44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960
All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| codefuturist/email-mcp Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize | 149 | Claude Code | 1 | 954 tok |
| Houseofmvps/claude-rank npmjs.com Claude Code plugin that tells you why your site won't get cited by AI — and fixes the disc | 149 | Claude Code | 1 | 754 tok |
| wlsdks/ontology-atlas ontologyatlas.com Understand what your codebase builds, why it is structured that way, and what a change cou | 149 | Claude Code, Codex, OpenCode | 25 | 2,390 tok |
| tigrisdata/objgit Git backed by object storage | 149 | Claude Code, Codex, OpenCode | 2 | 2,049 tok |
| baruchiro/paperless-mcp An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. Th | 149 | Claude Code, Codex, OpenCode | 2 | 5,551 tok |
| morluto/leantoken Code intelligence for agents: find the code that matters and keep your context window and | 149 | Codex, OpenCode | 2 | 529 tok |
| HsienW/chat-gun-react-agent 🤖 Full-stack AI agent app built with React, TypeScript and LangGraph JS. Streaming, multi | 148 | Claude Code, Codex, OpenCode | 40 | 7,994 tok |
| CortexPrism/cortex cortexprism.io CortexPrism — open-source AI agent operating system | 148 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 14,058 tok |
| cmyyx/endfield-essence-planner end.canmoe.com Please follow the new project https://github.com/cmyyx/cep Arknights: Endfield planner, wh | 148 | Codex, OpenCode | 1 | 3,123 tok |
| CodeGuide-dev/codeguide-starter-fullstack codeguide.dev Boilerplate built for AI coding agents, tools, CLI | 148 | Claude Code | 1 | 621 tok |
| agentfront/frontmcp frontmcp.dev The TypeScript framework for MCP servers Build MCP tools that share services, validate inp | 148 | Claude Code, Codex, OpenCode | 2 | 7,207 tok |
| zhnd/lumo Local-first dashboard for observing Claude Code usage, cost, sessions, and time. | 148 | Claude Code | 1 | 3,048 tok |
| dbreunig/plumb dbreunig.com A tool for keeping things true. | 148 | Claude Code | 2 | 300 tok |
| leisurehuang/Leplayer A polished media player for Apple TV that brings IPTV live TV, cloud drives, and WebDAV/FT | 148 | Claude Code, Codex, OpenCode | 2 | 4,171 tok |
| kevmoo/dash_skills Agent Skills for Dart and Flutter ecosytem | 148 | Gemini CLI | 1 | 565 tok |
| disler/pi-agent-observability | 148 | Claude Code | 6 | — |
| ntorga/agent-starter-kit The scaffold for your multi-model, personalized Natural Language AI Harness (NLAH) . | 148 | Codex, OpenCode | 1 | 2,587 tok |
| yokingma/one-search-mcp 🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser, SearXNG, | 148 | Codex, OpenCode | 1 | 583 tok |
| stefanprodan/cctop Live top-style monitor for Claude Code sessions | 148 | Codex, OpenCode | 1 | 5,075 tok |
| nansen-ai/nansen-cli | 148 | Claude Code, Codex, OpenCode | 2 | 3,300 tok |
| forsonny/Claude-Code-Novel-Writer Use Claude Code CLI to write full novels | 148 | Claude Code, Codex, OpenCode | 19 | 1,770 tok |
| NarratorAI-Studio/narrator-ai-cli AI Commentary Master — CLI client for calling video commentary generation APIs from the te | 148 | Codex, OpenCode | 1 | 8,023 tok |
| liyupi/yu-ai-learn codefather.cn A 2026 new project for hands-on AI programming, based on Taro, React, FastAPI, and DeepSee | 148 | Claude Code, Codex | 4 | — |
| zhaohui-yang/official-document-drafting A Codex skill for drafting, standardizing, and exporting Chinese official documents and fo | 148 | Claude Code, Codex, OpenCode | 3 | 3,086 tok |
| cuihuan/awesome-ai-gateway cuihuan.github.io ⚡ Awesome AI Gateway — pick an AI gateway from 240+ (LiteLLM, OpenRouter, Portkey, Kong, H | 148 | Claude Code | 1 | 988 tok |
