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
Prismer-AI/k8s4claw The Kubernetes operator where AI agents manage their own infrastructure. Self-healing via 10 Claude Code 1 1,236 tok
slok/gosimov Simple AI agent library in go (general usage but focused on infra/platform tooling automat 10 Codex, OpenCode 1 28 tok
nishantdesai/codex-history Read-only CLI for searching, inspecting, and exporting entire local Codex session history. 10 Codex, OpenCode 1 500 tok
SoftwareSavants/verun verun.dev Parallel Claude Code Agent Orchestrator for macOS 10 Claude Code, Codex, OpenCode 5 1,152 tok
compozy/gograph Go Codebase Graph Analyzer 10 Claude Code, Gemini CLI 2 3,092 tok
Kevin-Liu-01/Sigil-UI sigil-ui-web.vercel.app Opinionated design language + token-driven React components. 31 presets, 70+ components, o 10 Codex, OpenCode 1 5,549 tok
kongsol-83/boardgame-studio An AI board game design studio for Cursor. Turn a one-line idea into BGG reference researc 10 Codex, Cursor, OpenCode 9 3,092 tok
karthikrshet/ClaudeMark Open-source, local-first AI watermark & provenance forensics platform — statistical detect 10 Claude Code, Codex 1 —
meAmitPatil/calendly-mcp-server Open source calendly mcp server 10 Claude Code 1 1,448 tok
badsectorlabs/ludus-skills docs.ludus.cloud [GITLAB MIRROR] AI agent skills Ludus cyber ranges 10 Claude Code, Codex, OpenCode 3 926 tok
cinicu/opencode-dotfiles OpenCode dotfiles — 19 AI agent skills + 8 MCP servers + persistent memory (memory-keeper) 10 Codex, OpenCode 1 218 tok
AnExiledDev/CodeForge codeforge.core-directive.com Drop-in DevContainer that transforms any project into an AI-powered development environmen 10 Claude Code 1 344 tok
lmammino/agent-review-skills Agent skills that facilitate having agents do code reviews on open PRs and the main coding 10 Codex, OpenCode 1 342 tok
Sarthib7/agentsmith sarthib7.github.io Rules, workflows, harness configuration, and skills for agentic engineering. 10 Codex, OpenCode 1 343 tok
uselflabs/android-agent-skills 10 GitHub Copilot 1 4,030 tok
224-Industries/webflow-skills 224industries.com.au Webflow Agent Skills by 224 Industries 10 Claude Code, Codex, OpenCode 2 914 tok
yehyakin/hermes-skills Hermes Agent Skills - A collection of skills for e-commerce livestreaming (competitor anal 10 Claude Code, Codex, OpenCode 2 287 tok
quzhi1/HistoryAgentSkills Use Agent Skills to search history source and answer questions 10 Claude Code, Codex, OpenCode 4 1,363 tok
ImmuneFOMO/fetchira fetchira.dev Free web search, page reading, deep research and image generation for your coding agent - 10 Claude Code 1 1,321 tok
bncc-dev/bncc-pacotes bncc.dev Pacotes bncc (npm/PyPI) e servidor MCP: o dataset bncc-dados consumível em uma linha 10 Codex, OpenCode 1 1,042 tok
ZMR0zhangmouren/DOT.NET-Code-Security-Audit-Platform Self-hosted white-box .NET security audit platform. Loads 38 audit Skills via OpenAI Agent 10 Claude Code 4 10,067 tok
sjarmak/agent-workflows Superseded by coding-agent-workflows. Twenty-one experimental multi-agent workflow skills 10 Claude Code, Codex, OpenCode 2 1,005 tok
v833/q-code q-code.wq1115.com A command-line Agent framework based on the AI SDK, supporting tool calling, Plan Mode, pe 10 Codex, OpenCode 1 10,314 tok
