How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
mash-up-kr/Team-MINO-Android 7 Claude Code 25 1,182 tok
wghglory/ngx-lift-workspace ngx-lift.vercel.app Lift your angular dev experience 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 25 1,230 tok
Flux-Frontiers/agent_kg AgentKG - Conversational Memory as a Knowledge Graph 7 Claude Code 14 —
sciyoshi/decompose Docker Compose, sans Docker 7 Claude Code, Codex, OpenCode 5 4,098 tok
erkexzcx/corbel Brick layers and Z anti-aliasing for 3D printing, in Rust: one G-code post-processor that 7 Claude Code, Codex, GitHub Copilot 6 19,002 tok
erikvullings/mithril-ui-form erikvullings.github.io Convert a (JSON) object to a dynamic (materialize-css) form. 7 Claude Code, Gemini CLI 3 1,760 tok
dancing-bear-show/dancing-bear Dependency-light Python CLIs for personal workflows — mail, calendar, telemetry, and agent 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 52 16,787 tok
jeffgreendesign/textrawl textrawl.com Turn your documents into agent memory. MCP server with hybrid semantic + keyword search ov 6 Claude Code, Codex, OpenCode 4 3,324 tok
richlira/claude-code-workshop-gdl-practica Práctica del Claude Code Workshop Guadalajara · Claude Community México · 9 estaciones de 6 Claude Code 6 223 tok
samaxbytez/freeagent-mcp MCP server for the FreeAgent 6 Claude Code, Codex, OpenCode 9 1,396 tok
dash0hq/dash0-agent-plugin dash0.com OpenTelemetry tracing for coding agents (Claude Code, Cursor, Codex, Copilot CLI) 6 Claude Code, Codex, OpenCode 3 667 tok
carboneio/carbone-skill The official Carbone plugin for AI assistants and agents: the Carbone skill and MCP server 6 Claude Code 1 596 tok
VantaInc/vanta-mcp-plugin Official Vanta plugin for Claude Code 6 Claude Code, Codex, OpenCode 1 294 tok
sgaabdu4/hard-eng Stateful agentic engineering workflow for local coding agents 6 Claude Code, Codex, OpenCode 20 919 tok
prantikmedhi/ClawNexus ClawNexus is a Vite + React + TypeScript console for managing OpenClaw-style agent gateway 6 Claude Code, Codex, OpenCode 2 2,445 tok
youngde811/Lisa A production-quality expert-system shell, written in thoroughly modern Common Lisp. 6 Claude Code 1 2,440 tok
cosscom/coss coss.com One API key and one SDK for email, SMS, AI agent inboxes, scheduling, webhooks and more. 6 Claude Code, Codex, OpenCode 2 32,654 tok
qinye6/pi-ccg qinye6.github.io Bounded multi-agent development workflows for Pi CLI 6 Claude Code 1 3,169 tok
Amb2rZhou/intern-clawd A Personal Secretary OS for Claude Code — persistent memory, rituals, dual-domain wiki. 6 Claude Code 1 1,238 tok
shipstatic/mcp mcp.shipstatic.com MCP server for instant static site deploys from AI agents — free, no account needed 6 Claude Code, Codex, OpenCode 2 9,042 tok
qfoldit/UEFN-TOOLBELT The ultimate, ever-expanding Swiss Army Knife for the UEFN Python API (358+ tools register 6 Claude Code, Codex, OpenCode 5 7,687 tok
Vimalk0703/shipworthy vimalk0703.github.io Open source Claude Code plugin — 52 invisible engineering skills turn vibe coding into pro 6 Claude Code, GitHub Copilot 2 2,512 tok
jhlee0409/all-for-claudecode npmjs.com Claude Code plugin — automates the full dev cycle (spec → plan → implement → review → clea 6 Claude Code 1 2,058 tok
sidtheone/zodiac-skills Twelve animals. Twelve LLM defaults. Pick the ones your AI won't break on its own. 6 Claude Code 1 1,577 tok
