How real projects configure their agents

32,137 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
Sunwood-ai-labs/SourceSage sunwood-ai-labs.github.io Repository analysis CLI that turns source trees into AI-friendly Markdown documentation. 72 Claude Code, Codex, OpenCode 2 1,850 tok
edutrul/drupal-ai eduardotelaya.com Drupal AI skills, agents, rules, hooks, commands for claude, codex, etc. 71 Claude Code 2
ukanhaupa/projx npmjs.com Projx — A CLI tool for scaffolding production-grade projects. Pick your stack (FastAPI, Fa 71 Claude Code 1 5,868 tok
halilural/electron-mcp-server npmjs.com MCP server that lets AI assistants automate, debug and screenshot any Electron app over th 71 Claude Code 1 330 tok
SquareWaveSystems/squarebox A curated set of modern CLI/TUI tools and AI coding assistants in a container. Batteries i 71 Claude Code 1 1,772 tok
apache/camel-kamelets camel.apache.org Apache Camel Kamelets Repository 71 Claude Code, Codex, OpenCode 2 3,701 tok
cappyeo/discord-mcp cappyeo.github.io Caller-owned Discord operations for AI agents - 208 typed tools, safety controls, resumabl 71 Claude Code, Codex, OpenCode 2 525 tok
yokingma/time-mcp ⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities 71 Claude Code 1 867 tok
tubecreate/zhiying tubecreate.com ⚡ ZhiYing — Ultimate open-source AI Agents ecosystem collaboration system | Agents Browser 71 Claude Code, Codex 1
fei0810/bear-research-skills Some of my ideas and methods from academic research work, distilled into Agent Skills and 71 Claude Code 1 793 tok
elastic/elastic-docs-skills elastic.github.io Instructions for code agents on how to author Elastic docs 71 Claude Code 3 875 tok
shanraisshan/codex-cli-hooks linkedin.com codex cli hooks - adding voice on each hook 71 Claude Code, Codex, OpenCode 2 1,462 tok
SebastianElvis/clawpier Desktop app for managing sandboxed OpenClaw and Hermes AI agent instances via Docker. Buil 71 Claude Code 1 2,120 tok
eduardo-sl/go-agent-skills Curated AI agent skills for Go projects. 71 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,595 tok
hanlulong/openecon-data openecon.ai Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eur 71 Claude Code, Codex, OpenCode 2 5,147 tok
SerendipityOneInc/ZooData-Skills zoodata.ai ZooData Skills - AI Agent skills for e-commerce data intelligence across Amazon, TikTok & 71 Claude Code, Codex, OpenCode 2 409 tok
ktol1/RedTeam-Agent RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Protocol. An AI 71 Claude Code, Codex, GitHub Copilot 3 215 tok
Cap-go/capgo-skills capgo.app Skills for AI coding agents working with Capacitor (formerly capacitor-skills) 71 Claude Code, Codex, OpenCode 2 2,140 tok
heggria/taskflow heggria.github.io Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Gro 71 Claude Code, Codex, OpenCode 1 7,110 tok
SenolIsci/mykg Knowledge graph extractor: Markdown (or any format) to knowledge graph with RDFS/OWL ontol 71 Claude Code 8
851-labs/tokenmaxxing tokenmaxxing.sh A local CLI, built on ccusage, that syncs your token usage with everyone else. 71 Claude Code, Codex, OpenCode 2 438 tok
anyproto/anytype-agents-skill Skill of using anytype via agent-runtime with installation instructions for various agents 71 Claude Code, Codex, OpenCode 2 2,305 tok
suxrobGM/jobpilot jobpilot.suxrobgm.net An AI agent that applies to jobs for you - searches boards, tailors your resume, fills app 71 Claude Code, Codex, OpenCode 3 943 tok
neoneye/agent-memory-atlas neoneye.github.io Comparison of memory systems for agents 71 Claude Code, Codex, OpenCode 7 1,887 tok
daintreehq/daintree daintree.org A delegation environment for orchestrating AI coding agents. Manage Claude, Gemini, and Co 71 Claude Code, Codex, Gemini CLI, OpenCode 10 3,595 tok
