How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Amb2rZhou/intern-clawd A Personal Secretary OS for Claude Code — persistent memory, rituals, dual-domain wiki. 9 Claude Code 1 1,238 tok
Obsidian-Owl/specwright obsidian-owl.github.io Craft quality software with AI discipline. Spec-driven development plugin for Claude Code 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,755 tok
naniiluja/ccf A context-first, spec-driven, strictly sequential development workflow plugin for Claude C 9 Claude Code 1 2,930 tok
CoriChui/yolo YOLO — a reasoning-first, feature-aware workflow framework for Claude Code. Git is the sou 9 Claude Code 2 1,090 tok
rasatpetabit/masterplan Brainstorm → plan → execute development workflow plugin for Claude Code 9 Claude Code, Codex, OpenCode 2 1,759 tok
Aznatkoiny/zAI-Skills Claude Code plugin marketplace — AI/ML toolkit, consulting frameworks, and real estate inv 9 Claude Code 1 650 tok
cylestio/agent-inspector inspector.cylestio.com Local open-source dev tool to debug, secure, and evaluate LLM agents. Provides static anal 9 Claude Code 1 875 tok
muhammademanaftab/pulse A memory layer for your Claude Code work. It captures every session and writes your daily 9 Claude Code 1 1,059 tok
initxy/noeta initxy.github.io The server-side runtime for AI agents. Durable & crash-safe (event-sourced), multi-worker 9 Claude Code, Codex, OpenCode 3 933 tok
Nicered/ClaudeShip nicered.github.io Build full-stack web apps with natural language — powered by Claude Code CLI 9 Claude Code 1 1,822 tok
mirinodev/maestro A CLI tool that conducts Git worktrees like an orchestra and accelerates parallel developm 9 Claude Code 3 3,926 tok
rob-balfre/dryui dryui.dev 160+ components and theme controls, plus a CLI, MCP, and feedback engine to keep AI on tra 9 Claude Code, Codex, OpenCode 2 1,624 tok
leMaur/livewire-flux-mcp npmjs.com Flux UI docs for your AI coding assistant. Live from fluxui.dev, Pro-tier aware, Laravel B 9 Claude Code 7 1,090 tok
nwant/obsidian-ai-curator Smart note consolidation for Obsidian using Claude AI. Automatically identifies and merges 9 Claude Code 1 3,739 tok
like-a-freedom/rusty_apple_mail_mcp Local-first Apple Mail MCP. Dead fast. Dead simple. 9 Claude Code, Codex, OpenCode 2 6,205 tok
just-every/mcp-deep-search justevery.com Runs a search across all major providers simultaneously 9 Claude Code 1 1,021 tok
colaberry/WorldOfTaxonomy worldoftaxonomy.com 1,000+ open taxonomy systems with 1.2M+ codes and 320K+ crosswalk edges. NAICS, ISIC, NACE 9 Claude Code 1 16,396 tok
rudraptpsingh/axon rudraptpsingh.github.io Local hardware intelligence for AI coding agents. Zero cloud. Zero telemetry. 9 Claude Code 18 3,902 tok
neozhehan/figma-edit-mcp neozhehan.github.io Read, create, and modify Figma designs programmatically via MCP, empowering AI to execute 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 690 tok
alphaparkinc/canlah-ai-skill GenPark skill: Integrate CANLAH AI's Style Genome and multi-agent business suite for marke 9 Claude Code, Codex 1
microsoft/entrabot microsoft.github.io Give a device-local AI agent its own Microsoft Entra identity. Reference implementation fo 9 Claude Code, Codex, OpenCode 8 5,950 tok
bocan/codex A wiki and document store built with React + Express. Organize markdown files in folders w 9 Claude Code, Codex, GitHub Copilot 3 2,462 tok
lim5max/poolstatis poolstatis.xyz Agent-native product analytics for coding agents 9 Claude Code, Codex, OpenCode 6 4,612 tok
