How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
jerseycheese/Narraitor narraitor-six.vercel.app Narraitor: A world-agnostic narrative-driven RPG framework using AI 30 Claude Code 30 2,666 tok
danielrosehill/Claude-Code-Plugins Daniel Rosehill's Claude Code plugin marketplace 30 Claude Code, Codex, OpenCode 2 2,244 tok
jtalk22/slack-mcp-server mcp.revasserlabs.com Catch up on Slack without reading it. Unreads, threads, search. Browser-session or hosted 30 Claude Code 2 2,198 tok
mehmetnadir/cdpilot npmjs.com Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands ( 30 Claude Code, Codex, Gemini CLI, OpenCode 3 3,168 tok
dkships/pm-copilot dmkthinks.org MCP server that triangulates customer support tickets and feature requests to help PMs dec 30 Claude Code, Codex, OpenCode 2 2,296 tok
nirholas/crypto-market-data nirholas.github.io Live cryptocurrency and DeFi market data. Simple, easy, straight to the point. Market dat 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 795 tok
Brisanet/ion main--62eab350a45bdb0a5818520e.chromatic.com 30 Claude Code, Cursor 7 985 tok
saubakirov/trace-first-starter tfw.saubakirov.kz TFW is the methodology for value management 30 Claude Code, Codex, OpenCode 22 1,479 tok
ryanthedev/systems-design.skill Claude Code plugin for distributed system design — structured frameworks for architecture 30 Claude Code 1 474 tok
oborchers/fractional-cto Your AI CTO co-pilot — opinionated, research-backed Claude Code plugins for building SaaS 30 Claude Code 1 1,504 tok
panaversity/agentfactory-business-plugins agentfactory.panaversity.org Marketplace of domain-specific plugins for AI agents (Cowork, Claude Code, OpenClaw). Buil 30 Claude Code 1 3,083 tok
Neftedollar/FsLangMCP Semantic F# for AI coding agents (Claude Code · Cursor · Copilot · Codex) — an MCP server 30 Claude Code 6 1,289 tok
Ian-stetsenko/lore-protocol Lore: A structured knowledge protocol for AI coding agents — repurposing git commit messag 30 Claude Code 1 1,159 tok
lemaiwo/odata-mcp-proxy 30 Claude Code 1 1,774 tok
kraulerson/solo-orchestrator AI-assisted software development methodology for solo builders 30 Claude Code 7 8,649 tok
Yurich-ru/yandex-ads-mcp MCP server for Yandex Direct, Metrika, Audience & Wordstat APIs — 152 tools for campaign m 30 Claude Code, Codex, OpenCode 4 3,735 tok
redhat-community-ai-tools/harness-eval Evaluate (lint, review, and security-audit) your AI coding agent harness. 30 Claude Code, Cursor 7 1,086 tok
jonradoff/lightcms metavert.io Self-hosted CMS that works human or headless: full admin UI plus REST and MCP APIs, built- 30 Claude Code 1 6,115 tok
Klievan/jlink-mcp marketplace.visualstudio.com Give AI hands to touch silicon — an MCP server for SEGGER J-Link, OpenOCD and Black Magic 30 Claude Code 1 1,162 tok
cabbage2000-lab/textbook-writer-skills A UbD reverse-design-driven teaching material writing skill set, installable in one click 30 Claude Code, Codex, OpenCode 2 5,679 tok
moeru-ai/auv 📱🐭 No we are not computer use, it's Application Use Via... a unified orchestration layer 30 Claude Code, Codex, OpenCode 2 5,971 tok
guillermoscript/lms-front preciopana.com Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. 30 Claude Code, Codex, OpenCode 58 11,871 tok
klinkdev2026/klayout-klink klinkdev2026.github.io AI-native control plane for KLayout: RPC plugin, Python client, MCP bridge, and routing wo 30 Claude Code 1 3,134 tok
yuema137/scientific-eval-environments Live Knowledge Base of LLM Agents for Science 30 Claude Code 1 2,977 tok