pinecone-io/pinecone-mcp Connect your Pinecone projects to Cursor, Claude, and other AI assistants 71 Claude Code, Cursor 10
karaage0703/mcp-rag-server zenn.dev 71 Claude Code 1 1,274 tok
xuzhougeng/ScientificFigureLibrary sfl.bio Local-first MCP App for your scientific figures. Import, review, and publish a global libr 71 Claude Code, Codex, OpenCode 1 918 tok
tonone-ai/tonone second.tonone.ai One session. Two commands. Full team. Zero meetings. 71 Claude Code, Codex, OpenCode 2 5,035 tok
willdady/platypus platypus.chat Self-hosted AI Agents for your whole team — on your infrastructure, your models, around th 71 Claude Code, Codex, OpenCode 4 1,432 tok
www-zaq-ai/zaq zaq.ai Connect your people, tools and data with your custom AI agents. ZAQ is an open source coll 71 Claude Code, Codex, OpenCode 54 4,061 tok
Affitor/open-affiliate openaffiliate.dev The open registry of affiliate programs. Built for developers and AI agents. 70 Claude Code, Codex, OpenCode 2 580 tok
LIDR-academy/lidr-specboot This repository contains a comprehensive set of development rules, standards, and AI agent 70 Claude Code, Codex, Gemini CLI, OpenCode 6 18 tok
0x0funky/TermHive Human-driven multi-agent dashboard for Claude Code, Codex, Gemini & OpenCode. Web UI, proj 70 Claude Code 1 2,058 tok
shepard-system/shepard-obs-stack Self-hosted observability for AI coding agents. Clone. Configure. See. 70 Claude Code 8 6,487 tok
PaulRBerg/agent-skills PRB's collection of agent skills 70 Claude Code, Codex, OpenCode 3 2,007 tok
bradleygolden/hexdocs-mcp hexdocs.pm Semantic search for Hex documentation, right in your editor ✨ 70 Claude Code 1 2,253 tok
sunnykgupta/AI-Helpers Bunch of helpers I have built for myself to ensure I do not have to repeat myself for the 70 Claude Code, OpenCode 5
raystack/compass compass-raystack.vercel.app Compass is a context engine that builds a knowledge graph of your organization's metadata, 70 Claude Code 1 620 tok
richtabor/agent-skills richtabor.com Agent skills I use every day. 70 Claude Code, Codex, GitHub Copilot, OpenCode 3 362 tok
faizkhairi/claude-code-blueprint A battle-tested, framework-agnostic reference architecture for Claude Code. Beginner-frien 70 Claude Code, Codex, OpenCode 2 4,144 tok
acegraphx/hermes-desktop-win Native Windows (WPF) port of Hermes Desktop — SSH-based workspace for Hermes Agent. Termin 70 Claude Code 1 3,737 tok
nuke-on-rails/nuke-on-rails The Rails audit skill for AI coding agents, ranked by blast radius. 🚂☢️ 70 Claude Code 1 1,675 tok
spranab/brainstorm-mcp npmjs.com A single model's confident answer can still be wrong, so brainstorm-mcp runs multi-round d 70 Claude Code 1
seaworld008/Commonly-used-high-value-skills High-value AI skills repository for Codex, Claude Code, OpenClaw, agents, prompts, and aut 70 Claude Code, Codex, OpenCode 2 1,244 tok
linw1995/nvim-mcp A Model Context Protocol (MCP) server that provides seamless integration with Neovim insta 70 Claude Code 1 787 tok
muthuishere/hand-drawn-diagrams examples.deemwar.com Hand-drawn diagram skill for Claude Code and Codex. Generates monochrome architecture, wor 70 Claude Code, Codex, OpenCode 2 2,748 tok
alhoqbani/shamela-mcp alhoqbani.github.io Claude app extension for searching the Al-Maktaba Al-Shamela library 70 Claude Code 1 4,912 tok
sixb-ai/sixb sixb.ai Open-source TypeScript framework for building operational software used by humans and AI a 70 Claude Code, Codex, OpenCode 2 3,065 tok
ankitcharolia/kiro-gateway Compliance-first AI gateway for Kiro: connect OpenAI, Anthropic, ACP, Claude Code, Cursor, 70 Claude Code, Codex, OpenCode 2 14,197 tok