How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
achenglike/theporndb-mcp 4 Claude Code 9
punitarani/sharebite-mcp MCP Server for https://sharebite.com 4 Claude Code 1 770 tok
jaskaranhundal/usap-skills usap-security.vercel.app Open-source AI cybersecurity agent skills for SOC, incident response, threat hunting, red 4 Claude Code, Gemini CLI 2 2,781 tok
aws-samples/sample-mcp-server-automation 4 Claude Code 1 2,751 tok
pavelsukhachev/mcp-server-coolify 4 Claude Code 1 1,886 tok
dl1683/ickyMCP Multi-tenant RAG MCP Server for semantic document search 4 Claude Code 1 859 tok
eldermoraes/swapi.build swapi.build The Star Wars API and MCP Server. All the Star Wars data you've ever wanted. 4 Claude Code 1 1,594 tok
Evanciel/stellavault npmjs.com Notes die in folders. Stellavault keeps your knowledge alive — 3D knowledge graph, AI sema 4 Claude Code 1 662 tok
GiulioDER/RE-call giulioder.github.io Memory that abstains instead of guessing: agent memory on your own Postgres with a verdict 4 Claude Code, Codex, OpenCode 2 13,129 tok
PrintrFi/printr-mcp printrfi.github.io Printr mcp server for AI agents 4 Claude Code, Codex, OpenCode 5 923 tok
BlueStarSystem/aura-ui aura-ui.com 127 free MIT Blade components for Laravel + Livewire + Alpine + Tailwind 4. Own-the-code C 4 Claude Code, Codex, OpenCode 2 1,418 tok
cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger 4 Claude Code, Codex, OpenCode 2 16,416 tok
flujo-app/mcp-sandbox-computer-vm-for-ai kiln.tech Named Docker and Fly Machine sandbox computers with an MCP App dashboard for AI agents. 4 Claude Code 1 370 tok
manganate006/openlmnp openlmnp.fr OpenLMNP — Logiciel open source de comptabilité LMNP (Location Meublée Non Professionnelle 4 Claude Code 1
p1va/symbols MCP to read, inspect and navigate codebase symbols by connecting to a Language Server 4 Claude Code, Codex, OpenCode 5 2,592 tok
navapbc/rebar Rebar can block work until an AI plan review passes, require signed completion verificatio 4 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,535 tok
theYahia/planfix-mcp npmjs.com MCP server for Planfix — tasks, contacts, project management (Russia). Part of WWmcp — 46 4 Claude Code 1
theYahia/yandex-webmaster-mcp MCP server for Yandex Webmaster — SEO, indexing, search queries (Russia). Part of WWmcp — 4 Claude Code 1
rn-devtools-hub/rn-devtools-hub rn-devtools-hub.github.io The agent runtime for React Native and Expo: an MCP server that sees the app the way React 4 Claude Code, Codex, OpenCode 4 4,962 tok
nikolay-e/diffctx nikolay-e.github.io Smart git diff context for LLMs and AI agents: budgeted fragment selection, deterministic, 4 Claude Code, Codex, OpenCode 2 1,390 tok
nikulk2992-jpg/prismhr-mcp Open-source Model Context Protocol server for PrismHR + agentic AI. Maintained by Simploy. 4 Claude Code 1
saranshbamania/mobile-device-mcp MCP server for AI-powered mobile device control — 26 tools for screenshots, UI inspection, 4 Claude Code 1 3,700 tok
chancegraff/rules-for-claude Hooks, rules, skills, and instructions for use with Claude Code 4 Claude Code 1 1,080 tok
kash-123/cinematic-scroll-landing codex-academy-five.vercel.app Build cinematic, awwwards-style landing pages with seamless scroll choreography — a Claude 4 Claude Code 1 523 tok
wjabanjj/aifp-mcp AiFP Memory-Aware System|MCP service providing shared memory across all AI systems. Chines 4 Claude Code 1 1,145 tok
kud/mcp-trakt kud.io 🎬 Track TV & movies from Claude via Trakt — search, sync, rate, watchlist, check in & scr 4 Claude Code 1 23 tok
gaia-research/gaia-skill-heaven gaia-research.github.io Skill Heaven -- for real software engineers. Agent Plugin that treats your skills like RAM 4 Claude Code, Codex, OpenCode 2 4,346 tok
