How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
MustafaKadhim/Coding-Agent-Guidelines-Radiotherapy This is my personal coding guidelines optimized for radiotherapy research and inspired by 11 Claude Code, Codex, OpenCode 2 4,472 tok
Fortytude/TokenDiet tokendiet.dev 11 GitHub Copilot 1 415 tok
tykisgod/quick-question The control plane for game-dev agents — close the loop with verified compile, test, and cr 11 Claude Code, Codex, OpenCode 4 3,605 tok
cyb213/Lab-Zero nikoloz.limon10.com A clone-and-go workspace that gives your AI coding agent a memory — semantic recall, built 11 Claude Code, Codex, OpenCode 16 1,498 tok
tickets-forge-dev/loop-lang loopflow.live An open, natural-language DSL for self-correcting AI coding loops — say what an AI coding 11 Claude Code, Codex, OpenCode 5 5,516 tok
marketcalls/trading-terminal learn.marketcalls.in Terminal - Built using Claude Code (Fable 5) as Part of AI Bootcamp 2.0 11 Claude Code 1 1,071 tok
MCKRUZ/claude-code-mastery matthewkruczek.ai The definitive Claude Code setup, configuration, and mastery skill — CLAUDE.md engineering 11 Claude Code 1 901 tok
lglucas/ai-dev-operating-system Day-zero operating system for AI-assisted SaaS development: Claude Code rules, agents, ski 11 Claude Code 54 653 tok
imsaif/design-with-claude designwithclaude.com dwic is a product designer inside your terminal. Run npx dwic-audit to audit your design s 11 Claude Code 1 3,458 tok
Mirage20/ccstatus-go 🎭 Over-engineered statusline for Claude Code with provider-component architecture, TTL-ba 11 Claude Code 3 1,030 tok
tenondecrpc/cc-statusline Claude Statusline: a lightweight Bash + jq statusline for Claude Code with model, context, 11 Claude Code, Codex, OpenCode 2 2,734 tok
caixiaoshun/claudex Bridge Claude Code to ChatGPT Codex via a local Anthropic-compatible proxy. 11 Claude Code 1
jpantsjoha/ai-native-developer-experience jpantsjoha.com Team operating model for hybrid human+AI delivery: one shared, drift-checked contract for 11 Claude Code, Gemini CLI 2 970 tok
Dallionking/agent-goal-skill Claude Code skill that shapes rough goal descriptions into polished /goal prompts for Code 11 Codex, OpenCode 1 857 tok
d13/vscode-web-components-ai marketplace.visualstudio.com Supercharge your AI coding assistants with web component information from your workspace a 11 Codex, OpenCode 1 1,377 tok
sixteen-dev/obai openbell.ai OBaI is an open-source multi-agent platform for stock research, strategy backtesting, an 11 Claude Code, Codex 3 1,584 tok
foxtrottwist/shortcuts-mcp lawrencehorne.com TypeScript MCP server that connects Claude to your macOS Shortcuts. See your available sho 11 Claude Code 1 1,207 tok
n2ns/n2n-nexus n2ns.com Local-first MCP coordination hub. One local daemon serves multiple AI assistants across ID 11 Claude Code 2 705 tok
ehebert7/salesforce-claude-framework Salesforce development framework with Claude Code integration, custom agents, commands, an 11 Claude Code 7 369 tok
Vvkmnn/claude-praetorian-mcp npmjs.com ⚜️ An MCP server for context compaction and recycling in Claude Code 11 Claude Code 1
kriasoft/oauth-callback kriasoft.com Lightweight OAuth 2.0 authorization code capture for CLI tools & desktop apps. Works wit 11 Claude Code 1 739 tok
spences10/claude-code-analytics 👀 Local-first analytics and statusline for Claude Code - capture sessions, tool calls, co 11 Claude Code 1 132 tok
AnayDhawan/oss-launch Skill letting Agents scan a repo, ask what it cannot infer, then generate a complete open 11 Codex, OpenCode 1 1,868 tok
tenatarika/vex Fast hybrid code search built for AI agents 11 Claude Code 1
