23,614 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 |
|---|---|---|---|---|
| VRSEN/agency-swarm agency-swarm.ai Reliable Multi-Agent Orchestration Framework | 4,629 | Claude Code, Codex, OpenCode | 11 | 1,039 tok |
| alexellis/arkade blog.alexellis.io Open Source Marketplace For Developer Tools | 4,628 | Codex, OpenCode | 1 | 4,525 tok |
| IvanMurzak/Unity-MCP ai-game.dev AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for | 4,591 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 1,720 tok |
| zhukunpenglinyutong/desktop-cc-gui mossx.ai Multi-engine AI coding desktop client (Tauri). Claude Code, Codex, Gemini, OpenCode, DeepS | 4,571 | Codex, OpenCode | 1 | 3,030 tok |
| phodal/auto-dev ide.unitmesh.cc 🧙AutoDev: the Multi-Agent coding development platform built on Kotlin Multiplatform. | 4,568 | Codex, OpenCode | 1 | 623 tok |
| robinebers/openusage openusage.ai Burning through your subscriptions too fast? Paying for stuff you never use? Stop guessing | 4,556 | Claude Code, Codex, OpenCode | 15 | 1,564 tok |
| dagucloud/dagu dagu.sh Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declara | 4,549 | Codex, OpenCode | 1 | 951 tok |
| kungfu-systems/kungfu kungfu.tech Your agents don’t hand off the work. Kungfu keeps the same Work moving across Codex, Claud | 4,540 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,631 tok |
| Observal/Observal observal.io Share and discover coding agent resources across your team. Self-hosted, Apache 2.0, works | 4,534 | Claude Code, Codex, OpenCode | 2 | 4,661 tok |
| kubernetes-sigs/agent-sandbox agent-sandbox.sigs.k8s.io agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal fo | 4,516 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 6,181 tok |
| FlowElement-xinliuyuansu/m_flow flowelement.ai A bio-inspired cognitive memory engine — a new paradigm for Graph RAG. | 4,508 | Codex, OpenCode | 1 | 1,075 tok |
| basicmachines-co/basic-memory basicmemory.com AI conversations that actually remember. Never re-explain your project to your AI again. J | 4,500 | Claude Code, Codex, OpenCode | 23 | 6,763 tok |
| crmne/ruby_llm rubyllm.com The Ruby AI framework. | 4,496 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 8,465 tok |
| gptme/gptme gptme.org Your agent in your terminal, equipped with local tools: writes code, uses the terminal, br | 4,468 | Codex, OpenCode | 1 | 1,600 tok |
| zenbu-labs/terminal-browser terminal-browser.com A real browser inside your terminal | 4,462 | Claude Code, Codex, OpenCode | 3 | 308 tok |
| zgsm-ai/costrict costrict.ai Costrict - strict AI coder for enterprises, quality first, including AI Agent, AI CodeRevi | 4,462 | Codex, OpenCode | 1 | 127 tok |
| AlexAnys/awesome-openclaw-usecases-zh 🇨🇳 Complete collection of Chinese OpenClaw use cases | 50 real-world scenarios | Local a | 4,452 | Claude Code, Codex, OpenCode | 2 | 3,872 tok |
| archestra-ai/archestra archestra.ai Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator | 4,431 | Claude Code, Codex, OpenCode | 2 | 250 tok |
| mixedbread-ai/mgrep demo.mgrep.mixedbread.com A calm, CLI-native way to semantically grep everything, like code, images, pdfs and more. | 4,430 | Claude Code, Codex, OpenCode | 7 | 1,917 tok |
| kunchenguid/lavish-axi HTML is the new markdown. Lavish is the new editor for your HTML artifacts. | 4,408 | Claude Code, Codex, OpenCode | 3 | 5,303 tok |
| yynxxxxx/Codex-X codex-x.site A cross-platform visual management tool for the OpenAI Codex desktop app/CLI, featuring Pr | 4,400 | Codex, OpenCode | 1 | 337 tok |
| nyldn/claude-octopus reddit.com Run multiple AI models against the same research, design, or coding task. Surface disagree | 4,388 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,205 tok |
| camunda/camunda camunda.com Agentic Orchestration Platform | 4,352 | Claude Code, Codex, GitHub Copilot, OpenCode | 46 | 6,991 tok |
| synthetic-sciences/openscience openscience.sh The open-source AI workbench for scientific research | 4,348 | Claude Code, Codex, OpenCode | 2 | 3,883 tok |
