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
tsnAnh/flutter-agentic-starter The production-ready Flutter starter built for Claude Code, Cursor, Codex, and modern AI c 7 Claude Code, Codex, OpenCode 2 3,715 tok
luccapinto/agentic-data-kit The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured specialists, sk 7 Codex, GitHub Copilot, OpenCode 2 1,188 tok
AtharvaMaik/PromptQueue Dependency-free prompt scheduler for AI rate-limit resets. Queue prompts for Claude, Codex 7 Claude Code, Codex, Gemini CLI, OpenCode 3 597 tok
pylit-ai/opendream pylit.ai Local-first memory and dreaming automation for agents. 7 Codex, OpenCode 1 446 tok
zx06/xsql 🤖 AI-first cross-database CLI tool. Query MySQL/PostgreSQL safely with read-only protecti 7 Claude Code, Codex, OpenCode 2 2,569 tok
goranocokoljic/pure-context Repository for PureContext MCP 7 Claude Code 1 3,570 tok
gander-tools/osm-tagging-schema-mcp mcp.gander.tools MCP server providing OpenStreetMap tagging schema tools for AI assistants - validate tags, 7 Claude Code 1 8,568 tok
Orpheus-K/symbiopulse SymbioPulse is an MCP-first context layer for AI coding agents. It builds a persistent pro 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,565 tok
damien-schneider/agent-skills-library agents-library.dev The centralized hub for AI agent capabilities. Discover, share, and manage high-quality ma 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,309 tok
jazzmind/busibox A self-hosted AI platform that keeps your data on your infrastructure. Busibox integrates 7 Claude Code, Cursor 10 7,122 tok
francescogabrieli/glyph Instructions-as-Code toolchain for compact, measurable agent instruction manifests 7 Codex, GitHub Copilot, OpenCode 2 2,828 tok
AlirezaSoltaniJazi/Skillnir Skillnir generates, manages, and injects domain-specific AI skills into the configuration 7 GitHub Copilot 1 3 tok
CaptainYouz/agentdex captainyouz.github.io Local command center for AI skills, agents & rules across Cursor, Claude, and Codex — full 7 Claude Code 1 1,484 tok
layer1labs/specsmith specsmith.readthedocs.io Lean governance for AI-assisted development: requirements tracking, test enforcement, epis 7 Claude Code, Codex, OpenCode 37 883 tok
canblmz1/ruleProb Test whether your CLAUDE.md, AGENTS.md and .cursor/rules actually survive AI agent executi 7 Claude Code, Codex, OpenCode 2 2,881 tok
Bundl-AI/bundl-cli bundl.ai Bundl - The open corpus standard for AI employees. Define how your company works once. Eve 7 Claude Code, Codex, OpenCode 2 306 tok
omarhelal1234/ai-agents-library The Agency — 184 AI specialists + a browser orchestrator that builds, tests and ships proj 7 Claude Code, Codex 2
bntvllnt/codebase-intelligence npmjs.com CLI-first TypeScript codebase analysis with hotspots, impact, dead-export detection, and a 7 Claude Code, Codex, OpenCode 2 3,174 tok
ix-infrastructure/ix-claude-plugin Claude CLI extension for OSS, Ix 7 Claude Code 1 1,290 tok
lqwdtech/SaturnZap lqwdtech.github.io Bitcoin Lightning wallet CLI built for autonomous AI agents. 7 Claude Code, GitHub Copilot 3 1,782 tok
aka-NameRec/ai-standards Centralized AGENTS.md generator for project AI standards. 7 Codex, OpenCode 2 10,310 tok
alficlaw01/claw3d claw3d-office-alfi1.vercel.app 3D AI agent office — forked from iamlukethedev/Claw3D 7 Codex, OpenCode 1 129 tok
jeet129/praxis Production-grade skill library + agents + workflows + governance for AI coding agents — fu 7 Claude Code, GitHub Copilot, Gemini CLI 14 631 tok
