32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965
All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| JayDoubleu/agentic-book An AI-generated book exploring how artificial intelligence development reveals hidden patt | 82 | Claude Code | 1 | 1,329 tok |
| sleeplesshan/token-router Raw line routing for large logs, source files, and agent-context references using GPT-6 Lu | 82 | Claude Code | 1 | 212 tok |
| ammonhaggerty/ai-coding-primer An open-source guidebook and starter kit for building full-stack products with Claude Code | 82 | Claude Code | 1 | 578 tok |
| speedpy/speedpy speedpy.com Free, MIT-licensed Django SaaS boilerplate for the AI era — production-ready APIs, teams, | 82 | Claude Code, Codex, Cursor, OpenCode | 3 | 20,862 tok |
| TestAny-io/testany-agent-skills testany.io A collection of Agent Skills from Testany, providing various professional skills for produ | 82 | Claude Code, Codex, OpenCode | 2 | 2,678 tok |
| postmelee/hyper-waterfall A human-governed AI coding workflow that distills ephemeral session context into persisten | 82 | Claude Code, Codex, OpenCode | 2 | 1,432 tok |
| agodianel/esp32-claude-workbench Deterministic AI workflow for ESP32 firmware development — structured missions, implementa | 82 | Claude Code, Codex, OpenCode | 2 | 571 tok |
| seojoonkim/agentlinter agentlinter.vercel.app ESLint for AI Agents — scoring, diagnosis, and automatic fixes for AGENTS.md/CLAUDE.md | P | 82 | Claude Code | 1 | 225 tok |
| sverklo/sverklo sverklo.com Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Code | 82 | Claude Code | 1 | 406 tok |
| sinaptik-ai/starpod starpod.sh Open-source AI agent runtime built in Rust. Define once, deploy isolated instances per ten | 82 | Claude Code | 2 | 941 tok |
| nirholas/agenti agenti.ninabrekkerese.workers.dev Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive | 82 | Claude Code, Codex, OpenCode | 2 | 546 tok |
| 9thLevelSoftware/legion Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → revie | 82 | Claude Code, Codex, OpenCode | 2 | 7,747 tok |
| sebastienrousseau/dotfiles doc.dotfiles.io Cross-platform developer workstation control plane powered by chezmoi — adaptive terminal | 82 | Claude Code, Codex, OpenCode | 2 | 3,175 tok |
| htlin222/openevidence-mcp Unofficial OpenEvidence MCP server — query OpenEvidence from Claude Code, Codex, and any M | 82 | Claude Code | 2 | — |
| gutomec/nirvana-os-engine squads.sh Nirvana-OS engine: ready-to-run agentic operations. One sentence in, finished work out. So | 82 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 17,208 tok |
| dgilford/ai-science-toolkit Skills & reviewer agents for AI-first climate science — built and used by a PhD atmospheri | 82 | Claude Code, Codex, OpenCode | 2 | 13,855 tok |
| Linked-API/linkedin-cli linkedincli.com AI-agent-friendly CLI for controlling LinkedIn accounts and retrieving real-time data. | 82 | Claude Code | 1 | 732 tok |
| PrefectHQ/fastmcp-ts fastmcp-ts.docs.prefect.io The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎 | 82 | Claude Code, Codex, OpenCode | 2 | 17,551 tok |
| RoshanGH/mixcut-windows AI advertising video remixing tool (Windows) - C# + WPF + .NET 8, aligned with the origina | 82 | Claude Code | 1 | 16,671 tok |
| snyk/snyk-ls snyk.io Language Server used by IDEs as Snyk Backend for Frontends | 82 | Claude Code, Codex, Cursor, OpenCode | 9 | 1,485 tok |
| spartanz51/tutabridge Local IMAP/SMTP bridge for Tuta encrypted email. Use Thunderbird, Apple Mail or any mail c | 82 | Claude Code | 1 | 830 tok |
| humaidhahm/opencode-pentester AI-powered red teaming, and pentesting for web applications via opencode : defensive code | 82 | Claude Code, Codex, OpenCode | 3 | 1,928 tok |
| backenly/backenly backenly.com Autonomous backend platform. Your coding agent builds it over MCP, Backenly keeps it runni | 82 | Claude Code, Codex, OpenCode | 2 | 9,187 tok |
| odysseus0/symphony Symphony turns project work into isolated, autonomous implementation runs, allowing teams | 82 | Claude Code, Codex | 7 | — |
