeidazs/better-drizzle better-drizzle.com ORM, but better | 385 | Codex, OpenCode | 1 | 611 tok |
| shift-editor/shift shift.graphics A cross-platform font editor built in Rust and TypeScript | 385 | Claude Code, Codex, OpenCode | 23 | 4,487 tok |
| VasiHemanth/tokentelemetry tokentelemetry.com Token telemetry dashboard for AI autonomous and coding agents — tracks tokens, sessions, t | 384 | Claude Code, Codex, OpenCode | 9 | 91 tok |
| ArtisanCloud/PowerX powerx.artisan-cloud.com PowerX is an open platform for private-domain WeChat operations based on WeCom, helping bu | 384 | Claude Code, Codex, OpenCode | 37 | 3,825 tok |
| yuu-ramsey/eastmoney-monthly | 383 | Claude Code | 1 | 4,465 tok |
| AlexGladkov/claude-in-mobile MCP server for mobile and desktop automation — Android (via ADB), iOS Simulator (via simct | 383 | Claude Code | 2 | 619 tok |
| OhMyMeme/OhMyMeme Lightweight cross-platform meme management system for desktop | 383 | Codex, OpenCode | 1 | 45,576 tok |
| Cotal-AI/Cotal cotal.ai The open standard for agent coordination | 383 | Claude Code, Codex, OpenCode | 6 | 5,380 tok |
| strowk/mcp-k8s-go npmjs.com MCP server connecting to Kubernetes | 382 | Claude Code | 1 | 274 tok |
| kaandedeoglu/Shark Swift CLI for strong-typing images, colors, storyboards, fonts and localizations | 382 | Claude Code, Codex, OpenCode | 2 | 5,122 tok |
| ZhuLinsen/alphasift AI-native stock screening engine with full-market discovery, LLM ranking, risk-aware scori | 382 | Codex | 1 | — |
| spencermarx/open-code-review AI-powered multi-agent code review. Simulates a customizable team of Engineers performing | 382 | Claude Code, Codex, OpenCode, Windsurf | 12 | 2,402 tok |
| Koomook/data-go-mcp-servers Korea public data portal (data.go.kr) API MCP servers | 382 | Claude Code | 2 | 1,926 tok |
| arnica/depsguard depsguard.com Harden your package manager configs against supply chain attacks. | 381 | Codex, OpenCode | 1 | 2,669 tok |
| superbasicstudio/claude-conductor npmjs.com Claude Conductor - a simple Claude Code framework | 381 | Claude Code | 1 | 2,156 tok |