43,579 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| awslabs/Log-Analyzer-with-MCP A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch | 169 | Claude Code, Codex, OpenCode | 2 | 3,462 tok |
| RapidFireAI/rapidfireai rapidfire.ai RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning | 169 | Claude Code, Codex, OpenCode | 2 | 94 tok |
| ascend-ai-coding/awesome-ascend-skills A comprehensive knowledge base for Huawei Ascend NPU development, structured as distribute | 169 | Codex, OpenCode | 1 | 3,168 tok |
| VectorRobotics/vector-os-nano Vector OS is an agent orchestration system built around models: it plans tasks, routes com | 169 | Claude Code | 1 | 2,086 tok |
| agno-agi/investment-team agno.com Multi-agent investment team powered by Agno and Gemini — 7 AI analysts collaborate across | 169 | Claude Code | 1 | 2,054 tok |
| modimihir07/agentic-os modimihir07.github.io Agentic OS: Multi-agent orchestration platform for opencode, Hermes & Gemini CLI. Skills h | 169 | Codex, OpenCode | 1 | 5,932 tok |
| kanban-rs/kanban kanban.rs Terminal based project management solution | 169 | Claude Code | 1 | 4,406 tok |
| aliyun/alibabacloud-devops-mcp-server devops.aliyun.com Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao pl | 169 | Claude Code | 3 | 1,830 tok |
| ouijit/ouijit ouijit.com Git worktree-based task manager with integrated terminals for CLI coding agents | 169 | Claude Code, Codex, OpenCode | 2 | 1,236 tok |
| MotleyAI/slayer motley.ai An embeddable, expressive semantic layer for AI agents and humans — by Motley | 169 | Claude Code | 1 | 1,045 tok |
| leeguooooo/chrome-use chrome-use.leeguoo.com Browser automation CLI for AI agents | 169 | Codex, OpenCode | 1 | 4,133 tok |
| wbern/agent-instructions Claude Instructions Repository | 168 | Claude Code | 34 | 1,813 tok |
| Azure-Samples/eShopLite aka.ms eShopLite is a set of reference .NET applications implementing an eCommerce site with feat | 168 | Codex, GitHub Copilot, OpenCode | 2 | 4,660 tok |
| BayramAnnakov/retain Retain is a native macOS application that aggregates AI conversations from multiple platfo | 168 | Claude Code, Codex | 1 | 3,435 tok |
| Zettelgarden/Zettelgarden zettelgarden.com Intelligent zettelkasten where AI agents help you capture, process, and recall knowledge s | 168 | Claude Code, Codex, OpenCode | 10 | 3,519 tok |
| wednesday-solutions/ai-agent-skills npmjs.com Pre-configured agent skills for Vibe Coded projects. These skills provide AI coding assist | 168 | Claude Code | 3 | 1,285 tok |
| onism1767-creator/potato Free Easy AI visibility check - measure how often a brand is mentioned & cited in Claude's | 168 | Claude Code | 1 | 4,664 tok |
| GrayboxTech/weightslab graybx.com Monitoring platform for ML teams building real‑world AI at scale. | 168 | Claude Code, Codex, OpenCode | 1 | 4,324 tok |
| cheeseburgertony/evoke evoke-mocha.vercel.app AI-powered web app generator — turn natural language ideas into full code with live previe | 168 | Claude Code, Codex, OpenCode | 2 | 1,875 tok |
| saadnvd1/agent-os saadnaveed.com Mobile-first web UI for managing AI coding sessions (Claude Code, Codex, Aider, Gemini CLI | 168 | Claude Code | 3 | — |
| tubecreate/tubecli tubecreate.com ⚡ TubeCLI — The Ultimate Open Source AI Agents Ecosystem | Agents Browser · Agents Workflo | 168 | Codex, OpenCode | 1 | 169 tok |
| ilanbenb/wa_llm llm.org.il A WhatsApp bot that can participate in group conversations, powered by AI. The bot monitor | 168 | Codex, OpenCode | 1 | 628 tok |
| gradusnikov/eclipse-chatgpt-plugin Eclipse IDE as an MCP Server for AI Agents | 168 | Claude Code | 6 | 1,403 tok |
| omarshahine/HomeClaw omarknows.app HomeKit smart home control via MCP — lights, locks, thermostats, and scenes for Claude Des | 168 | Claude Code, Codex, GitHub Copilot, OpenCode | 23 | 10,122 tok |
| nteract/nteract We're back! Now firing notebooks out of a t-shirt gun. | 168 | Claude Code, Codex, OpenCode | 14 | 1,340 tok |