| alexhraber/flowhawk Real-time eBPF-powered network security monitor with AI-driven threat detection. Surfaces | 82 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,799 tok |
| openshift/cluster-kube-apiserver-operator The kube-apiserver operator installs and maintains the kube-apiserver on a cluster | 82 | Claude Code, Codex, OpenCode | 2 | 1,289 tok |
| DSB-117/brainblast npmjs.com Predict the silent integration traps an AI agent would ship (zero-revenue configs, auth by | 81 | Claude Code | 2 | — |
| YanpengQi7/ai-reliability-copilot ai-reliability-copilot.vercel.app Turn a production incident into a structured 9-section LLM response (severity, root cause, | 81 | Claude Code, Codex, OpenCode | 2 | 4,504 tok |
| geckse/n8n-desk n8n-desk.app Bringing n8n to your Machine — a desktop & mobile companion app for n8n. Chat with agents, | 81 | Claude Code | 7 | 12,993 tok |
| ozankasikci/agent-sessions ozankasikci.github.io Agent Sessions is a desktop app for managing multiple AI agent sessions at once, written i | 81 | Claude Code | 1 | 188 tok |
| JasonBoy/msw-mcp msw-mcp-docs.vercel.app Cli & MCP server for msw (Mock Service Worker) for AI Agents with dynamic mocking | 81 | Claude Code, Codex, OpenCode | 2 | 940 tok |
| pulsemcp/mcp-servers MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We buil | 81 | Claude Code, Codex, OpenCode | 3 | 6,672 tok |
| liuxingqitd/skills-hub skills-hub.dev A local dashboard to manage AI coding agent skills — sync, install, and organize skills ac | 81 | Claude Code, Codex, OpenCode | 2 | 1,465 tok |
| TradingGoose/TradingGoose.github.io tradinggoose.github.io A Multi-Agents LLM Financial Trading Framework for both individual stock analysis & portfo | 81 | Claude Code | 1 | 101 tok |
| orual/pattern agent builder | 81 | Claude Code, Codex, OpenCode | 4 | 1,420 tok |
| thisguymartin/grove AI-native terminal workspace. One command to launch colored Zellij tabs per git worktree, | 81 | Claude Code | 2 | 501 tok |
| SeaC-25/Kali-Security-MCP Kali MCP is an autonomous multi-agent penetration testing system for LLMs that dynamically | 81 | Claude Code | 1 | 2,387 tok |
| leehanchung/bing-search-mcp MCP Server for Bing Search API | 81 | Claude Code | 1 | 1,294 tok |
| amaynez/kiro-style-sdd Kiro Style Spec Driven Development using any LLM | 81 | Claude Code, Codex, Cursor | 4 | 162 tok |
| thetom42/perplexica-mcp MCP server for Perplexica | 81 | Claude Code | 1 | 114 tok |
| allisoneer/agentic_auxilary A collection of software tools to aid myself (and optionally others) in improved agentic a | 81 | Claude Code | 2 | 3,566 tok |
| SebastianElvis/octopus The Claude Code frontend for ADHD developers. Dispatch board to run 50 sessions in paralle | 81 | Claude Code | 1 | 2,497 tok |
| a-pavithraa/springboot-skills-marketplace Spring Boot Skill for Claude Code and Codex | 81 | Claude Code, Codex, OpenCode | 2 | 288 tok |
| PhiFever/AfdianToMarkdown Afdian crawler (afdian.com) | 81 | Claude Code | 10 | 1,350 tok |
| remiphilippe/mcp-unreal MCP server that gives AI coding agents (Claude Code, Cursor, etc.) full control over Unrea | 81 | Claude Code | 6 | 6,281 tok |
| efremidze/swift-architecture-skill Agent Skill for Swift architecture design and implementation patterns. | 81 | Claude Code, Codex, OpenCode | 4 | 1,426 tok |
| openJiuwen-ai/agent-memory Memory is a long-term memory module for AI agents, providing capabilities for memory extra | 81 | Claude Code, Codex, OpenCode | 3 | 3,129 tok |
| soniqo/speech-studio soniqo.audio Open-source desktop voice-cloning studio for creators — clone a voice, script lines with e | 81 | Claude Code, Codex, OpenCode | 2 | 4,493 tok |
| tuanductran/hr-skills hr-skills-web.vercel.app AI skills and technical recruiting knowledge for modern HR and talent acquisition teams. | 81 | Claude Code, Codex, GitHub Copilot, OpenCode | 27 | 1,893 tok |
| OpenAdminOS/OpenAdminOS openadminos.com Open-source, local-first AI agents for IT administration. Start with Microsoft 365, connec | 81 | Claude Code, Codex, OpenCode | 2 | 4,477 tok |