21,984 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703
All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| AtomicBot-ai/Atomic-Chat atomic.chat Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% | 1,458 | Codex, OpenCode | 1 | 2,739 tok |
| traycerai/traycer traycer.ai Traycer: Nerve Center for Agentic Coding | 1,455 | Claude Code, Codex, OpenCode | 2 | 809 tok |
| tracewayapp/traceway tracewayapp.com The only tool you need to know what is happening and how to fix it. | 1,452 | Claude Code, Codex, OpenCode | 2 | 32,446 tok |
| agent0ai/dox agent-zero.ai Self-documenting AGENTS.md | 1,452 | Codex, OpenCode | 1 | 820 tok |
| txperl/PixivBiu A Pixiv client. Easy to search, browse, and download artworks. | 1,451 | Claude Code, Codex, OpenCode | 2 | 2,342 tok |
| modelcontextprotocol/kotlin-sdk modelcontextprotocol.github.io The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in coll | 1,449 | Claude Code, Codex, OpenCode | 4 | 864 tok |
| actionbook/rust-skills Rust Developer AI Assistance System — Meta-Problem-Driven Knowledge Indexing | 1,449 | Claude Code, Codex, OpenCode | 2 | 1,943 tok |
| starc007/ui-components beui.dev Motion components for React. Copy, paste, done. | 1,448 | Claude Code, Codex, OpenCode | 2 | 6,564 tok |
| jellydn/zed-101-setup itman.fyi Your ultimate guide to setting up Zed with Vim mode, tailored settings, and key bindings f | 1,446 | Codex, OpenCode | 1 | 584 tok |
| bramses/chatgpt-md A (nearly) seamless integration of ChatGPT into Obsidian. | 1,443 | Claude Code, Codex, OpenCode | 2 | 2,190 tok |
| NO6KIKO/gorest-2d-animation-spritesheet-generator Codex-assisted local 2D animation spritesheet generator and scene compositing workspace. | 1,442 | Codex, OpenCode | 1 | 648 tok |
| egoist/waku waku.sh ⚡ A native app for all your coding agents. | 1,441 | Claude Code, Codex, OpenCode | 2 | 1,352 tok |
| wgzhao/Addax addax.wgzhao.com Actively maintained fork of Alibaba DataX — a fast, versatile ETL tool for RDBMS/NoSQL dat | 1,433 | Claude Code, Codex, OpenCode | 2 | 1,830 tok |
| joewongjc/type4me A macOS voice input method with real-time recognition, LLM text optimization, and fully lo | 1,431 | Claude Code, Codex, OpenCode | 2 | 4,834 tok |
| zhaoolee/garss Use GitHub Actions to collect RSS feeds and create an ad-free, high-quality front-page new | 1,429 | Codex, OpenCode | 1 | 412 tok |
| winedarksea/AutoTS Automated Time Series Forecasting | 1,429 | Codex, OpenCode | 1 | 846 tok |
| chunkhound/chunkhound chunkhound.ai Your entire engineering context, deeply understood | 1,427 | Claude Code, Codex, OpenCode | 5 | 1,066 tok |
| agent-network-protocol/AgentNetworkProtocol agent-network-protocol.com AgentNetworkProtocol(ANP) is an open source protocol for agent communication. Our vision i | 1,425 | Codex, Gemini CLI, OpenCode | 2 | 763 tok |
| miscusi-peek/cheatengine-mcp-bridge Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse eng | 1,424 | Claude Code, Codex, OpenCode | 2 | 4,513 tok |
| inkeep/agents docs.inkeep.com Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For s | 1,423 | Claude Code, Codex, OpenCode | 2 | 9,419 tok |
| twostraws/SwiftAgents An AGENTS.md file for Swift and SwiftUI projects. | 1,422 | Codex, OpenCode | 1 | 1,581 tok |
| hotovo/aider-desk aiderdesk.hotovo.com Platform for AI-powered software engineers | 1,422 | Codex, OpenCode | 1 | 1,725 tok |
| yohey-w/multi-agent-shogun Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmu | 1,420 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 17 | 15,149 tok |
| fmind/mlops-python-package fmind.github.io A comprehensive Python package template to kickstart and standardize your MLOps initiative | 1,416 | Codex, OpenCode | 1 | 1,248 tok |
| mnemox-ai/tradememory-protocol mnemox.ai Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, t | 1,416 | Claude Code, Codex, OpenCode | 3 | 355 tok |
