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
DollarDill/beads-superpowers algocents.com Superpowers & Beads task memory for AI coding agents - supports Claude Code, Codex, OpenCo 26 Claude Code, Codex, Gemini CLI, OpenCode 3 6,322 tok
EtanHey/cmuxlayer cmuxlayer.etanheyman.com 10 public MCP tools for controlling cmux workspaces and managing Claude, Codex, Gemini, Ki 26 Claude Code, Codex, OpenCode 2 681 tok
bbhunterpk-ux/memctx memctx.dev Autonomous session memory for Claude Code. Never lose context, never repeat yourself. AI-p 26 Claude Code 1 116 tok
api-platform/skillset api-platform.com API Platform agent skills 26 Claude Code, Codex, OpenCode 2 568 tok
eldermoraes/quarkus-agentic-scaffolding skills.sh Scaffolding skill + always-on conventions (CLAUDE.md/AGENTS.md) for Quarkus + LangChain4j 26 Claude Code, Codex, OpenCode 2 7,073 tok
DennisLiuCk/claude-plugin-marketplace dennisliuck.github.io Claude Code plugin collection providing tools for development, productivity, security, lea 26 Claude Code 1 4,982 tok
geekjourneyx/mind-skills Claude Code skills for fetching curated content from high-quality sources. AI news, menta 26 Claude Code 1 1,239 tok
moellere/WireStudio wirestudio.io Agent-driven design studio for ESPHome-compatible (e.g. ESP32/ESP8266, RP2040) + LoRaWAN d 26 Claude Code 1 511 tok
kevinwatt/ffmpeg-mcp-lite pypi.org MCP server for video/audio processing via FFmpeg - convert, compress, trim, extract audio, 26 Claude Code 2 730 tok
phisanti/MCPR phisanti.github.io MCPR enables AI agents to participate in interactive R sessions for professional analysis 26 Claude Code, Codex, OpenCode 2 3,219 tok
IgorGanapolsky/ThumbGate thumbgate.ai ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-b 26 Claude Code, Codex, Gemini CLI, OpenCode 35 13,154 tok
nvandessel/floop Spreading activation memory for AI coding agents - corrections in, context-aware behaviors 26 Claude Code, Codex, OpenCode 3 3,488 tok
timothywarner-org/ab900 techtrainertim.com AB-900 exam prep + AI study buddy | O'Reilly Live Learning course materials, distilled Mic 26 Claude Code, Codex, GitHub Copilot 6 9,916 tok
habedi/omni-lpr A multi-interface (REST and MCP) server for automatic license plate recognition 🚗 26 Claude Code, Codex, OpenCode 2 1,314 tok
kiliman/codemesh codemeshmcp.com The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP servers with 26 Claude Code 1 1,351 tok
reyamira/aic CLI to fetch the latest changelogs for AI coding assistants — Claude Code, Codex, OpenCode 26 Claude Code 1 907 tok
ESJavadex/claude-homeassistant-plugins Claude Plugins, Skills, Agents Marketplace for Home Assistant 26 Claude Code 1 662 tok
oozoofrog/mcp-baepsae MCP server with direct iOS simulator implementation 26 Claude Code, Codex, OpenCode 8 2,280 tok
Indie-Kit/nextjs-saas-starter indiekit.pro Open Source version of Indie Kit Pro to launch your SaaS in minutes 26 Claude Code 4
mercadopago/mercadopago-claude-marketplace Claude Code plugin marketplace for Mercado Pago payment integrations — checkout, webhooks, 26 Claude Code, Codex, OpenCode 3 1,851 tok
hatch3r/hatch3r docs.hatch3r.com Open-source CLI + editor plugin (Claude Code, Cursor, GitHub Copilot): one command install 26 Claude Code 13 5,121 tok
RohiRIK/OpenLtm Long-Term Memory plugin for Claude Code — semantic search, context injection, session lear 26 Claude Code, Codex, OpenCode 2 1,329 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
johnlindquist/get-rules Downloads .mdc rule files for Cursor from johnlindquist/rules-for-tools repository. 26 Claude Code 1 728 tok
