How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Hint-Services/obsidian-github-mcp MCP Server to search individual private Github Repositories 10 Claude Code 4 660 tok
caezium/nib nib.henryzh.dev Turn any idea or article into hand-drawn editorial illustrations starring your own charact 10 Claude Code, Codex, OpenCode 2 176 tok
wcgomes/agents-workspace Agents Workspace provides portable skills and a boot policy that guide your assistant to c 10 Codex, OpenCode 1 164 tok
AnamKwon/agent-skill-router Cross-agent skill router that organizes large local skill libraries into category routers 10 Gemini CLI 1 116 tok
dinosn/security-knowledge-base Local-first, evidence-led security knowledge base with a model-neutral JSON CLI, immutable 10 Claude Code, Codex, Gemini CLI, OpenCode 3 1,401 tok
Heiberg-Industries/designbrief tools.heiberg.co Design guardrails, not templates. A library of UI design direction files that give LLMs (a 10 Codex, OpenCode 1 227 tok
SebastianElvis/reaper AI-native scientific research pipeline. Takes a research goal and autonomously runs multi- 10 Claude Code 1 1,904 tok
timothywarner-org/ai901-cert-buddy-claude AI-901 (Azure AI Fundamentals) study buddy built natively for Claude Code: exam-realistic 10 Claude Code 6 1,476 tok
yultyyev/better-auth-firestore npmjs.com Firestore adapter for Better Auth 10 Claude Code, Codex, OpenCode 2 2,972 tok
bitflight-devops/mcp-json-yaml-toml A structured data reader and writer like 'jq' and 'yq' for AI Agents 10 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,550 tok
dhkim0124/anki-mcp-server smithery.ai A Model Context Protocol (MCP) server that connects Claude to Anki. This integration allow 10 Claude Code 1 1,079 tok
Obsidian-Owl/specwright obsidian-owl.github.io Craft quality software with AI discipline. Spec-driven development plugin for Claude Code 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,755 tok
rasatpetabit/masterplan Brainstorm → plan → execute development workflow plugin for Claude Code 10 Claude Code, Codex, OpenCode 2 1,700 tok
Aznatkoiny/zAI-Skills Claude Code plugin marketplace — AI/ML toolkit, consulting frameworks, and real estate inv 10 Claude Code, Codex, OpenCode 2 1,171 tok
zander-zyx/claude-mini-hud zdking.com A lighter alternative to claude-hud's core features, limited to 7 lines. Built-in usage qu 10 Claude Code, Codex, OpenCode 2 2,695 tok
muhammademanaftab/pulse A memory layer for your Claude Code work. It captures every session and writes your daily 10 Claude Code 1 1,068 tok
os-tack/ostk-cache ostk.ai Context-aware caching proxy for Anthropic and OpenAI — maximizes prompt-cache hit rates by 10 Codex, OpenCode 1 3,682 tok
initxy/noeta initxy.github.io Open-source, Claude Code–compatible coding agent. Crash-proof tasks, zero-cost waits for a 10 Codex, OpenCode 1 2,112 tok
freibergergarcia/phone-a-friend CLI relay for AI coding agents. Connect Claude Code, Codex, Gemini, Antigravity, OpenCode, 10 Claude Code, Codex, OpenCode 2 19,867 tok
Dometrain/getting-started-claude-code dometrain.com Source code for the "Getting Started: Claude Code" course 10 Claude Code 1 —
nwant/obsidian-ai-curator Smart note consolidation for Obsidian using Claude AI. Automatically identifies and merges 10 Claude Code 1 3,739 tok
like-a-freedom/rusty_apple_mail_mcp Local-first Apple Mail MCP. Dead fast. Dead simple. 10 Claude Code, Codex, OpenCode 2 6,205 tok
tosin2013/documcp documcp.dev DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutionizes document 10 Claude Code, GitHub Copilot 6 1,894 tok