natanloterio/LiveFolders livefoldersfs.org A virtual filesystem alternative to MCP — expose tools to LLMs via file I/O 6 Claude Code 1 1,898 tok
Vvkmnn/claude-vigil-mcp 🏺 An MCP server for checkpointing and file recovery in Claude Code 6 Claude Code 1 —
darrenhinde/slidev-ai-presenations 6 Claude Code 1 2,966 tok
rohansx/agidb agidb.dev A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beli 6 Claude Code 20 1,008 tok
liaocaoxuezhe/FigmaX Best practics of figam-use with Codex or ClaudeCode 6 Claude Code, Codex, OpenCode 6 1,226 tok
choucrifahed/agent-plugins Public Claude Plugins for BMAD-GitHub integration and others to come 6 Claude Code 1 141 tok
JoeXie/remember-me A dual-mode tool providing long-term memory management for Claude Code and other MCP clien 6 Claude Code 1 959 tok
fantay0312/ida-pro-mcp-plus Enhanced IDA Pro MCP Server - multi-instance broker + bulk export for AI analysis 6 Claude Code, Codex, OpenCode 2 2,263 tok
hongbietcode/claude-finance-kit claude-finance-kit.vercel.app Unified interface for stock data, market analytics, technical analysis, batch collection, 6 Claude Code 1 2,209 tok
OutlitAI/outlit-sdk docs.outlit.ai Outlit SDK 6 Claude Code, Codex, OpenCode 11 1,641 tok
samihalawa/whatsapp-go-mcp 6 Claude Code 4 833 tok
AetherWave-Studio/aetherwave-mcp Model Context Protocol server for AetherWave Studio - music, image, video, and band genera 6 Claude Code 1 1,579 tok
Shan-Zhu/shuck-file Any file in, Markdown out — read only what matters. 6 Claude Code 1 990 tok
thematteroftime/agentic-md-for-dummies Paper-driven molecular-dynamics framework with an AI skill that turns physics papers into 6 Claude Code 2 —
Hafeok/product-cli A CLI for managing a products features, test cases and ADRs - and a bit more. 6 Claude Code, GitHub Copilot 9 9,778 tok
DYAI2025/Plumbline dyai2025.github.io Plumbline — a self-learning, customer-value-governed agile AI agent team for Claude Code. 6 Claude Code 7 12,434 tok
Aysnc-Labs/angora getangora.org A design system and site builder powered by Claude Code 6 Claude Code 3 840 tok
bkataru/powerglide bkataru.github.io the CLI coding agent that slides: Zig-powered multi-agent harness for extreme coding workf 6 Claude Code, Codex, OpenCode 2 2,750 tok
serudda/fragments-vault serudda.com A vault to capture phrases, quotes, and ideas found while reading (Claude Skills) 6 Claude Code 1 422 tok
HighDesertWizard/mdg Mermaid Diagram Guidelines (MDG) — a skill file that makes LLMs dramatically better at gen 6 Claude Code 1 88 tok
yinjialu/ai-frontier-daily yinjialu.github.io Daily AI industry leader updates card: fetches official updates from Anthropic and others 6 Claude Code, Codex, OpenCode 2 4,545 tok
AhmedHabiba/architor Structured, phase-gated architecture design powered by Claude Code. Enforces decision gate 6 Claude Code 4 1,883 tok
ndisisnd/msg msg-beta-fawn.vercel.app End-to-end engineering harness for Claude Code — go from planning to building to reviewing 6 Claude Code 2 —
Parham-dev/OpenClaw-ios appwebdev.co.uk The Missing Piece for Openclaw - iOS Control Centre 6 Claude Code 1 4,649 tok
viacheslav-tronko/claude-code-harness Claude Code Harness 6 Claude Code 1 8,220 tok
malekokour/clinpharm-pmx-skills malekokour.github.io Turn any AI agent into a clinical pharmacologist and pharmacometrician. It reviews, reconc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,501 tok