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 |
|---|---|---|---|---|
| bradygaster/squad bradygaster.github.io Squad: AI agent teams for any project | 3,327 | Claude Code, Codex, GitHub Copilot | 37 | 2,314 tok |
| liaohch3/claude-tap Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cu | 3,326 | Claude Code, Codex, OpenCode | 12 | 1,674 tok |
| ForceInjection/AI-fundamentals forceinjection.github.io AI fundamentals—GPU architecture, CUDA programming, large language model basics, and AI Ag | 3,324 | Claude Code, Codex, OpenCode | 2 | 3,098 tok |
| deltazefiro/Amarok-Hider deltazefiro.github.io Hide your private files and apps with a single click. | 3,321 | Claude Code, Codex, OpenCode | 5 | 470 tok |
| yoshiko-pg/difit yoshiko-pg.github.io A lightweight command-line tool that spins up a local web server to display Git commit dif | 3,318 | Claude Code, Codex, OpenCode | 7 | 698 tok |
| Asymptote-Labs/agent-beacon beacon.sh The cross-harness, self-improving memory layer for AI agents. Join our community: https:// | 3,307 | Claude Code, Codex, OpenCode | 3 | 26,154 tok |
| marc2332/freya freyaui.dev Cross-platform native GUI library for 🦀 Rust | 3,305 | Codex, OpenCode | 1 | 663 tok |
| samugit83/redamon redamon.org Open-source, self-hosted AI penetration testing framework: maps your attack surface into a | 3,305 | Claude Code, Codex, OpenCode | 2 | 2,937 tok |
| conversejs/converse.js conversejs.org Web-based XMPP/Jabber chat written in JavaScript | 3,303 | Claude Code, Codex, OpenCode | 3 | 4,480 tok |
| WecomTeam/wecom-cli Enterprise WeChat Open Platform command-line tool — enables both humans and AI Agents to o | 3,303 | Codex, OpenCode | 1 | 4,528 tok |
| neomjs/neo neomjs.com Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering tea | 3,298 | Codex, OpenCode | 1 | 5,373 tok |
| nexu-io/nexu nexu.io The simplest desktop client for OpenClaw 🦞 — bridge your Agent to WeChat, Feishu, Slack & | 3,288 | Claude Code, Codex, OpenCode | 3 | 7,143 tok |
| cool-team-official/cool-admin-midway cool-js.com 🔥 cool-admin (Midway edition), a powerful backend permission management framework featuri | 3,282 | Cursor | 1 | 807 tok |
| rpamis/comet docs.comet.rpamis.com Comet: agent skill harness for turning ideas into evaluated workflows | 3,274 | Claude Code, Codex, OpenCode | 2 | 6,838 tok |
| GladysAssistant/Gladys gladysassistant.com A privacy-first, open-source home assistant | 3,270 | Codex, OpenCode | 1 | 3,660 tok |
| FluidInference/FluidAudio docs.fluidinference.com Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity | 3,265 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 3,845 tok |
| av/harbor discord.gg Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LL | 3,263 | Claude Code, Codex, OpenCode | 20 | 2,000 tok |
| vuejs-ai/skills Agent skills for Vue 3 development | 3,263 | Claude Code, Codex, OpenCode | 2 | 3,087 tok |
| signerlabs/ShipSwift shipswift.app AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant | 3,260 | Codex, OpenCode | 1 | 1,107 tok |
| blazickjp/arxiv-mcp-server pulsemcp.com A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from ar | 3,258 | Claude Code | 1 | 838 tok |
| thananon/9arm-skills | 3,253 | Claude Code | 1 | 205 tok |
| ningzimu/image-to-editable-ppt-skill ppt-skill.ningzimu.vip Codex skill for converting slide images, PDFs, and image-based PPTX files into editable Po | 3,253 | Codex, OpenCode | 1 | 1,772 tok |
| AvaloniaCommunity/awesome-avalonia A collection of interesting libraries and tools for Avalonia project. | 3,249 | GitHub Copilot | 1 | 1,736 tok |
| GH05TCREW/pentestagent PentestAgent is an AI agent framework for black-box security testing, supporting bug bount | 3,245 | Claude Code | 1 | 2,345 tok |