nik1t7n/context-firewall Local-first context firewall for coding agents 26 Claude Code, Codex, Gemini CLI, OpenCode 3 358 tok
aiunlocked1412/boxbox A Claude Code plugin that turns any codebase into a beautiful, zoomable HTML system diagra 26 Claude Code 1 1,046 tok
encoredev/skills encore.dev Agent Skills for development with Encore. 26 Claude Code, Codex, OpenCode 2 2,630 tok
universal-mcp/universal-mcp Universal MCP acts as a middle ware for your API applications. It can store your credentia 26 Claude Code, Codex, Gemini CLI, OpenCode 3 683 tok
withLinda/puppeteer-real-browser-mcp-server Provides AI assistants with powerful, detection-resistant browser automation capabilities 26 Claude Code, Codex, OpenCode 2 10,848 tok
dancolta/subscope Free Claude Code plugin that surfaces buyer-intent Reddit threads with no API key and no R 26 Claude Code 1 3,399 tok
salmanashraf/mobile-ai-agents play.google.com Mobile AI Skills, Agents and workflow to help you build mobile apps and games faster. A co 26 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,914 tok
Desko77/1c-templates-mcp MCP server with semantic search for 1C (BSL) code templates. 2,200+ templates, CRUD web UI 26 Claude Code 1 664 tok
geml-spec/geml geml-spec.github.io One format, two readers. People and AI agents now co-write the same document. Legible for 26 Claude Code 5
alleneee/skill-agent A production-grade AI Agent framework based on FastAPI, supporting 100+ LLM providers, MCP 26 Claude Code, Codex, OpenCode 2 7,219 tok
nirholas/lyra-registry nirholas.github.io Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
FloB95/qrcodly qrcodly.de Free and Open Source QR Code Generator 26 Claude Code 1 2,265 tok
rymurr/signal-mcp 26 Claude Code 1 226 tok
johnlindquist/claude 26 Claude Code 1 672 tok
Ekioo/KittyClaw kittyclaw.dev A kanban board for managing projects with tickets, columns, labels, and activity tracking 26 Claude Code, Codex, OpenCode 2 1,226 tok
LilithGames/a2wave a2wave.ai Turn the agent CLIs you already use into shared services your whole team can call. Natural 26 Claude Code, Codex, OpenCode 6 1,502 tok
VoDaiLocz/kilo-kit-mcp glama.ai An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an 26 Claude Code, Codex, Gemini CLI, OpenCode 3 2,498 tok
Cognitic-Labs/geoskills aivsrank.com Open-source Agent Skills for GEO — 6 skills to diagnose, fix, and monitor AI visibility fo 26 Claude Code 1 1,246 tok
CrowdStrike/foundry-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, depl 26 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,873 tok
SabrinaRamonov/learn-claude-code Free Claude Code recipes for automating your business. No coding required. 26 Claude Code 2
eamanc-lab/fortune-telling-skills 🔮 Zodiac horoscope generator — Claude Code Skill for daily, weekly, and monthly horoscope 26 Claude Code 1 299 tok
VKirill/yandex-direct-docs yandex.ru Complete Yandex Direct documentation in Markdown (509 pages). Strategies, targeting, campa 26 Claude Code 4 266 tok
sdemyanov/retriever retriever-plugin.com Local-first document intelligence plugin for Claude Code 26 Claude Code 1 631 tok
shaqmughal/seekstone seekstone.dev The Obsidian MCP server that needs no plugin, no running Obsidian app — and doesn't blow y 26 Claude Code 1 1,116 tok
crazymsn/academic-scholar-skills nav.meding.site Shendu Yunchuang Technology focuses on developing AI Agents and AI applications to assist 26 Claude Code, Codex, OpenCode 12 397 tok
pc-software-org/huashu-design-en English mirror of alchaincyf/huashu-design — auto-synced via translation pipeline (see too 26 Claude Code 1