| hesamsheikh/octogent A thin orchestration dashboard over Claude Code for managing context, automation, and deve | 1,414 | Claude Code, Codex, OpenCode | 2 | 986 tok |
| nrwl/nx-console nx.dev Nx Console is the user interface for Nx & Lerna. | 1,414 | Claude Code, Codex, Cursor, OpenCode | 12 | 1,370 tok |
| zhnt/loushang AI-native agent harness for coding workflows by python: multi-model LLM orchestration, sta | 1,409 | Codex, OpenCode | 1 | 1,517 tok |
| awaescher/OllamaSharp nuget.org The easiest way to use Ollama in .NET | 1,404 | Codex, OpenCode | 1 | 3,427 tok |
| remorses/kimaki kimaki.dev all opencode features deeply integrated inside Discord. each project is a channel. each se | 1,404 | Codex, OpenCode | 1 | 11,250 tok |
| deepcoldy/botmux deepcoldy.github.io Bridge Feishu/Lark to AI coding CLIs — Claude Code, Codex, Gemini, OpenCode… every DM, gro | 1,403 | Claude Code, Codex, OpenCode | 2 | 4,004 tok |
| milanglacier/minuet-ai.nvim 💃 Dance with Intelligence in Your Code. Minuet offers code completion as-you-type from po | 1,400 | Claude Code, Codex, OpenCode | 2 | 372 tok |
| preset-io/agor agor.live Agor - team command center for all things agentic | 1,397 | Claude Code, Codex, OpenCode | 2 | 7,116 tok |
| agent0ai/space-agent The agent that re-shapes the Space | 1,395 | Codex, OpenCode | 1 | 1,048 tok |
| tianma-if/edgeever edgeever.org Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on | 1,393 | Codex, OpenCode | 1 | 2,001 tok |
| digitalinnovationone/dio-agent Agente de IA criado pela DIO para apoiar seus estudos. | 1,393 | Claude Code, Codex, OpenCode | 2 | 1,125 tok |
| m0n0x41d/haft haft.tools Engineering decisions engine that know when they're stale. Frame, compare, decide — with e | 1,391 | Claude Code, Codex, OpenCode | 2 | 10,802 tok |
| wuji-labs/nopua A skill that unlocks your AI's potential through love. We commanded. We threatened. They w | 1,390 | Codex, OpenCode | 1 | 546 tok |
| daymade/claude-code-skills Professional Claude Code skills marketplace featuring production-ready skills for enhanced | 1,387 | Claude Code, Codex, OpenCode | 2 | 6,463 tok |
| riba2534/feishu-cli feishu-cli is a full-featured command-line tool for the Feishu Open Platform. It wraps ope | 1,383 | Claude Code, Codex, OpenCode | 2 | 10,186 tok |
| ChiChou/grapefruit codecolor.ist Open-source mobile security testing suite for iOS and Android. Previously Passionfruit | 1,382 | Claude Code, Codex, OpenCode | 2 | 440 tok |
| openclaw/crabbox crabbox.sh Crabbox: warm a box, sync the diff, run the suite. | 1,382 | Claude Code, Codex, OpenCode | 2 | 1,651 tok |
| AgibotTech/genie_sim Simulation Platform from AgiBot | 1,381 | Codex, OpenCode | 1 | 1,620 tok |
| e2b-dev/infra e2b.dev Infrastructure that's powering E2B Cloud. | 1,379 | Claude Code, Codex, OpenCode | 2 | 2,886 tok |
| justrach/codedb codegraff.com Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, se | 1,378 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,700 tok |
| vczh-libraries/Release Release folder of all projects, mainly for GacUI: Native C++ UI library, cross-platform, M | 1,376 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 4,336 tok |
| google/mantis cloud.google.com A modular, stack-agnostic toolkit of security review skills for AI coding agents to autono | 1,375 | Codex, OpenCode | 1 | 670 tok |
| IoTSharp/IoTSharp iotsharp.net IoTSharp is an open-source IoT platform for data collection, processing, visualization, an | 1,375 | Codex, GitHub Copilot, OpenCode | 2 | 2,703 tok |
| GreenSheep01201/claw-empire Command Your AI Agent Empire from the CEO Desk — A local-first AI agent office simulator t | 1,374 | Codex, OpenCode | 1 | 4,618 tok |
| urob/zmk-config Personal ZMK firmware configuration for various boards (34-keys, Glove80, Planck) | 1,372 | Codex, OpenCode | 1 | 1,867 tok |