How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
huangwb8/m2w pypi.org Automatically upload and update local markdown to WordPress via Python 44 Claude Code, Codex, OpenCode 2 3,340 tok
ArtBlocks/artbot discord.gg The Discord bot for ArtBlocks. 44 Claude Code, Codex, OpenCode 2 2,707 tok
soo-jeongkim/co-pymol 500.kim PyMOL plugin - drive PyMOL from Claude Code, Codex, Cursor, or any MCP client. 44 Codex, OpenCode 1 3,921 tok
basvanwesting/genetic-algorithm A genetic algorithm implementation for Rust 44 Claude Code, Codex, OpenCode 3 10,239 tok
tacoda/keystone tacoda.dev The Agent Charter Framework 44 Claude Code, Codex, GitHub Copilot, OpenCode 37 3,606 tok
hyxnj666-creator/ai-memory npmjs.com Extract structured knowledge from Cursor & Claude Code conversations into git-trackable Ma 44 Codex, OpenCode 1 4,126 tok
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
nczz/kiro-discord-bot nczz.github.io Discord control plane for project-bound ACP agents (Kiro CLI/OMP) with MCP policy, cron/au 44 Codex, Kiro, OpenCode 6 24,913 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
arespawn/WhatsAppToDiscord arespawn.com WhatsAppToDiscord is a Discord bot that uses WhatsApp Web as a bridge between Discord and 44 Codex, OpenCode 1 731 tok
ErkanBarin/playwright-agent-mcp-starter Boiler Plate for Playwright Automation with Ai Skills and Agents 44 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,249 tok
CybotAS/CookiebotWP wordpress.org This repository contains Addons that will make other plugins work with Cookiebot. 44 Claude Code, Codex, OpenCode 2 7,362 tok
Yulin-Bi/CodeAuto CodeAuto is an intelligent programming assistant developed using Java, drawing inspiration 44 Claude Code, Codex, OpenCode 2 102 tok
evandersondev/darto darto-docs.vercel.app 🐶 Minimal, fast and type-safe web framework for Dart — inspired by Express and Hono. 44 Codex, OpenCode 1 1,905 tok
BlockedPath/pi-xai-oauth xAI (Grok) provider with OAuth support for pi 44 Codex, OpenCode 1 3,751 tok
jacksonjp0311-gif/Perci Fast, deterministic verifier and gate for AI agents: exact math, claim and citation checks 44 Codex, OpenCode 1 1,407 tok
mlxtra/mlxtra 44 Codex, OpenCode 1 1,913 tok
joshp123/xuezh 44 Codex, OpenCode 1 5,004 tok
vseplet/morph morph.deno.dev Embeddable fullstack library designed for creating Hypermedia-Driven Applications without 44 Codex, OpenCode 1 4,307 tok
kfastov/tgcli Telegram user console client and archiver 44 Codex, OpenCode 1 912 tok
yx0716/clawd-insights Your agents do the work — you keep the knowledge. A local-first dashboard (+ desktop pet) 44 Claude Code, Codex, OpenCode 2 5,860 tok
agentjido/jidoka jido.run Developer-friendly LLM agent harness built on Jido and Jido AI 44 Codex, OpenCode 1 215 tok
NomaDamas/jikji nomadamas.github.io Non-destructive local file maps and instant search indexes for AI agents 44 Claude Code, Codex, Cursor, OpenCode 3 1,587 tok
lazymac2x/agent-wiki A Knowledge-Assetization OS for AI agents — an industry-specialized LLM wiki + business-lo 44 Claude Code, Codex, OpenCode 5 3,303 tok
jamesrochabrun/XcodeTraceMCP 44 Claude Code, Codex, OpenCode 2 6,267 tok
josecoelho/obsidian-tasks-caldav Sync tasks via Caldav 44 Claude Code, Codex, OpenCode 7 4,902 tok
SkillsCat/skillscat skills.cat An open platform for discovering, sharing, and installing AI agent skills. 44 Claude Code, Codex, OpenCode 2 5,806 tok
paulomac1000/ha-mcp-readonly Homeassistant MCP server with readonly functions 44 Codex, OpenCode 1 4,471 tok