| UsefulSoftwareCo/executor executor.sh The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / c | 4,341 | Claude Code, Codex, OpenCode | 2 | 5,264 tok |
| rolldown/tsdown tsdown.dev The elegant bundler for libraries powered by Rolldown | 4,334 | Claude Code, Codex, OpenCode | 2 | 2,618 tok |
| LycheeOrg/Lychee lycheeorg.dev A great looking and easy-to-use photo-management-system you can run on your server, to man | 4,330 | Codex, GitHub Copilot, OpenCode | 2 | 4,686 tok |
| crafter-station/petdex petdex.dev A public gallery of animated pets for Codex, Claude Code, DeepSeek Harness, Hermes, OpenCo | 4,328 | Claude Code, Codex, OpenCode | 6 | 1,628 tok |
| haris-musa/excel-mcp-server excelmcpserver.com Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, | 4,278 | Claude Code, Codex, OpenCode | 2 | 4,211 tok |
| davidondrej/skills cloudroom.dev access to david ondrej's personal agent skills | 4,261 | Codex, OpenCode | 1 | 1,481 tok |
| kunchenguid/gnhf Before I go to bed, I tell my agents: good night, have fun | 4,260 | Claude Code, Codex, OpenCode | 2 | 954 tok |
| arcboxlabs/arcbox arcbox.dev Run AI agents on real and isolated machines — own kernel, filesystem, and network — with < | 4,251 | Codex, GitHub Copilot, OpenCode | 2 | 6,069 tok |
| nextdns/nextdns nextdns.io NextDNS CLI client (DoH Proxy) | 4,247 | Codex, OpenCode | 1 | 941 tok |
| xintaofei/codeg docs.codeg.app Collaborative multi-agent AI coding workspace: aggregate sessions from Claude Code, Codex, | 4,245 | Claude Code, Codex, OpenCode | 2 | 3,425 tok |
| foru17/neko-master A modern and elegant dashboard for network traffic visualization and analysis. | 4,243 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 3,328 tok |
| thinking-machines-lab/tinker-cookbook Post-training with Tinker | 4,236 | Claude Code, Codex, OpenCode | 2 | 3,441 tok |
| flox/flox flox.dev The Deterministic Foundation for your SDLC | 4,194 | Claude Code, Codex, OpenCode | 7 | 5,681 tok |
| cloudflare/kumo kumo-ui.com Cloudflare's component library for building modern web applications. | 4,182 | Claude Code, Codex, OpenCode | 2 | 2,366 tok |
| moonrepo/moon moonrepo.dev A build system and monorepo management tool for the web ecosystem, written in Rust. | 4,177 | Claude Code, Codex, OpenCode | 4 | 1,278 tok |
| kagent-dev/kagent kagent.dev Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord | 4,165 | Claude Code, Codex, OpenCode | 4 | 2,000 tok |
| tolgee/tolgee-platform tolgee.io Developer & translator friendly web-based localization platform | 4,155 | Codex, OpenCode | 1 | 2,094 tok |
| ericc-ch/copilot-api ericc-ch.github.io Turn GitHub Copilot into OpenAI/Anthropic API compatible server. Usable with Claude Code! | 4,150 | Codex, OpenCode | 1 | 441 tok |
| groupultra/telegram-search search.lingogram.app 🔍 Export and fuzzy search your Telegram chat history | Export and fuzzy search your Teleg | 4,140 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 5 | 2,384 tok |
| ardanlabs/service ardanlabs.com Starter-kit for writing services in Go using Kubernetes. | 4,134 | Codex, OpenCode | 1 | 1,002 tok |
| microfeed/microfeed microfeed.org an agentic cms self-hosted on cloudflare, for podcasts, blogs, photos, videos, documents, | 4,134 | Claude Code, Codex, OpenCode | 2 | 2,671 tok |
| apache/tika tika.apache.org The Apache Tika toolkit detects and extracts metadata and text from over a thousand differ | 4,130 | Codex, OpenCode | 1 | 936 tok |
| stickerdaniel/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to | 4,119 | Claude Code, Codex, OpenCode | 8 | 6,457 tok |
| nowork-studio/notfair-plugin notfair.co Open-source SEO, GEO, and marketing skills for AI agents. | 4,114 | Codex, OpenCode | 1 | 2,499 tok |
| ZToolsCenter/ZTools An open-source implementation of uTools, a high-performance, scalable application launcher | 4,109 | Codex, OpenCode | 1 | 542 tok |
| spencermountain/spacetime spacetime.how A lightweight javascript timezone library | 4,108 | Codex, OpenCode | 1 | 1,064 tok |