Roxabi/roxabi-plugins Open-source Claude Code plugins by Roxabi — context engineering tools for teams using Clau 10 Claude Code, Codex, OpenCode 3 1,287 tok
yunfeizhu/TDesign-Vue-Next-Skill AI agent skill for TDesign Vue Next - comprehensive guidance for component usage, forms, t 10 Codex, OpenCode 1 938 tok
testdino-hq/testdino-mcp testdino.com A MCP server that bridges TestDino with AI agents such as Cursor and Claude. Navigate test 10 Claude Code 11 4,777 tok
smithersai/webui smithers.sh A skill + CLI that lets agents render React + MDX in a browser window — for plans, diffs, 10 Codex, OpenCode 1 828 tok
techtalk/ai-readiness-assessment techtalk.github.io A self-contained Claude Code & GitHub Copilot plugin that assesses a team's AI readiness a 10 Codex, GitHub Copilot, OpenCode 2 2,900 tok
trayio/tray-plugins Tray Headless — the full Tray platform, in your AI IDE. Official Tray.ai plugins for Claud 10 Codex, OpenCode 1 831 tok
mcrundo/franklin Turn technical books into Claude Code plugins 10 Claude Code 1 693 tok
quangdang46/uefn-verse-mcp MCP bridge for Unreal Editor for Fortnite that lets Claude Code, Cursor, and other MCP cli 10 Claude Code, Codex, OpenCode 2 595 tok
PhialsBasement/mcp-webresearch-stealthified MCP web research server (give Claude real-time info from the web) 10 Cursor 1 62 tok
mohn93/ff-mcp 10 Claude Code 1 1,841 tok
alwaysmeticulous/skills 10 Claude Code 1 14 tok
fugle-dev/fugle-mcp-server 10 Claude Code 1 595 tok
rahulgarg123/openscad-mcp MCP server for OpenSCAD rendering 10 Gemini CLI 1 432 tok
karimodm/angrMCP LLMs that break your binaries apart. MCP for angr framework. 10 Codex, OpenCode 1 1,569 tok
EgorKurito/apple-calendar-mcp 10 Claude Code 1 890 tok
vicgarcia/pinboard-mcp mcp server for pinboard.in bookmark service 10 Claude Code 1 1,153 tok
E-Conners-Lab/NetworkOps_Platform AI-powered network automation via Netbox and Model Context Protocol (MCP). 178 tools for m 10 Claude Code 1 1,284 tok
physics91/openrouter-mcp A Model Context Protocol (MCP) server for OpenRouter API - Access 100+ AI models through a 10 Claude Code, Codex, OpenCode 6 1,088 tok
fahmidme/nano-banana-mcp 10 Codex, OpenCode 1 653 tok
pvoo/bigquery-mcp Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context 10 Claude Code 2 1,465 tok
shacharsol/js-package-manager-mcp Free MCP server for AI-powered JavaScript package management - Works with Claude, Windsurf 10 Claude Code, Cursor 2 1,686 tok
yfe404/proxy-mcp MCP server that runs an explicit HTTP/HTTPS MITM proxy 10 Codex, OpenCode 1 135 tok
Tankatronic/ynab-mcp-server This is an experimental mcp server I made to try to make it easier to use YNAB without lin 10 Claude Code 54 —
nic01asFr/QgisStreamMCP QGIS Desktop as an MCP Server — Full GUI via noVNC, PyQGIS scripting, 1000+ Processing alg 10 Claude Code 1 2,355 tok
alphaplapplap/mcp-memory-service Universal Memory Service implementing MCP for AI assistants - supports Claude Code, Claude 10 Claude Code, Codex, OpenCode 2 4,757 tok
agentience/react-design-systems-mcp A Model Context Protocol (MCP) server that provides comprehensive information about React 10 Claude Code 1 993 tok
hiveforge-sh/hivemind hiveforge.io An MCP (Model Context Protocol) server for Obsidian worldbuilding vaults that provides AI 10 GitHub Copilot 1 2,081 tok