How real projects configure their agents

24,785 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
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
OutSystems/outsystems-mcp Plugins for the OutSystems remote MCP. 44 Claude Code, Codex, OpenCode 1 8,346 tok
madebypan/FigCC Figma design agent powered by the local Codex CLI and App Server bridge 44 Claude Code, Codex, OpenCode 2 1,939 tok
striderZA/Tiny-RF-Simulator Modular RF signal chain simulator with real-time spectrum display. Design cascades of ampl 44 Claude Code, Codex, OpenCode 2 3,442 tok
goccy/sheena A lightweight, in-process sandbox for safely executing the tool calls an AI agent requests 44 Claude Code, Codex, OpenCode 2 2,052 tok
AgentsORG/design-engineering skills.sh Design engineering for AI agents: a skill graph, 13 agents that loop (with a cross-model d 44 Claude Code, Codex, OpenCode 1 7,816 tok
zoeynine/Local-Codex-Bridge A lightweight Windows bridge that lets ChatGPT invoke native Codex sessions on the local m 44 Codex, OpenCode 1 3,588 tok
Threadlines/threadlines threadlines.dev Open-source ADE for Claude Code, Codex, OpenCode, Cursor and more. Put several coding agen 44 Claude Code, Codex, OpenCode 2 4,602 tok
bbc/bug bbc.github.io Started life at BBC News - BUG enables control and monitoring of broadcast kit from a sing 44 Codex, OpenCode 1 1,284 tok
blpsoares/agentistics agentistics.openvibes.tech 44 Claude Code, Codex, OpenCode 8 1,346 tok
litestar-org/litestar-fullstack-inertia inertia.fullstack.litestar.dev A fully-functional reference application using Litestar, Inertia JS, and Advanced Alchemy 44 Claude Code, Codex, Gemini CLI, OpenCode 15 1,919 tok
nzh63/syc nzh63.github.io Optimizing compiler for SysY (C subset) 44 Codex, OpenCode 1 2,191 tok
jonigata/FramePlanner2 44 Claude Code, Codex, OpenCode 5 2,265 tok
tensorbee/rdocx 44 Claude Code, Codex, OpenCode 51 4,266 tok
kprompt/kprompt kprompt.ai The AI Runtime for Kubernetes 44 Codex, Cursor, OpenCode 4 1,163 tok
A3RDLab/LLM-dev-demo Hands-on examples for LLM application development, including agents, RAG, MCP, structured 43 Codex, OpenCode 1 1,682 tok
BloomBooks/BloomDesktop bloomlibrary.org Let's Grow a Library 43 Claude Code, Codex, OpenCode 20 2,503 tok
Heratiki/locallama-mcp An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intel 43 Claude Code, Codex, GitHub Copilot, OpenCode 11 10,952 tok
DeliciousBuding/xiaohongshu-skill deliciousbuding.github.io Xiaohongshu & RedNote skill for AI agents — search, read notes, publish, and run approval- 43 Codex, OpenCode 1 466 tok
atomchung/ccstory pypi.org Claude Code usage recap with narrative. ccusage tells you the bill, ccstory tells the stor 43 Claude Code, Codex, OpenCode 2 981 tok
snoozbuster/is-smm-beaten-yet Webapp for the SMM1 Team 0% project 43 Codex, OpenCode 1 289 tok
Praeviso/crawl4weibo An out-of-the-box Weibo scraper Python library, based on a successfully tested solution, u 43 Claude Code, Codex, OpenCode 2 2,382 tok
dvcol/neo-svelte dvcol.github.io Neomorphic ui library for svelte 5 43 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,143 tok
remorses/gitchamber gitchamber.com Download GitHub repos locally. opensrc alternative that does not edit your AGENTS.md 43 Codex, OpenCode 1 93 tok
kathrynwu/GTMbrain Help you with GTM, based on lessons from myself and other yc founders 43 Claude Code, Codex, OpenCode 22 3,293 tok
bintaozhan-hub/personalized-interactive-learning 43 Claude Code, Codex, OpenCode 2 3,736 tok