How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
AccountZero/elon-stack Five rules that stop a coding agent from optimizing things that should not exist. 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,357 tok
jgiox/goodvibes One command. Production-grade project. No config. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode, Windsurf 16 12,349 tok
flagskit/flagskit Feature flags for React and TypeScript. Percentage rollout, user targeting, type-safe — no 5 Claude Code, Codex, OpenCode 8 1,670 tok
williamisnotdefined/rubiks-cube-solver 5 Claude Code, Codex, GitHub Copilot 28 40,799 tok
legendtkl/agents-md-polish a skill to polish AGENTS.md for coding agent better context. 5 Claude Code, Codex, OpenCode 2 517 tok
mr-light-show/remote-pianobar 6xq.net Console-based pandora.com player 5 Codex, Cursor, OpenCode 3 2,632 tok
fokkerone/superspecs 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 28 1,504 tok
chaichiang/gtm-expert Source-traceable GTM diagnosis, expert perspectives, and actionable experiments. 5 Claude Code, Codex, OpenCode 2 479 tok
Korner83/ai-development-methodology korner83.github.io Markdown + git methodology for human and AI software teams: planning, Definition of Done, 5 Codex, OpenCode 1 802 tok
LBT-AI/toolnet-memory 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,446 tok
OITApps/oitvoip-mcp-server OITVOIP MCP Server for NetSapiens Platform Integration - Comprehensive MCP server providin 5 Claude Code, Codex, OpenCode 2 486 tok
codeprimate/math-mcp MCP server providing symbolic mathematics for Cursor AI and Claude Desktop. Solve equation 5 Codex, OpenCode 1 1,069 tok
Leo-maomao/pm-copilot Product manager AI Agent workflow kit for generating PRDs, tracking plans, clickable proto 5 Claude Code, Codex, OpenCode 2 534 tok
yapota2018/affaan-m-everything-claude-code 5 Claude Code, Codex, OpenCode 58 —
claude-office-skills/claude-wps-word-plugin WPS Office Word AI document assistant — write, polish, and format documents using natural 5 Codex, OpenCode 1 917 tok
ystreibel/logseq-wiki Skill-based framework for building and maintaining a Logseq knowledge base using AI coding 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 44 5,599 tok
douglance/sdlc-plugin Skill-centric SDLC plugin for Claude Code: lifecycle phases as skills routing to specializ 5 Claude Code, Codex, OpenCode 2 424 tok
napalmpapalam/skills A personal Claude Code plugin marketplace — a registry of plugins bundling skills, command 5 Claude Code, Codex, OpenCode 2 1,632 tok
sebmartin/ai-workspace-plugin A structured workspace for AI-assisted development with Claude Code. Manage long-running d 5 Claude Code, Codex, OpenCode 3 2,225 tok
racecraft-lab/racecraft-plugins-public code.claude.com Open-source Claude Code plugins from Racecraft Lab 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 50 5,825 tok
karlorz/llm-wiki Multi-skill Claude Code plugin for Karpathy-style interlinked markdown knowledge bases. He 5 Claude Code, Codex, OpenCode 2 1,301 tok
krzemienski/proofpunk krzemienski.github.io Proofpunk — execution-first delivery plugin for Claude Code, oh-my-pi (OMP), and OpenCode. 5 Claude Code, Codex, OpenCode 2 1,572 tok
ArabAgentSkills/arab-payments-skill-atlas AI agent skill atlas for safer Arab/MENA payment and BNPL integrations. 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 803 tok