Array-Ventures/coworker railway.com Open-source AI agent with MCP UI, app builder, A2A protocol, skills marketplace, and multi 44 Claude Code, Codex, OpenCode 2 873 tok
MedAdemBHA/docflow Documentation memory for AI coding agents—route project knowledge, reduce repeated context 44 Codex, Cursor, Gemini CLI, OpenCode 3 358 tok
bitrix24/b24ui bitrix24.github.io Bitrix24 UI-Kit for REST API web-application development 44 Codex, OpenCode 1 3,000 tok
nirholas/universal-crypto-mcp mcp.giving Universal MCP server for AI agents to interact with any* blockchain via natural language a 44 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 802 tok
FTShare-Lab/agent-claim-network ftshare-lab.github.io A general-purpose AI assistant for the terminal that enables Agents to share searchable, t 44 Claude Code, Codex, OpenCode 8 1,824 tok
marcfargas/odoo-toolbox marcfargas.com TypeScript SDK for Odoo; CLI; Skill modules and MCP server for AI agents. CI-tested agains 44 Claude Code, Codex, OpenCode 2 2,052 tok
askdba/mysql-mcp-server MySQL Server implementation for Model Context Protocol (MCP) written in Go. 44 Codex, GitHub Copilot, OpenCode 2 550 tok
Kewton/CommandMate kewton.github.io No long blocks of time? Run an AI team from your phone. Open-source, local: Git worktree s 44 Claude Code, Codex, OpenCode 45 5,128 tok
pssah4/digital-innovation-agents pssah4.github.io Digital Innovation Agents is an AI-augmented workflow that connects business analysis and 44 Codex, Gemini CLI, OpenCode 2 120 tok
iPythoning/b2b-sdr-hermes-skill Autonomous AI SDR skill for Hermes Agent — finds buyers, qualifies leads, sends outreach, 44 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,096 tok
bparlan/omp-agent OhMyPi (OMP) Agent Framework Spec-Driven Development infrastructure for Oh My Pi. Skills t 44 Codex, OpenCode 1 1,551 tok
TrueCrimeDev/ahk-mcp AutoHotkey v2 MCP Server with prompts, code completion, and diagnostics 44 Claude Code, Codex, OpenCode 11 1,721 tok
Abhigyan-Shekhar/Waggle-mcp pypi.org MCP server for external memory layer for AI agents + more . Download from pypi , and get s 44 Codex, OpenCode 1 242 tok
noontide-co/mainbranch mainbranch.run Files-first operating system for internet businesses: research, decisions, bets, pushes, a 44 Claude Code, Codex, OpenCode 19 5,216 tok
smartwhale8/claude-playbook Production-ready .claude/ scaffolding for enforcing professional software engineering stan 44 Claude Code, Codex, OpenCode 5 425 tok
LunarWerxs/AgentHydra agenthydra.lunarwerx.com Every local AI coding session in one tab: Claude Code, Codex and OpenCode in a single list 44 Claude Code, Codex, OpenCode 5 2,564 tok
ForLegalAI/mcp-ms-office-documents MCP server providing tools to create Ms Office documents like presentations, emails, sprea 44 Claude Code, Codex, OpenCode 2 3,574 tok
itallstartedwithaidea/agent-skills googleadsagent.ai The definitive open-source agent skills library for AI-powered Google Ads management. 73+ 44 Claude Code, Codex, OpenCode 2 572 tok
Wolfe-Jam/faf-cli faf.one The context every AI coding agent reads — authors AGENTS.md, CLAUDE.md, GEMINI.md & .curso 44 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,149 tok
PsychQuant/che-ical-mcp macOS Calendar & Reminders MCP server (29 tools) — native Swift EventKit for Claude Deskto 44 Claude Code, Codex, OpenCode 11 4,633 tok
symfony/ai-mate symfony.com AI development assistant CLI for Symfony projects 44 Codex, OpenCode 1 2,008 tok
Holden323/ldm-skill Li Damo's AI Skills collection: Turn AI-written Chinese into natural language · Switch Age 44 Codex, OpenCode 1 716 tok