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 |
|---|---|---|---|---|
| AminForou/mcp-gsc Google Search Console Insights with Claude AI for SEOs | 2,120 | Claude Code | 1 | 725 tok |
| uber/ADR arxiv.org ADR secures enterprise AI agents through observability, security benchmarking, and threat | 2,119 | Claude Code | 1 | — |
| ModelEngine-Group/fit-framework modelengine-ai.net FIT: An enterprise-grade AI development framework providing a multilingual function engine | 2,117 | Claude Code, Codex, OpenCode | 70 | 819 tok |
| the-open-engine/zeroshot zeroshot.sh Multi-agent graph orchestration engine for autonomous software development. Independent, a | 2,114 | Claude Code, Codex, OpenCode | 2 | 24,373 tok |
| maxritter/pilot-shell pilot-shell.com Plan, build and review software with your coding agents. Work side by side in the App or b | 2,109 | Claude Code, Codex, OpenCode | 2 | 741 tok |
| mvanhorn/printing-press-library Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and commun | 2,108 | Claude Code, Codex, OpenCode | 2 | 13,563 tok |
| greggh/claude-code.nvim Seamless integration between Claude Code AI assistant and Neovim | 2,106 | Claude Code | 1 | 539 tok |
| Shpigford/chops chops.md Your AI agent skills, finally organized. A macOS app to browse, edit, and manage skills ac | 2,104 | Claude Code | 3 | 1,464 tok |
| GoogleCloudPlatform/scion | 2,097 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,479 tok |
| feigeCode/navop navop.dev A native, all-in-one workspace for databases, SSH, SFTP, terminals, remote desktop, monito | 2,095 | Claude Code, Codex, OpenCode | 10 | 44,651 tok |
| nat-n/poethepoet poethepoet.natn.io A task runner that works well with poetry or uv. | 2,093 | Claude Code | 2 | — |
| doobidoo/mcp-memory-service Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Clau | 2,089 | Claude Code, Codex, OpenCode | 14 | 8,568 tok |
| MatrAIx-ai/MatrAIx-Persona-8B matraix.ai Simulate Before Reality. | 2,089 | Claude Code | 1 | — |
| lodev09/react-native-true-sheet sheet.lodev09.com The true native bottom sheet experience 💩 | 2,089 | Claude Code, Codex, OpenCode | 5 | 930 tok |
| Syngnat/GoNavi gonavi.org High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron | 2,087 | Claude Code, Codex, OpenCode | 2 | 4,700 tok |
| zereight/gitlab-mcp zereight.github.io MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via | 2,085 | Claude Code, GitHub Copilot | 54 | 1,765 tok |
| ai4s-research/open-science openedscience.com Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Window | 2,078 | Claude Code, Codex, OpenCode | 3 | 950 tok |
| superglue-ai/superglue superglue.ai superglue's AI agents connect, migrate and implement enterprise systems. Cloud-hosted or o | 2,070 | Claude Code, Cursor | 2 | 1,495 tok |
| lineofflight/frankfurter frankfurter.dev 💱 Currency data API | 2,069 | Claude Code, Codex, OpenCode | 4 | 1,434 tok |
| coder/xum xum.coder.com A desktop app for isolated, parallel agentic development | 2,068 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 10 tok |
| Octane0411/open-vibe-island Native macOS control center for AI coding agents — monitor sessions, approve actions, and | 2,066 | Claude Code, Codex, OpenCode | 2 | 2,582 tok |
| afar1/fieldtheory-cli fieldtheory.dev Field Theory CLI for bookmarks, Library, commands, and agent workflows | 2,055 | Claude Code | 3 | 610 tok |
| nottelabs/notte console.notte.cc Cloud browser infrastructure and web automation platform for your AI and coding agents | 2,055 | Claude Code, Codex, OpenCode | 3 | 7,151 tok |
| Jesseovo/last30days-skill-cn jesseovo.github.io last30days-cn is an AI Agent skill that automatically searches content from the eight majo | 2,054 | Claude Code, Codex, OpenCode | 2 | 1,503 tok |
| JurajNyiri/HomeAssistant-Tapo-Control Control for Tapo cameras as a Home Assistant component | 2,046 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 1,258 tok |