hyperlogue/r3 hyperlogue.github.io Review coding agents without arguing through chat. Comment directly on plans and diffs, le 30 Claude Code, Codex, OpenCode 7 3,749 tok
mpalermiti/outlook-mcp MCP server for Microsoft Outlook personal accounts via Microsoft Graph API. 62 tools acros 30 Claude Code 1 1,770 tok
ou524u/PKUOttoElective2026Spring 30 Claude Code 1 1,871 tok
Chasen-Liao/resume-skills Generate polished resume skills with an Agent in one sentence, and match them to relevant 30 Claude Code, Codex, OpenCode 8 1,067 tok
steveaimkt/proposal-agent-github Proposal agent 30 Claude Code 28 2,026 tok
ai-freer/fortune-skill Chinese traditional fortune-telling AI skill (BaZi 八字 + Zi Wei Dou Shu 紫微斗数) for Claude Co 30 Claude Code, Codex, OpenCode 2 1,467 tok
container-registry/harbor-next container-registry.com Next-generation Harbor. Use features before they move upstream. 30 Claude Code, Codex, OpenCode 2 1,074 tok
ai-ecoverse/slicc sliccy.com A browser-native AI agent (claw) for everyone that loves ice cream 30 Claude Code, Codex, GitHub Copilot, OpenCode 13 3,634 tok
changeroa/lazykatok Private terminal KakaoTalk client with real-time watch and strict reply TUI 30 Claude Code, Codex, OpenCode 2 835 tok
agents-universe/agents-universe agent.agents-universe.com Enable agents to learn and work like humans, sharing agent and project memory 29 Claude Code 2 2,435 tok
mennanov/blockwatch Language agnostic linter that keeps your code and documentation in sync and valid 29 Claude Code, Codex, OpenCode 3 2,920 tok
TheWinci/mimirs Local MCP server that gives AI coding agents persistent, searchable memory of your codebas 29 Claude Code 1 1,614 tok
bennypowers/asimonim bennypowers.dev The Design Tokens Multitool. CLI and go library; LSP and MCP; Generator and converter 29 Claude Code 1 1,930 tok
redis-developer/adk-redis redis-developer.github.io Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, 29 Claude Code, Codex, OpenCode 2 259 tok
nicholasglazer/gnosis-mcp gnosismcp.com Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional) 29 Claude Code 1 3,714 tok
nidhinjs/prompt-mini A Claude Code plugin that stops vague prompts before they run. Detects your stack, asks ta 29 Claude Code 1 1,208 tok
AgamiAI/agami-core agami.ai The trust layer between AI and your data. Turns your database schema - messy joins, undocu 29 Claude Code 2 1,070 tok
Z-Bra0/Ski skicli.com Install AI agent skills from Git into Claude, Codex, Cursor, and OpenClaw with a manifest, 29 Claude Code, Codex, OpenCode 2 418 tok
wcollins/packt-netops-ai-workshop 🔧 Build Intelligent Networks with AI 29 Claude Code, Codex, OpenCode 2 1,075 tok
kuhumcst/DanNet wordnet.dk The Danish WordNet. 29 Claude Code 4 576 tok
janwilmake/agent-codemode npmjs.com Let the scripts your coding agent writes call your connected MCP servers (no extra auth) 29 Claude Code 1
omixam/pensamiento-critico Skill para Claude Code que analiza textos argumentativos con el marco Paul-Elder (8 elemen 29 Claude Code 1
netboxlabs/netbox-best-practices Best practices for NetBox API integrations, available for multiple AI coding assistants an 29 Claude Code, Codex, OpenCode 2 3,234 tok
philngt/contextd philngt.github.io Build system for AI coding-agent context. Generate deterministic, explainable context arti 29 Claude Code 13
democratize-technology/chronos-mcp MCP (Model Context Protocol) server for calendar operations 29 Claude Code 1 1,075 tok
Sitecore/xmcloud-starter-js xmcloud-starter-js-chi.vercel.app 29 Claude Code, Windsurf 2 18,405 tok