kennovation1/kenfigure Kenfigure™: a YAML spec to define Benchling configurations 7 Claude Code 1 797 tok
jaydeepkarale/awesome-agent-skills A collection of ready to use skills with Claude Code, Codex, Cursor, Vs Code 7 GitHub Copilot 1 1,588 tok
hmohamed01/claude-code-plugins A repository of Claude Code Plugins - Swift, SQL, PowerShell, Rust Agents w/Skills and Hoo 7 Claude Code 1 730 tok
johnnichev/nv-context skills.nichevlabs.com nv:context > Context engineering for engineers who ship. Auto-detects, analyzes, generates 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,235 tok
ksgisang/AI-Watch-Tester ai-watch-tester.vercel.app AI-powered automated E2E testing. Just enter a URL — AI generates and runs test scenarios. 7 Claude Code, Codex, OpenCode 2 6,408 tok
traxito/TokenTrim 7 GitHub Copilot 1 814 tok
VitDavid10/karpathy-claude-10-rules Behavioral guidelines for Claude Code inspired by Andrej Karpathy 7 Claude Code 1 907 tok
damienbenveniste/ScaffoldGuard 7 Codex, OpenCode 1 4,254 tok
bjcho4141/harness-bujang 7 Claude Code 1 7,899 tok
Apptware-Product-Labs/markr apptware.com Fast Markdown preview for VS Code & Cursor — GitHub rendering, live TOC, Mermaid, multi-ta 7 Claude Code, Codex, Cursor, OpenCode 3 1,265 tok
voidlab7/weiyige-pavilion 7 Claude Code, Codex, OpenCode 9 4,941 tok
hkaanturgut/ai-coding-agents-token-optimization 7 GitHub Copilot 2 580 tok
yiancode/AwesomeClaudeCode A curated list of Claude Code resources, best practices, tools, and projects 7 Claude Code 1 2,475 tok
Raven-Scout/Scout macOS companion app for the Scout Claude Code plugin — Control Center, Action Items, and l 7 Claude Code 1 719 tok
eschatus/roll20-dm-mcp AI-assisted D&D 5e session management for Roll20 + D&D Beyond, built on MCP — live combat, 7 Claude Code 3 6,487 tok
jettyio/mlcbakery 7 Claude Code 1 1,339 tok
sylphiette269/premiere-mcp-editor-cn A Premiere Pro MCP editing assistant for Claude Code, Codex, and OpenClaw, supporting roug 7 Codex 16
RickoNoNo3/ThinkMem AI Memory Management MCP System for LLMs - helping LLMs make better use of reasoning and m 7 Claude Code 1 1,119 tok
jschoemaker/driftguard-mcp npmjs.com MCP server for DriftGuard — exposes AI conversation drift scores and session health to Cla 7 Claude Code 1 1,268 tok
MuhammadMustafa18/whatsapp-mcp-server npmjs.com Local MCP server that exposes WhatsApp as 4 tools for Claude — send, read, and search mess 7 Claude Code 1
NeuralRays/codexray X-ray vision for your codebase — semantic knowledge graph & MCP server with 16 tools that 7 Claude Code 1 324 tok
OrodruinLabs/CryptoExchanges.Net A unified .NET 10 SDK for cryptocurrency exchanges — one typed interface across Binance, B 7 Claude Code 2 489 tok
omattsson/terragrunt-mcp-server Model Context Protocol (MCP) server providing AI assistants with comprehensive Terragrunt 7 Claude Code, GitHub Copilot 2 914 tok
simonpainter/netbox-mcp simonpainter.com NetBox MCP Server 7 GitHub Copilot 1 1,548 tok
KUP-IP/the-bridge kup.solutions Native macOS menu-bar app that turns your Mac into an MCP server for Notion AI agents and 7 Claude Code, Codex, OpenCode 2 7,335 tok
nikvdp/searxng-ai-kit Standalone SearXNG CLI for coding agents 7 Codex, OpenCode 1 3,282 tok
oguzc/playwright-wizard-mcp MCP server providing Playwright test generation wizard with intelligent prompts and best p 7 GitHub Copilot 1 590 tok