How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
zuiho-kai/bot_civ zuiho-kai.github.io OpenClaw community — multi-agent chat groups + browser game community, helping AI instance 44 Claude Code 1 3,765 tok
BloomBooks/BloomDesktop bloomlibrary.org Let's Grow a Library 44 Claude Code, Codex, GitHub Copilot, OpenCode 24 4,379 tok
leandronsp/dotfiles My dotfiles 44 Claude Code 1 3,900 tok
engseclabs/trailtool Simplified CloudTrail analysis for AI agents 44 Claude Code 1 541 tok
soo-jeongkim/co-pymol PyMOL plugin - drive PyMOL from Claude Code, Cursor, or any MCP client. 44 Codex, OpenCode 1 3,921 tok
zjinhu/Brick_SwiftUI Quickly build SwiftUI apps with a SwiftUI standard library extension, high-version API com 44 Codex, OpenCode 1 5,789 tok
basvanwesting/genetic-algorithm A genetic algorithm implementation for Rust 44 Claude Code, Codex, OpenCode 2 10,174 tok
cameroncooke/skills My own personal collection of skills 44 Codex, OpenCode 1 202 tok
sathvikc/lume-js sathvikc.github.io Minimal reactive state management using only standard JavaScript and HTML - no custom synt 44 Claude Code, Codex, OpenCode 2 3,699 tok
patroza/HyprSpace Hyprland for MacOS - heavily modified Aerospace 44 Claude Code 1 1,712 tok
idoru/influxdb-mcp-server An MCP Server for querying InfluxDB 44 Claude Code, Codex, OpenCode 2 1,131 tok
byreal-git/byreal-agent-skills byreal.io byreal-cli for AI agent 44 Claude Code 1 387 tok
aviatesk/obsidian-sonar Deep knowledge retrieval for Obsidian, completely offline. 44 Claude Code, Codex, OpenCode 3 2,922 tok
sakuradairong/omp-config Oh My Pi (OMP) configuration collection — reusable agent configurations, model overrides, 44 Claude Code 1 2,890 tok
isene/fe2o3 Fe2O3 — a suite of fast terminal tools in Rust. Landing page: https://isene.github.io/fe2o 44 Claude Code 1 3,048 tok
davidbudnick/redis-tui Lightweight Redis TUI Manager 44 Claude Code 1 1,773 tok
yakushstanislav/UltraViolet 44 Claude Code 1 1,550 tok
tacoda/keystone tacoda.dev The Agent Charter Framework 44 Claude Code, Codex, OpenCode 38 1,176 tok
briandconnelly/mcp-server-ipinfo IP Geolocation Server for MCP using ipinfo.io 44 Claude Code, Codex, OpenCode 2 748 tok
pasie15/meshy-ai-mcp-server meshy.ai This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It pr 44 Claude Code 1 590 tok
mideind/Netskrafl netskrafl.is Icelandic crossword game website 44 Claude Code 2 3,578 tok
LiorCohen/sdd Spec-driven development (SDD) plugin for Claude Code — a collection of specialized AI agen 44 Claude Code 4 1,242 tok
cafe3310/agent-skill-memories-off Remember these things and help me get off work earlier 44 Codex, OpenCode 1 533 tok
sequenzia/agent-alchemy sequenzia.github.io Agent Alchemy is a curated collection of plugins, apps, and extensions designed to elevate 44 Claude Code 2 4,774 tok
ThinkOffApp/ide-agent-kit thinkoff.io Let IDE AIs participate in team workflows. Webhook relay, tmux runner, append-only receipt 44 Claude Code 1
Agents365-ai/pi-plugin-cc Drive the Pi coding agent from Claude Code or Codex: multi-model review panels, model raci 44 Claude Code, Codex, OpenCode 1 533 tok
DeliciousBuding/xiaohongshu-skill deliciousbuding.github.io Xiaohongshu & RedNote skill for AI agents — search, read notes, publish, and run approval- 44 Codex, OpenCode 1 466 tok
totocaster/arrowhead ttvl.co Fast Obsidian-aware search and discovery that makes AI agents or OpenClaw your true knowle 44 Codex, OpenCode 1 755 tok
DevLab-Technologies/agent-isle A Dynamic Island for your coding agents — a native macOS notch monitor for Claude Code, Gr 44 Claude Code 1 1,607 tok
prokube/pk-opencode-webui Prefix-aware Web UI for OpenCode 44 Codex, OpenCode 1 4,153 tok
Praeviso/crawl4weibo An out-of-the-box Weibo scraper Python library, based on a successfully tested solution, u 44 Claude Code, Codex, OpenCode 2 2,382 tok
sinanata/unity-3d-to-sprite-baker sinanata.github.io Drop-in runtime sprite-atlas baker for Unity 6 / URP. Bake any 3D animated character into 44 Codex, GitHub Copilot, OpenCode 2 3,188 tok
mfkyddh/ZZZ-Simple-AI A plain-language guide to AI and Agents, from ChatGPT to intelligent agents, understandabl 44 Codex, OpenCode 1 4,267 tok
aliou/pi-synthetic Pi provider for Synthetic - open-source models via OpenAI-compatible API 44 Claude Code, Codex, OpenCode 2 2,049 tok
eighteendreamer/Ai_Test_Agent eapi.site Yuce Tianjian · AI testing platform: Web version (LLM + browser automation testing, discon 44 Claude Code 1
felipeerias/clangd-mcp-server Experimental implementation of a MCP for Claude Code that lets it connect to a language se 44 Claude Code 1 669 tok
yf0522/ai-companion-runtime Eldercare runtime: risk-gated companion with reminders, anti-fraud, family escalation, and 44 Claude Code 1 1,897 tok
dwqdaiwenqi/claude-code-web Claude Web service providing a Web UI and REST API. 44 Claude Code 1 1,087 tok
ailake-io/ai-lakehouse AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, a 44 Claude Code 1 33,745 tok
Community-Access/quill Screen-reader-first writing, review, and document-intelligence environment for Windows wit 44 Claude Code, GitHub Copilot 3 12,301 tok
minusxai/minusx minusx.ai MinusX is an Agentic Business Intelligence platform. It's Claude Code for data. 44 Claude Code 3 7,283 tok
kridaydave/File-Organizer-MCP This MCP server will organize your files using connections to MCP using clients like Claud 44 Codex, OpenCode 1 3,200 tok
WUBING2023/ReproRun 🔬 A skill that automatically reproduces the numerical claims of academic papers — read p 44 Codex, OpenCode 1 974 tok
chatwork/chatwork-mcp-server MCP (Model Context Protocol) server for operating Chatwork through AI 44 Claude Code 1 670 tok
JBurlison/WoWAddonAPIAgents Entire suite of VS Code Copilot agents, skills, instructions and prompts for creating mode 44 GitHub Copilot 1 4,669 tok
logly/mureo mureo.io Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini. 44 Claude Code, Codex, OpenCode 3 10,199 tok
weather-mcp/weather-mcp npmjs.com Free, open-source MCP server giving AI assistants 17 weather tools — a one-call weather su 44 Claude Code, GitHub Copilot 2 11,031 tok
cobusgreyling/llm-wiki A compounding knowledge base maintained by LLM agents — inspired by Karpathy's LLM Wiki pa 44 Codex, OpenCode 1 1,811 tok
fullbleed-engine/fullbleed-official Fullbleed PDF Engine - deterministic Python/Rust document generation for reports, invoices 44 Codex, OpenCode 1 380 tok
cloud-ru-tech/mcp-server-mattermost mcp-server-mattermost.readthedocs.io MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels 44 Claude Code, Codex, OpenCode 2 2,480 tok