nightsailer/wechat-clawbot Python SDK for the WeChat ClawBot ilink API, with a built-in multi-user gateway for AI bac 11 Claude Code 1 855 tok
bostonaholic/team team.bostonaholic.dev Orchestrates specialized agents to autonomously implement entire features end-to-end 11 Claude Code, Codex, OpenCode 5 4,478 tok
IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no 11 Claude Code, Codex, OpenCode 2 573 tok
jexp/agentic-engineering docs.google.com Agentic Engineering Content - Workshop, Keynote 11 Claude Code 1 1,084 tok
Sealjay/mcp-hey MCP server for Hey.com: read, send, search, and organise email from Claude or any MCP clie 11 Claude Code 4 1,104 tok
masaki39/marp-mcp MCP server that lets AI agents build and edit Marp slide decks via structured tools. 11 Claude Code 2 1,049 tok
schemacrawler/SchemaCrawler-AI Free database schema discovery and comprehension tool 11 Codex, GitHub Copilot, OpenCode 2 1,257 tok
caiowilson/MCP-memento Local-first MCP server that gives AI agents durable repo memory and fast semantic code con 11 GitHub Copilot 1 637 tok
oborchers/mcp-server-pacman A Model Context Protocol server that provides package index querying capabilities. 11 Claude Code 1 407 tok
tse-wei-chen/hs-sql-agent sql-agent.net .NET SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded 11 Codex, OpenCode 1 855 tok
xinthink/reader-mcp-server Connect your Readwise Reader library to LLMs. 11 Claude Code 1 707 tok
croakingtoad/context-engineering-mcp locomotive.agency Automated Context Engineering MCP Server for creating high-quality Product Requirements Pr 11 Claude Code 1 407 tok
asrient/HomeCloud asrient.github.io Easiest way to access your devices and AI agents from anywhere. 11 GitHub Copilot 1 2,302 tok
joe-broadhead/open-cowork joe-broadhead.github.io Open Cowork is a desktop, cloud and gateway workspace for OpenCode. 11 Codex, OpenCode 1 1,466 tok
justincastilla/kitsap_commute_MCP_py learning MCP through creating a commute assistant in Western Washington 11 Claude Code 1 1,856 tok
yugef3h/leo-skills agent-skills,Expert code review skill: SOLID, security, performance, error handling, bound 11 Claude Code 1
docxology/codomyrmex doi.org Modular Python 3.11+ coding and agent platform — 130 modules spanning LLM agents (13+ prov 11 Claude Code, Codex, Cursor, OpenCode 20 12,500 tok
omgwtfwow/mcp-crawl4ai-ts TypeScript implementation of an MCP server for Crawl4AI. Provides tools for web crawling, 11 GitHub Copilot 1 1,163 tok
josortmel/EcoDB Collective AI memory for multi-agent teams. 10-stage GAMR search engine, knowledge graph ( 11 Claude Code 1 10,805 tok
Hyperyond/Hover gethover.dev Open-source Vibe Testing suite: an MCP server for the coding agent you already run, a VS C 11 Claude Code 1 5,049 tok
kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 107,358 tok
r3-yamauchi/kintone-mcp-server r3it.com MCP server sample for kintone (Unofficial) https://www.r3it.com/blog/kintone-mcp-server-20 11 Claude Code, Codex, OpenCode 2 13,084 tok
Smart75850/smart-agent Five-platform data collection framework — direct pure HTTP connections to Bilibili, Zhihu, 11 Claude Code 1 2,098 tok
jason1365/donetick-mcp-server Production-ready MCP server for Donetick chores management with JWT authentication, Full A 11 Claude Code 1 7,027 tok
asimons81/wp-chatgpt-publisher Finally, a way to let ChatGPT touch your WordPress site that doesn't involve handing over 11 Codex, OpenCode 1 370 tok
agno-agi/context agno.com A self-hosted context manager. @context organizes your work into a private CRM and knowled 11 Claude Code, Codex, OpenCode 7 10,801 tok