How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
christopherwxyz/remix-mcp remix-docs.pages.dev A high-performance MCP (Model Context Protocol) server that enables AI assistants to contr 24 Claude Code 1 2,207 tok
dollspace-gay/AethelOS Microkernel based hobby OS 24 Claude Code 6 5,217 tok
bytedreamer/DotNetFrameworkMCP 24 Claude Code 1 617 tok
TJC-LP/fast-mcp-scala A quick and easy way to deploy MCP servers using Scala 24 Claude Code 1 7,414 tok
nibzard/daytona-mcp-interpreter nibzard.com 24 Claude Code 1 447 tok
RudderCode/Rudder npmjs.com Make your specs actually comprehensive. Pair your specs with tests to make your coding age 24 Claude Code, Codex, OpenCode 7 265 tok
majiayu000/claude-skill-registry-core majiayu000.github.io Source pipeline for Claude Skills Registry: discovery, archive validation, search indexes, 24 Claude Code, Codex, OpenCode 2 1,264 tok
prajapatimehul/claude-aws-cost-saver Claude Code plugin that finds AWS cost savings. 163 checks across EC2, RDS, S3, Lambda, an 24 Claude Code, Codex, OpenCode 2 5,798 tok
veerps57/memento runmemento.com A local-first, LLM-agnostic memory layer for AI assistants 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,591 tok
rayline-ai/rayline rayline.ai Open-source local router for coding agents, connecting Claude Code to cloud and local on-d 24 Claude Code, Codex, OpenCode 2 961 tok
suraj-davariya/ai-job-search suraj-davariya.github.io CareerForge — AI job-search assistant inside Claude Code. /search ranks postings from your 24 Claude Code, Codex 13 2,470 tok
amm10090/fanqie-publisher-skill Playwright-powered Fanqie novel publishing skill with guides and thin adapters for OpenCla 24 Claude Code, Codex, OpenCode 2 2,394 tok
sshh12/claude-plugins Shrivu's random Claude Code plugins. 24 Claude Code 1 773 tok
ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and 24 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 6,935 tok
sandraschi/worldlabs-mcp FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,594 tok
hecatehq/hecate hecate.sh AI workspace and runtime for projects, chats, providers, memory, approvals, and supervised 24 Claude Code, Codex, GitHub Copilot, OpenCode 8 10,401 tok
Irata/ClaudeCode Working examples of using Claude Code with Joomla 24 Claude Code 1 346 tok
markpitt/claude-skills 24 Claude Code 4 2,370 tok
mKeRix/toolscript Efficient MCP tool calling in code mode for Claude Code 24 Claude Code, Codex, OpenCode 5 146 tok
iamraven-tw/Learn-GAS An AI Agent guides beginners through Google Apps Script tutorials, project development, an 24 Claude Code, Codex, OpenCode 2 802 tok
MUKE-coder/vibekit vibekit.desishub.com A structured framework for building production Next.js SaaS apps with AI tools like Lovabl 24 Claude Code 3 1,485 tok
aisa-group/promptinject-agent-skills arxiv.org Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections 24 Claude Code 2 —
polyxmedia/mnemos Persistent memory and skill system for AI coding agents. MCP-native, single Go binary, zer 24 Claude Code 1 —
APRO-com/ai-oracle-skills agents can use these skills to query ai-oracle apis and generate the api calling codes. 24 Claude Code 3 550 tok
huyphan13189/QE-AI 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 10,209 tok
JotJunior/cstk jotjunior.github.io Autonomous software engineering with an audit trail. Specs in, verified code out: persiste 24 Claude Code, Codex, OpenCode 2 509 tok
agiledon/openmole The framework and skills of BDR(Bad smell Driven Refactoring) methodology 24 Claude Code, Cursor 32 —
cesarandreslopez/tauri-agent-tools cesarandreslopez.github.io Agent-driven inspection toolkit for Tauri desktop apps 24 Claude Code, Codex, OpenCode 2 3,772 tok
bldrs-ai/conway bldrs-ai.github.io Conway is a high-performance IFC&STEP engine for web-based CAD applications 24 Claude Code, Codex, OpenCode 3 5,874 tok
zhuanggenhua/BoardGame 24 Claude Code, Codex, OpenCode 9 297 tok
growthenginenowoslawski/autoclaybuilder growthenginenowoslawski.github.io Builds Clay tables — correctly, verifiably, the first time. Plan-gated; cloning is the cal 24 Claude Code, Codex, OpenCode 2 2,963 tok
davidmatousek/agentic-oriented-development-kit ADLC Triad governance template for AI agent-assisted development 24 Claude Code 3 1,248 tok
lattifai/omni-captions-skills Caption Skills 24 Claude Code 1 1,300 tok
pxx-design/cabinet Translate a feeling you can't name into transferable moves an AI can build — a browser ins 24 Claude Code, Codex, OpenCode 2 241 tok
fuziontech/lazyaws Terminal UI for managing AWS resources, inspired by lazygit, k9s, and lazydocker 24 Claude Code 1 785 tok
atomic14/ESP32-LSM6DS3-Demo 24 Claude Code 1 806 tok
rios0rios0/pipelines Production‑ready SDLC pipelines for every language, every stage, and every DevOps ecosyste 24 Claude Code, Codex, GitHub Copilot, OpenCode 4 56,856 tok
smythp/tine Drive a GNOME Wayland desktop from AI agents. CLI-first, no portals, no consent dialogs. 24 Claude Code 1 1,352 tok
orobsonn/segundo-cerebro Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereig 24 Claude Code 1 1,798 tok
LinekForge/forge-hub Connect Claude Code to WeChat / Telegram / Feishu / iMessage in one step — remote approval 24 Claude Code 3 1,413 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 1,404 tok
tommo/sublime-claude Sublime Text extension for interaction with claude-code, codex, grok... 24 Claude Code 1 51 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,400 tok
ashaychangwani/imprint Record a browser workflow once, get a deterministic MCP tool your AI agent can call. Zero 24 Claude Code, Codex, OpenCode 12 2,888 tok
keurcien/auxilia A lightweight web MCP client designed to host your MCP-powered AI assistants. auxilia is d 24 Claude Code 1 8,002 tok
lastingyeh/adk-insurance-recommendation-agent lastingyeh.github.io An insurance technology recommendation Agent prototype based on Google ADK and MCP Toolbox 24 Claude Code, Gemini CLI 2 1,124 tok
chroma-core/agent-skills Agent skills for working with Chroma 24 Claude Code 1 763 tok
Elijas/token-throttle Multi-resource rate limiting for LLM APIs. Reserve tokens before you call, refund what you 24 Claude Code 1 1,358 tok
kikakkz/wait-agent Agent mux terminal. 24 Claude Code, Codex, OpenCode 8 2,945 tok
crewrig/crewrig crewrig.org A layered AI assistant configuration with shared skill sandbox and built-in harness engine 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 47 4,122 tok