bop-clocktower/canary Canary — AI-powered test automation agent. Generate, review, recommend, and de-flake tests 5 Claude Code, Codex, OpenCode 7 28,135 tok
sandraschi/tailscale-mcp Operate your tailnet from AI tools using the Tailscale Admin API via FastMCP and webapp 5 Claude Code, Codex, Cursor, OpenCode 4 1,645 tok
jokull/agent-cms Agent-first headless CMS on Cloudflare Workers. MCP-driven schema + content management, Gr 5 Claude Code, Codex, OpenCode 2 720 tok
pc035860/scratchpad-mcp lAn MCP server that provides shared scratchpads for Claude Code agents to collaborate and 5 Claude Code, Codex, OpenCode 2 1,882 tok
washyu/homelab_mcp MCP Server for intelligent infrastructure management for your Homelab 5 Claude Code, Codex, OpenCode 2 3,107 tok
bitbankinc/bitbank-lab-mcp Experimental MCP Server 5 Claude Code, Codex, Cursor, OpenCode 7 2,664 tok
eddinsw/amp-mcp-server A simple MCP server that wraps CubeCoders Application Management Panel 5 Codex, OpenCode 1 4,023 tok
Luko248/css-first 5 Codex, OpenCode 1 611 tok
aspose-words/Aspose.Words-MCP Aspose.Words MCP Server 5 Codex, OpenCode 1 792 tok
Jelloeater/activitywatch-mcp-server-py ActivityWatch MCP Server 5 Codex, OpenCode 1 3,362 tok
joaovjo/linkedin-mcp-server-ts 5 Claude Code, Codex 14 —
123pc/Geogebra_mcp A tool that can help cc/ codex to use geogebra 5 Claude Code, Codex, OpenCode 2 580 tok
Knuckles-Team/media-downloader Download videos and audio from the internet! Out of the box A2A Server and MCP Server 5 Claude Code, Codex, OpenCode 2 4,371 tok
ramm/fantastical-cli Fantastical CLI and MCP 5 Codex, OpenCode 1 3,895 tok
JVinceW/uasset-reference-memory-mcp 5 Claude Code, Codex, OpenCode 2 387 tok
JochenYang/agent-comm-hub One local endpoint, any MCP-capable agent — MiniMax Code, Claude Code, opencode, Codex, Ge 5 Codex, OpenCode 1 8,634 tok
dstrupl/vardoger Personalize AI coding assistants (Cursor, Claude Code, Codex, OpenClaw, Copilot CLI, Winds 5 Codex, OpenCode 1 1,510 tok
Walvez/grok-subagent Use the official Grok Build CLI as a controlled external subagent for Codex via ACP and MC 5 Codex, OpenCode 1 591 tok
godlewis/zendao-mcp ZenTao MCP Server 5 Claude Code, Codex, OpenCode 5 286 tok
mbk-dev/okama-mcp MCP server providing investment analysis tools backed by the okama Python library 5 Claude Code, Codex, OpenCode 6 2,096 tok
nuxeo/nuxeo-mcp-server Nuxeo MCP Server 5 Codex, OpenCode 1 5,048 tok
GabrielBBaldez/Notify-Hub gabrielbbaldez.github.io One API. Every channel. Unified notification library for Java and Spring Boot. 5 Claude Code, Codex, OpenCode 2 5,475 tok
u2n4/video-url-analyzer-mcp MCP server to analyze YouTube, TikTok & Instagram videos from URL — transcripts, AI insigh 5 Claude Code, Codex, OpenCode 2 3,962 tok
Lipdog/fossick-mcp pypi.org Search all of GitHub from your AI agent — find libraries, drill into repos, search code pa 5 Claude Code, Codex, OpenCode 2 2,349 tok
The-40-Thieves/codecalc the40thieves.dev Universal code & logic calculator for AI models: 51 MCP tools across 31 languages. Rust-sa 5 Claude Code, Codex, OpenCode 2 222 tok
jack1590/RokuMCP Roku MCP Server -- A Model Context Protocol (MCP) server that enables LLM-driven automatio 5 Codex, OpenCode 1 2,836 tok
p1va/symbols MCP to read, inspect and navigate codebase symbols by connecting to a Language Server 5 Claude Code, Codex, OpenCode 5 2,592 tok