| monoscope-tech/monoscope monoscopehq.com Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 | 2,044 | Claude Code, Codex, OpenCode | 6 | 13,891 tok |
| jtblin/kube2iam kube2iam provides different AWS IAM roles for pods running on Kubernetes | 2,042 | Claude Code, Codex, Gemini CLI | 2 | 334 tok |
| Kochava-Studios/witsy Witsy: desktop AI assistant / universal MCP client | 2,039 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 5,730 tok |
| xenodium/agent-shell xenodium.com Brings your favorite AI agents to Emacs, keeping you at home: familiar buffers and binding | 2,035 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 166 tok |
| CaliCastle/cali.so cali.so Personal website for Cali Castle | 2,030 | Claude Code, Codex, OpenCode | 2 | 400 tok |
| autoclaw-cc/xiaohongshu-skills xiaohongshu-skills | 2,028 | Claude Code | 1 | 806 tok |
| nimbalyst/nimbalyst nimbalyst.com Nimbalyst - The open-source visual workspace for Claude Code, Codex, and OpenCode. Run mul | 2,027 | Claude Code, Codex, OpenCode | 52 | 3,335 tok |
| WeaveMindAI/weft A programming language for AI orchestrations | 2,025 | Claude Code, Codex, GitHub Copilot | 22 | 14,538 tok |
| YosemiteCrew/Yosemite-Crew yosemitecrew.com Open-source operating system for animal health | 2,023 | Claude Code, Codex, OpenCode | 22 | 3,218 tok |
| xu-xiang/everything-claude-code-zh oneskill.one Chinese translation project for everything-claude-code: a complete collection of Claude Co | 2,021 | Claude Code, Codex, OpenCode | 45 | 2,649 tok |
| coji/natural-japanese An Agent Skill for writing and revising business Japanese in a readable and easy-to-unders | 2,021 | Claude Code, Codex, OpenCode | 2 | 2,247 tok |
| flutter/flutter-intellij docs.flutter.dev Flutter Plugin for IntelliJ | 2,018 | Claude Code, Gemini CLI | 2 | 220 tok |
| ranuts/document edit.chaxus.com Local-first browser editor for Word, Excel, PowerPoint and PDF, with an experimental AI as | 2,018 | Claude Code | 1 | 28,863 tok |
| CoderGamester/mcp-unity Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Cl | 2,012 | Claude Code, Codex, OpenCode, Windsurf | 3 | 5,620 tok |
| dmmulroy/better-result Lightweight Result type for TypeScript with generator-based composition. | 2,012 | Claude Code, Codex, OpenCode | 2 | 1,362 tok |
| ai-that-works/ai-that-works boundaryml.com 🦄 ai that works - every tuesday 10 AM PST | 2,008 | Claude Code | 7 | — |
| memorax-ai/memorax-code code.memorax.net A memory plugin for AI coding that turns engineering experience, repository knowledge, and | 2,007 | Claude Code, Codex, OpenCode | 2 | 1,372 tok |
| openclaw/clawsweeper clawsweeper.bot ClawSweeper scans all issues and PRs and suggest what we can close, and why. It runs every | 2,004 | Claude Code, Codex, OpenCode | 3 | 2,760 tok |
| zzet/gortex gortex.dev High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, m | 2,004 | Claude Code, Codex, OpenCode | 2 | 5,603 tok |
| kenforthewin/atomic atomicapp.ai Self-hosted, semantically-connected personal knowledge base | 2,000 | Claude Code, Codex, OpenCode | 2 | 3,332 tok |
| Start9Labs/start-technologies start9.com Monorepo for StartOS, StartWRT, StartTunnel, start-sdk, start-docs, start-cli, start-regis | 1,995 | Claude Code, Codex, OpenCode | 3 | 17,166 tok |
| forloopcodes/contextplus contextplus.vercel.app Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for | 1,989 | Claude Code | 1 | — |
| jeffbski/wait-on wait-on is a cross-platform command line utility and Node.js API which will wait for files | 1,988 | Claude Code, Codex, OpenCode | 4 | 3,824 tok |
| reactnativecn/react-native-update cresc.dev 🚀 Blazing fast hot updates (OTA) for React Native — Hermes-optimized diff patches, crash | 1,986 | Claude Code, Codex | 1 | — |
| beikeshop/beikeshop beikeshop.com Free and Open-Source, Easy-to-Use Laravel eCommerce Platform,It supports multiple language | 1,986 | Claude Code, Codex, OpenCode | 2 | 4,844 tok |