| garfiec/Librechat-Mobile The full LibreChat experience, rebuilt natively for Android and iOS, and it works with whi | 148 | Claude Code | 9 | 1,789 tok |
| mjasnikovs/pi-task Deterministic spec-orchestration for local LLMs in the pi coding agent — drives prompts th | 148 | Claude Code | 1 | 391 tok |
| ldbumble/taskuary taskuary.com Your AI work partner. Mail, chats and tickets become one list in the right order; your age | 148 | Claude Code | 2 | 668 tok |
| code-a2z/code-a2z code-a2z.vercel.app A collaborative platform for developers & learners to explore, build, and contribute to We | 148 | GitHub Copilot | 1 | 2,924 tok |
| Curiosity-Ai-BV/localOCR Using Gemma-4 Vision, Gemma-3 Vision, Llama 3.2 and more | 148 | Codex, Gemini CLI, OpenCode | 2 | 1,333 tok |
| allthingsida/ida-cmake Simple CMake files for the IDASDK | 147 | Claude Code | 1 | — |
| osama-raddad/FireCrasher osama-raddad.github.io FireCrasher is a Uncaught Exceptions recovery library for android | 147 | Claude Code, Codex, OpenCode | 6 | 1,875 tok |
| AnkitClassicVision/Claude-Code-Deep-Research claude-code-deep-research.vercel.app I created a claude code deep researcher that seems to work better than the current deep re | 147 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,879 tok |
| maxvaega/skillkit Implementing Skills functionality for your agents | 147 | Claude Code | 1 | 4,749 tok |
| ojowwalker77/BonsAI bonsaidev.sh A bucket for your thoughts (local boards,BYO subs for llm features) | 147 | Claude Code, Codex, OpenCode | 3 | 1,220 tok |
| Eric-Song-Nop/mobvibe app.mobvibe.net Just a open Claude Code Remote Control | 147 | Claude Code, Codex, OpenCode | 2 | 1,754 tok |
| NirDiamant/NirDiamant README repo | 147 | Codex, OpenCode | 1 | 291 tok |
| orailnoor/orailnoor-CloudBot-Termux | 147 | Codex, OpenCode | 1 | 643 tok |
| Haaareally/Before-You-Ask-Codex-to-Code | 147 | Codex, OpenCode | 1 | 717 tok |
| softnanolab/bagel Protein Engineering via Exploration of an Energy Landscape | 147 | Claude Code | 2 | — |
| xiaoleiy/podpull podpull.vercel.app Download any podcast episode straight to your shell — Apple Podcasts, RSS, or xiaoyuzhou. | 147 | Claude Code, Codex, OpenCode | 2 | 2,580 tok |
| ariel-frischer/autospec ariel-frischer.github.io CLI for streamlined spec-driven development | 147 | Claude Code, Codex, OpenCode | 11 | 6,325 tok |
| joa23/linear-cli A token-efficient CLI for Linear | 147 | Claude Code, Codex, OpenCode | 8 | 3,177 tok |
| Archeb/peer.as peer.as PEER.AS — explore global BGP routing, IP prefixes, ASNs, AS_PATH, origins and peering. | 147 | Codex, OpenCode | 1 | 7,396 tok |
| GenOrca/unreal-mcp Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python and C++ for | 147 | Claude Code | 1 | 2,258 tok |
| tiylabs/tiygate TiyGate is a lightweight gateway for highly available LLM services. | 147 | Codex, OpenCode | 1 | 1,187 tok |
| prasenjeet-symon/ogcode ogcode.in An open-source, local-first AI teammate and agent operating environment for turning intent | 147 | Claude Code, Codex, Cursor | 61 | 159 tok |
| elleryfamilia/terminal-mcp A terminal emulator exposed via MCP for AI assistants | 147 | Claude Code | 1 | 1,109 tok |
| ProfessionalWiki/MediaWiki-MCP-Server professional.wiki Model Context Protocol (MCP) Server to connect your AI with any MediaWiki | 147 | Claude Code, Codex, OpenCode | 2 | 2,475 tok |
| OpenDrone-hw/OpenFC-Lite-Mini opendrone.be Open-source Betaflight flight controller. RP2354A, 20x20 mm, 6-layer, 3-6S, CERN-OHL-S-2.0 | 147 | Codex, OpenCode | 1 | 3,876 tok |