| jrcruciani/obsidian-memory-for-ai A guide to building persistent AI memory using Obsidian, so your AI assistant knows you wi | 168 | GitHub Copilot | 1 | 837 tok |
| Supreme-Ultimate/novel-to-script-team A complete multi-Agent, multi-Skill novel-to-film adaptation pipeline system. | 168 | Claude Code, Codex, OpenCode | 2 | 4,045 tok |
| IlhamriSKY/TEDI tedi.ilhamriski.com Terminal Director. One lightweight app, eight features, your whole dev workflow in a singl | 168 | Claude Code | 1 | 3 tok |
| LJTian/maker-flow maker-flow.ljtian.com 🛠️ Personal MVP Builder's Pipeline Infrastructure First. Business Logic Second. Elimina | 168 | Codex, OpenCode | 1 | 1,215 tok |
| aerovato/magic-compact Lossless context compression plugin for Claude Code & OpenCode. | 168 | Codex, OpenCode | 1 | 165 tok |
| RandyChen1985/nanzi-ai-agent-platform 🚀 Open-source enterprise-grade multi-agent platform and ChatBI data insights platform. Su | 168 | Claude Code, Codex, Gemini CLI, OpenCode | 32 | 831 tok |
| AlexeyLCP/lucx-ui t.me Xray panel fork of 3x-ui: native AmneziaWG (up to 3.1), tunnel sidecars (NaiveProxy, olcRT | 168 | Claude Code, Codex, OpenCode | 2 | 3,183 tok |
| PerryLink/dsh-auto-review npmjs.com Second-model AI auto-review for DeepSeek Harness approval requests: a read-only reviewer s | 168 | Codex, OpenCode | 1 | 2,586 tok |
| coyvalyss1/model-matchmaker Local hook for Cursor and Claude Code that routes prompts to the right model tier. Stop pa | 168 | Cursor | 1 | 1,515 tok |
| YeeKal/leaked-system-prompts leaked-system-prompts.com Collection of leaked system prompts for ChatGPT, Claude, Grok, Gemini,Deepseek, Manus, ve | 168 | Claude Code | 1 | 1,579 tok |
| brekkylab/backlot pypi.org A local emulator for enterprise SaaS APIs — Slack, Gmail, Google Drive, GitHub, Jira, Noti | 168 | Claude Code, Codex, OpenCode | 2 | 765 tok |
| Duragraph/duragraph duragraph.ai Self-hosted, enterprise-ready AI workflow orchestration with event sourcing, CQRS, fault t | 167 | GitHub Copilot | 2 | 2,488 tok |
| remorses/spiceflow getspiceflow.com Simple API & React framework, fully type safe, OpenAPI, RSC, MCP, type safe client, stream | 167 | Codex, OpenCode | 1 | 7,300 tok |
| SukramJ/aiohomematic sukramj.github.io Python 3 Interface to interact with HomeMatic devices | 167 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 9,122 tok |
| webgptorg/promptbook ptbk.io Turn your company's scattered knowledge into AI ready Books ✨ | 167 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,789 tok |
| OracleNep/Nday-Exploit-Plan A collection of detailed information and exploitation methods for historical vulnerabiliti | 167 | Codex, OpenCode | 1 | 585 tok |
| EXboys/skilllite A lightweight secure Self-evolution engine built in Rust, featuring a built-in native syst | 167 | Claude Code, Codex, OpenCode | 17 | 1,314 tok |
| wedow/harness Minimal agent loop in bash. Pure state follower core with plugin-based tools, hooks, provi | 167 | Codex, OpenCode | 1 | 2,266 tok |
| StoneSteel27/AutomatiQ Simplify Web Reverse-engineering for AI Agents | 167 | Codex, OpenCode | 1 | 1,302 tok |
| bitwize-ai/Logue bitwize.ai A local-first workspace for documents, tasks and meetings on macOS — nested spaces, typed | 167 | Claude Code | 1 | 7,535 tok |
| SidhuK/Glyph glyphformac.com 📝 Glyph is a private desktop workspace for notes, documents, and ideas, with Markdown edi | 167 | Codex, OpenCode | 1 | 1,475 tok |
| suryast/indonesia-gov-apis datarakyat.id 🇮🇩 50+ Indonesian Government APIs & Data Sources — BPS, OJK, BPJPH, BPOM, Bank Indonesia | 167 | Codex, OpenCode | 1 | 284 tok |
| qcri/codebadger dl.acm.org 🦡 codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents | 167 | Codex, OpenCode | 1 | 537 tok |
| pachterlab/paperpush | 167 | Claude Code, Codex, OpenCode | 3 | 2,527 tok |
| daiki-beppu/youtube-automation YouTube channel automation shared core | 167 | Claude Code, Codex, OpenCode | 30 | 3,074 tok |