ZeroMadLife/sage-agent A local-first Personal AI Learning Companion that connects goals, personal knowledge, real 10 Codex, OpenCode 1 1,056 tok
dkyazzentwatwa/threads-mcp-crawler Mark Zuckerberg's worst nightmare. Crawls Meta Threads for data. 10 Claude Code 1 4,049 tok
canoo/agent-nexus nexus.codelogiic.com Multi-model agentic orchestration framework — route tasks to cloud or local LLMs, manage p 10 Codex, OpenCode 1 90 tok
HughesCuit/heventure-search-mcp Free, API-key-free MCP web search server — DuckDuckGo, Bing, Google + optional SerpAPI/Tav 10 Claude Code 1 233 tok
FindMalek/dukkani dukkani.co Create your online shop in minutes — no code, no stress. 10 Claude Code, Codex, Cursor, Windsurf 41 11,808 tok
Y0lan/laws-of-software-engineering 56 laws of software engineering as an installable Claude Code skill, paraphrased from laws 10 Claude Code 1 1,698 tok
linxule/mineru-mcp 10 Claude Code, Codex, OpenCode 3 2,597 tok
DanielGouveiah/glasses daniskills.vercel.app Put your glasses on. Evidence-first planning and bounded implementation diagnosis for AI c 10 Claude Code, Codex, OpenCode 2 73 tok
walkindude/cli-bridge Turn any CLI into an MCP tool that agents actually use. 10 Claude Code, Codex, OpenCode 2 1,488 tok
kontent-ai/mcp-server kontent.ai The Official Kontent.ai MCP server. Connect your AI with Kontent.ai. 10 Claude Code 1 2,937 tok
DilawarShafiq/unworldly pypi.org The flight recorder for AI coding agents. Tamper-evident, verifiable audit trails of file 10 Claude Code 14 2,892 tok
djinilabs/helpmaton helpmaton.com Workspace-based platform for managing AI agents. 10 Cursor 1 1,031 tok
DemboNauta/skill-doc-generator npmjs.com MCP server that turns any documentation URL into a Claude Code skill file. No API key requ 10 Claude Code 4 —
xmartlabs/vytalLink vytallink.xmartlabs.com VytalLink is a digital health platform connecting personal health data—including Apple Hea 10 Claude Code, Codex, OpenCode 3 2,289 tok
aksika/abtars aksika.github.io abTARS is a personal agent built around Pi harness: persistent memory with abmind, messagi 10 Codex, OpenCode 1 1,395 tok
kevinkaylie/AgentNexus Decentralized communication infrastructure for AI Agents — DID identity, federated discove 10 Claude Code, Codex, OpenCode 4 6,124 tok
opendatahub-io/rhoai-mcp Prototype MCP server for RHOAI 10 Claude Code 4 1,693 tok
paulieb89/pinescript-mcp pinescript-mcp.fly.dev Pine Script v6 MCP server — documentation lookup and function validation. 10 Claude Code, Codex, OpenCode 2 1,374 tok
seatable/seatable-mcp mcp.seatable.com 🤖 SeaTable Model Context Protocol Server, for allowing AI systems to interact with your S 10 Claude Code 1 3,272 tok
ecodan/cicadas Spec informed, code authoritative SDD built for teams 10 Claude Code 3 3,000 tok
ajantoniou/fable-design-system uploadcheck.app Bring Fable-style design taste to any AI coding agent. Free MIT design system for Claude, 10 Claude Code, Codex, OpenCode 2 3,319 tok
profplum700/etsy-mcp-server 10 Claude Code, Codex, OpenCode 2 354 tok
gabry-ts/n8n-starter partiti.dev GitOps for n8n. Version your workflows. Let AI agents create and manage automations. 10 Claude Code 2 1,826 tok
ShawhinT/yt-mcp-remote Remote YouTube MCP server example. 10 Claude Code 1 972 tok
harness-studio/harness-studio Governed, adversarial framework for shipping software with AI agents — the maker never gra 10 Claude Code 50 561 tok
ImBIOS/relay Universal AI API proxy — hot-switch between any LLM provider (GitHub Copilot, OpenAI, Anth 10 Codex, OpenCode 1 1,340 tok
TheMattBerman/creator-breakout-kit Agent-ready creator strategy kit that turns brand truth and breakout content patterns into 10 Claude Code 1 1,542 tok