43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708
All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| wangxijie001/yoji An AI desktop companion with emotions — privacy-first, voice wake, office assistance, and | 813 | Claude Code | 1 | 4,956 tok |
| getkyo/kyo getkyo.io Toolkit for Scala Development | 812 | Claude Code, Codex, OpenCode | 2 | 4,422 tok |
| penso/arbor penso.github.io Run agentic coding workflows in a fully native desktop app for Git worktrees, terminals, a | 812 | Claude Code, Codex, OpenCode | 2 | 4,606 tok |
| mpfaffenberger/code_puppy Agentic AI for writing code | 812 | Claude Code, Codex, OpenCode | 3 | 2,824 tok |
| AltimateAI/altimate-code altimate.sh Open-source agentic data engineering harness for dbt, SQL, and cloud warehouses. 100+ tool | 811 | Claude Code, OpenCode | 32 | — |
| hoophq/hoop hoop.dev One gateway in front of every protocol. Same policy across MCP, LLMs, databases and contai | 810 | Claude Code | 5 | 7,260 tok |
| verygoodplugins/automem automem.ai Long-term memory for AI assistants. Graph + vector store that recalls decisions, relations | 810 | Claude Code, Codex, OpenCode | 2 | 6,251 tok |
| notatestuser/ds4-control macOS menubar app for fast local DeepSeek V4 Pro/Flash, with 1M context. | 808 | Claude Code | 1 | 1,518 tok |
| shuxiachai/academic-commercialization-agent Evidence-constrained commercialization assessment with deterministic retrieval, six LLM st | 808 | Claude Code, Codex, OpenCode | 2 | 5,627 tok |
| featurevisor/featurevisor featurevisor.com Feature flags, experiments, and remote config management with version control | 807 | Codex, OpenCode | 1 | 666 tok |
| helixml/helix helix.ml ♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop | 806 | Claude Code, Codex, OpenCode | 2 | 14,933 tok |
| cyrusagents/cyrus atcyrus.com The Claude Code background agent for Linear, Slack, Github, GitLab etc. you deploy anywher | 806 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 7,927 tok |
| Iamshankhadeep/ccseva shankhadeep.dev A beautiful macOS menu bar app for tracking your Claude Code usage in real-time. | 806 | Claude Code | 1 | 3,747 tok |
| ardanlabs/kronk Go With Your Own Intelligence! Use Go for hardware accelerated local inference with llama. | 805 | Claude Code, Codex, OpenCode | 3 | 1,319 tok |
| tigerowo/infinite-canvas p01--infinite-canvas--vv2f2lsn9vkn.code.run Open-source AI creative workbench integrating an infinite canvas, Agent, director's desk, | 805 | Claude Code, Codex, OpenCode | 3 | 2,081 tok |
| ruvnet/agentic-flow ruv.io Easily switch between alternative low-cost AI models in Claude Code/Agent SDK. For those c | 804 | Claude Code | 12 | 1,672 tok |
| vshulcz/deja-vu vshulcz.github.io One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 20 more coding | 803 | Claude Code, Gemini CLI | 2 | 236 tok |
| sockudo/sockudo sockudo.io Blazingly fast pusher drop-in replacement written in rust | 802 | Claude Code, Codex, OpenCode | 4 | 5,564 tok |
| mihai-dinculescu/tapo 🦀 Rust API, 🐍 Python API, and 🤖 MCP Server for TP-Link Tapo smart devices | 801 | Claude Code | 10 | 462 tok |
| 863401402/she-love-me She's Different — Relationship Analysis Room — WeChat chat history relationship analysis A | 801 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 988 tok |
| ariadng/metatrader-mcp-server Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform | 799 | Claude Code | 1 | 1,867 tok |
| PaulJPhilp/EffectPatterns effect-patterns.vercel.app A community-driven knowledge base of practical patterns for Effect-TS. | 799 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 7 | 7,115 tok |
| magicyuan876/mineru-tianshu mineru-tianshu.vercel.app Tianshu - An enterprise-grade all-in-one AI data preprocessing platform | PDF/Office to Ma | 798 | Claude Code, Codex, OpenCode | 2 | 6,765 tok |
| MageByte-Zero/spec-superflow npmjs.com An AI programming workflow plugin that combines the OpenSpec planning engine at the source | 797 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 3 | 2,092 tok |