jeannesulzer/international-criminal-tribunals-skills International Justice and tribunals 4 Claude Code 1 8,065 tok
obeone/claude-skills 🧠 Modular skills for autonomous AI agents. Production-ready Docker & Kubernetes tooling w 4 Claude Code, Codex, OpenCode 2 1,803 tok
Cadasto/openehr-assistant-plugin cadasto.github.io openEHR assistant AI plugin suite with Skills, commands, and MCP server configuration for 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,386 tok
VirajMishra1/loadout npmjs.com Discover, curate, and activate skills across 12 coding agents—then hand off and coordinate 4 Claude Code, Codex, OpenCode 2 173 tok
danpeg/visual-research Analyze any brand's visual identity — a Claude Code skill by Curious Endeavor 4 Claude Code 1 844 tok
m-binimran/design-pack Connector-first Claude Code pack for graphic designers: Figma, Canva, Adobe Firefly, Nano 4 Claude Code 1 380 tok
isatimur/excalidraw-skill-pack excalidraw-skill-pack.vercel.app Make your AI agent argue visually. Universal skill pack for Excalidraw diagrams across Cla 4 Claude Code 1 1,981 tok
aipickgold/md2card aipickgold.com 🎴 Xiaohongshu graphic card generator · Convert Markdown to 3:4 cards with one click · 55+ 4 Claude Code, Codex, OpenCode 2 919 tok
Neetx/ai-research-radar AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems 4 Claude Code, Codex, OpenCode 3 2,905 tok
petar-djukic/writing-skills Claude Code skills for rewriting AI-drafted prose to pass AI detectors: a measured three-s 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,300 tok
bluedusk/html-magazine samples-six-omega.vercel.app Claude Code plugin: Transform content into stunning paginated HTML magazines with editoria 4 Claude Code 1 836 tok
TreatTrick/skill-sync treattrick.github.io ❯ Open-source desktop app to sync Claude Code, Codex, and AI agent skills across computers 4 Claude Code, Codex, OpenCode 2 2,738 tok
alinotfoundbtw/sounding Governance for agent instructions: audit, score, and pin MCP servers, Agent Skills, and pr 4 Claude Code 1 1,750 tok
taipt1504/agent-skills Claude Code plugin for Java Spring backend — 21 skills, 9 agents, 17 hooks, TDD workflow e 4 Claude Code 2 2,818 tok
Mumega-com/mcpwp-claude-plugin 🔌 Claude Code plugin for mumcp — 6 skills + wp-builder agent. Setup guide, 239 tools refe 4 Claude Code 1 500 tok
punt-labs/quarry Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent m 4 Claude Code, Codex, GitHub Copilot, OpenCode 5 11,144 tok
k1lgor/virtual-company This repository contains a collection of **Agent Skills**—standardized, specialized sets o 4 Claude Code 1 6,431 tok
mikececco/mastro mastrofisco.it Copilota open-source per la partita IVA in regime forfettario: calcolo imposta sostitutiva 4 Claude Code 1 1,105 tok
KSEGIT/Version-Sentinel Claude Code plugin that hard-blocks dependency additions, bumps, and downgrades until a fr 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,454 tok
fullymiddleaged/Clawness Claude Code & OpenClaw plugin, with a context-aware rules engine that injects only the rul 4 Claude Code 2 17,519 tok
TMHSDigital/Unity-Developer-Tools tmhsdigital.github.io AI-powered development toolkit for Unity game development in Cursor IDE. 18 skills, 8 rule 4 Claude Code, Codex, Cursor, OpenCode 3 4,818 tok
sj817/claude-code-plugin-hud A clean and minimal Claude Code statusline plugin/A minimal and refreshing statusline for 4 Claude Code 1 1,758 tok
nexiouscaliver/OmniForge OmniForge. Because merge requests deserve more than LGTM. 3 adversarial AI agents tear apa 4 Claude Code 1 1,845 tok