mussolene/1c_hbk_bsl mussolene.github.io Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/C 9 Claude Code, Codex, OpenCode 2 903 tok
coo-quack/calc-mcp MCP server with 21 tools for things AI is bad at — math, hashing, encoding, date arithmeti 9 Claude Code 1 1,417 tok
cyanheads/pubchem-mcp-server npmjs.com Search the PubChem chemical database for compounds, properties, safety data, bioactivity, 9 Claude Code 1 5,042 tok
Open-Agent-Tools/open-stocks-mcp MCP Server for stock market data - Robinhood, Schwab APIs with multi-broker support 9 Claude Code, Codex, OpenCode 2 4,707 tok
HumanBean17/jrag A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to 9 Claude Code, Codex, OpenCode 16 950 tok
AetherCore-Dev/ag402 Zero latency! Zero code change! Empower your AI agent with payment ability via x402 proto 9 Claude Code 3
tohsaka888/trading-mcp MCP service designed for stock quantitative agents 9 Claude Code, Codex 2
redscaresu/goldfinger SRE toolkit for managing repos in github at scale 9 Claude Code, Codex, OpenCode 2 1,715 tok
Juwon1405/agentic-dart findevil.devpost.com Agentic-DART — autonomous detection & response agent. Architecture-first, not prompt-first 9 Claude Code, Codex, OpenCode 2 2,541 tok
gianlucamazza/mcp-ascii-charts MCP ASCII Charts tool 9 Claude Code 1 832 tok
itsmeduncan/commonplace itsmeduncan.com Self-hosted, privacy-tiered memory for your AI agents. 9 Claude Code 1 2,629 tok
DollhouseMCP/collection A Free, Open Source, collection of personas, prompts, skills, memories, agents, and more. 9 Claude Code 1 2,012 tok
anthillnet/sinain-hud Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf 9 Claude Code, Codex, OpenCode 3 4,654 tok
jonaylor89/freqmoda blog.jonaylor.com audio editing server and playground 9 Claude Code, Codex, OpenCode 2 296 tok
dkyazzentwatwa/threads-mcp-crawler Mark Zuckerberg's worst nightmare. Crawls Meta Threads for data. 9 Claude Code 1 4,049 tok
fblgit/claudebench Claude Code Best Friend, a workbench for task management and swarm orchestration 9 Claude Code 4 2,377 tok
HughesCuit/heventure-search-mcp Free, API-key-free MCP web search server — DuckDuckGo, Bing, Google + optional SerpAPI/Tav 9 Claude Code 1 233 tok
kevyder/banrepco_mcp Bank of the Republic of Colombia MCP Server 9 Claude Code, Codex, OpenCode 11 840 tok
hottweelz/writing-template-for-ai Write a book from first idea to a finished EPUB/PDF with AI — one cross-tool system for Cl 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,173 tok
beixiyo/ai-sync Migrate Commands, Skills, and MCP across Cursor, Claude Code, OpenCode, Codex, and other A 9 Claude Code, Codex, OpenCode 2 2,582 tok
narenkatakam/ux-audit narenkatakam.github.io Give your AI coding assistant a design eye. 12 principles, 13 reference docs, 7 component 9 Claude Code, Codex, OpenCode 2 552 tok
FindMalek/dukkani dukkani.co Create your online shop in minutes — no code, no stress. 9 Claude Code, Codex, Cursor, Windsurf 41 11,808 tok
0xrafasec/ai-workflow AI-assisted development workflow toolkit for Claude Code, Cursor, and Codex — skills, agen 9 Claude Code 1 1,179 tok
sitemd-cc/sitemd sitemd.cc Websites from Markdown. Built for AI coding agents. 9 Claude Code, Codex 1
crunchtools/mcp-trentina Secure MCP server for quarantined web content extraction — two-layer defense against promp 9 Claude Code 1 1,154 tok
dizzlkheinz/ynab-mcpb MCP server for YNAB. Reconcile bank statements, itemize receipts, manage transactions — 9 Claude Code, Codex, OpenCode 2 6,901 tok
baneeishaque/ai-agent-rules 9 Claude Code 1