| wquguru/harness-books harness-books.agentway.dev Harness engineering in two books: constraints, query loops, context governance and multi-a | 3,236 | Claude Code, Codex, OpenCode | 3 | 913 tok |
| dosco/graphjin graphjin.com One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and cod | 3,234 | Claude Code, Codex, OpenCode | 3 | 5,837 tok |
| yanyiwu/nodejieba Node.js version of the Jieba Chinese word segmentation library | 3,232 | Codex, OpenCode | 1 | 41 tok |
| oceanbase/seekdb seekdb.ai The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured | 3,230 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 552 tok |
| Forward-Future/loopy signals.forwardfuture.ai A library of practical AI-agent loops and an installable skill for finding, adapting, and | 3,227 | Codex, OpenCode | 1 | 2,320 tok |
| KhazP/vibe-coding-prompt-template vibeworkflow.app Templates and workflow for generating PRDs, Tech Designs, and MVP and more using LLMs for | 3,224 | Claude Code | 5 | — |
| AutoMaker-Org/automaker automaker.app | 3,223 | Claude Code | 12 | 1,544 tok |
| mitsuhiko/agent-stuff These are commands I use with agents, mostly Claude | 3,207 | Codex, OpenCode | 1 | 116 tok |
| microsoft/Generative-AI-for-beginners-dotnet aka.ms Five lessons, learn how to really apply AI to your .NET Applications | 3,204 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 6,360 tok |
| apache/hugegraph hugegraph.apache.org A graph database that supports more than 100+ billion data, high performance and scalabili | 3,201 | Codex, OpenCode | 1 | 692 tok |
| Chachamaru127/claude-code-harness Claude Code Dedicated Development Harness - Achieving High-Quality Development Through an | 3,201 | Claude Code, Cursor | 4 | 4,136 tok |
| amalshaji/portr portr.dev Expose local http, tcp or websocket connections to the public internet | 3,198 | Codex, OpenCode | 1 | 598 tok |
| mikeyobrien/ralph-orchestrator An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestra | 3,193 | Claude Code, Codex, OpenCode | 19 | 2,873 tok |
| Natively-AI-assistant/natively-cluely-ai-assistant natively.software Natively — Free open-source AI meeting assistant, interview copilot, and note taker. The b | 3,190 | Claude Code | 1 | 4,248 tok |
| QwenLM/Qwen-MM-Plugins Make any agent harness multimodal-native. | 3,187 | Claude Code, Codex, OpenCode | 2 | 855 tok |
| Project-N-E-K-O/N.E.K.O store.steampowered.com A catgirl who lives with you in real time—reaching out first, sharing your media, and actu | 3,187 | Claude Code, Codex | 19 | — |
| MaxMiksa/Auto-Company An autonomous company working 24/7 on your own PC - Windows/Linux/macOS. | 3,179 | Claude Code | 52 | 2,456 tok |
| microsoft/skills microsoft.github.io Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents | 3,177 | Claude Code, GitHub Copilot | 8 | 2,575 tok |
| elevenlabs/elevenlabs-python elevenlabs.io The official Python SDK for the ElevenLabs API. | 3,172 | Codex, OpenCode | 1 | 114 tok |
| scenario-labs/skills skills.sh Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the | 3,165 | Claude Code, Codex, OpenCode | 5 | 7,450 tok |
| software-mansion/argent argent.swmansion.com An agentic toolkit to control, debug, and profile iOS and Android apps. Made by Software M | 3,164 | Claude Code | 1 | 233 tok |
| sopaco/deepwiki-rs deepwiki.netlify.app Turn code into clarity. Generate accurate technical docs and AI-ready context in minutes—p | 3,164 | Claude Code, Codex | 4 | — |
| keon/browser-control A tiny, fast Rust CLI that drives a real browser over the Chrome DevTools Protocol — built | 3,157 | Codex, OpenCode | 1 | 484 tok |
| flutter/agent-plugins | 3,156 | Claude Code | 6 | — |
| Prism-Shadow/penguin-harness penguin.ooo 🐧 Unified and Stable RSI Platform | 3,154 | Claude Code, Codex | 4 | — |
| coder/claudecode.nvim 🧩 Claude Code Neovim IDE Extension | 3,152 | Claude Code, Codex, OpenCode | 6 | 6,264 tok |