| gadicc/yahoo-finance2 npmjs.com Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill | 796 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,490 tok |
| openabdev/openab openabdev.github.io A lightweight, secure, cloud-native ACP harness that bridges Discord and any ACP-compatibl | 796 | Codex, OpenCode | 1 | 1,580 tok |
| firoorg/firo firo.org The privacy-focused cryptocurrency | 795 | Claude Code | 2 | — |
| MaxBittker/rs-sdk rs-sdk-demo.fly.dev Runescape automation library, optimized for use by coding agents. | 795 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,421 tok |
| anywhere-labs/Agents-Anywhere An open-source cross-device Agent workspace. | 795 | Claude Code, Codex | 2 | — |
| adar2378/pin_code_fields pub.dev A flutter package which will help you to generate pin code fields with beautiful design an | 794 | Claude Code | 1 | 2,360 tok |
| christopherkarani/Wax christopherkarani.github.io Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo | 794 | Codex, OpenCode | 1 | 1,437 tok |
| regent-vcs/re_gent re-gent.dev Version-Control for AI coding agents. | 794 | Claude Code, Codex, OpenCode | 10 | 7,100 tok |
| enjalot/latent-scope A scientific instrument for investigating latent spaces | 793 | Claude Code, Codex, OpenCode | 3 | 7,240 tok |
| gemini-cli-extensions/security Google's Security extension for the Gemini CLI that finds vulnerabilities in your code cha | 793 | Gemini CLI | 1 | 3,993 tok |
| Auriti-Labs/geo-optimizer-skill auriti-labs.github.io Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolki | 793 | Codex, OpenCode | 1 | 1,506 tok |
| bastani-inc/atomic bastani.ai The verifiable coding agent runtime. Define your coding agent's process in natural languag | 793 | Claude Code, Codex, OpenCode | 9 | 6,705 tok |
| microsoft/CopilotStudioSamples | 793 | Claude Code, GitHub Copilot | 2 | 2,794 tok |
| PINA-org/PINA pina-org.github.io Physics-Informed Neural networks for Advanced modeling | 792 | Claude Code, Codex, OpenCode | 13 | 832 tok |
| Ohh-889/skyroc admin.skyroc.me Skyroc is a cross-platform frontend engineering monorepo based on React 19 + TypeScript: i | 792 | Claude Code, Codex, OpenCode | 27 | 2,872 tok |
| redwoodjs/local-ci local-ci.dev Run GitHub Actions locally — pause on failure, retry in place, and keep caches on your mac | 791 | Claude Code, Codex, OpenCode | 5 | 301 tok |
| yukiyokotani/office-open-xml-viewer ooxml.silurus.dev A browser-based viewer for Office Open XML documents that renders to an HTML Canvas elemen | 791 | Claude Code, Codex, OpenCode | 3 | 4,616 tok |
| mubaidr/vite-vue3-browser-extension-v3 Another vite powered web extension (chrome, firefox, etc.) starter template. | 790 | Codex, GitHub Copilot, OpenCode | 2 | 1,343 tok |
| urre/wordpress-nginx-docker-compose Run WordPress with nginx using Docker Compose. | 789 | Claude Code | 1 | 1,313 tok |
| dadbodgeoff/drift Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across | 789 | Codex, OpenCode | 1 | 30 tok |
| asmyshlyaev177/react-horizontal-scrolling-menu react-horizontal-scrolling-menu.dev Horizontal scrolling menu component for React with per-item visibility tracking. Supports | 788 | Codex, OpenCode | 1 | 4,256 tok |
| EC-CUBE/ec-cube ec-cube.net EC-CUBE is the most popular e-commerce solution in Japan | 788 | Claude Code, Codex, Gemini CLI, OpenCode | 23 | 10,653 tok |
| Scottcjn/Rustchain rustchain.org Sybil-resistant AI agent network with hardware-attested identity. Proof-of-Antiquity block | 788 | Claude Code | 1 | — |
| hanliang97/MatrixMedia hanliang97.github.io A video matrix tool built with Vue, Electron, and Puppeteer for batch publishing videos to | 788 | Claude Code, Codex, Cursor, OpenCode | 4 | 2,313 tok |
| m3sserstudi0s/swiparr swiparr.com Swipe on what to watch next. | 787 | Codex, OpenCode | 1 | 1,631 tok |
| Purewhiter/mobilegym mobilegym.dev [EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GU | 786 | Claude Code, Codex, OpenCode | 5 | 6,882 tok |