How real projects configure their agents

23,733 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
itsab1989/ChromIQ itsab1989.github.io GUI for RGB printer ICC profiling — guided 5-step ArgyllCMS workflow, 3D gamut viewer, qua 27 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,732 tok
birgitta410/sensors-cli 27 Claude Code, Codex, OpenCode 8 142 tok
krzysztofsurdy/code-virtuoso Skills, sub-agents, and playbooks for Claude Code, Cursor, and any Agent Skills-compatible 27 Claude Code, Codex, OpenCode 2 5,711 tok
kombohq/company-brain Template for creating a long-term sync hub that checks your company's data sources into Gi 27 Claude Code, Codex, OpenCode 2 386 tok
mtbun/storeshots-mcp npmjs.com Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefi 27 Claude Code, Codex, OpenCode 2 1,916 tok
fawdyinc/shellguard MCP server that gives LLM agents read-only shell access over SSH. Powers Fawdy (fawdy.com) 27 Codex, OpenCode 1 1,616 tok
nokkies/ModbusForge ModbusForge — .NET 8 Avalonia Modbus TCP/RTU/ASCII client/server with simulation, trending 27 Claude Code, Codex, OpenCode 2 1,115 tok
rustfs/launcher rustfs cross-platform launcher 27 Codex, Gemini CLI, OpenCode 2 1,326 tok
worlyung/exegete Hallucination-resistant Bible exegesis for Claude — Greek, Hebrew, English & Korean. 4-sta 27 Claude Code, Codex, OpenCode 2 7,411 tok
coyaSONG/youtube-mcp-server smithery.ai Citation-ready YouTube research for AI agents — transcript search, exact timestamp links, 27 Claude Code, Codex, OpenCode 2 1,611 tok
eigent-ai/agent-skills eigent.ai Open-Source Cowork Agent Skills Collection | High Quality for Exceptional Productivity 27 Claude Code, Codex, OpenCode 2 3,587 tok
Kminer2053/demo-video-skill Demo videos created by coding agents — properly showcase your vibe coding results. 27 Codex, GitHub Copilot, OpenCode 2 1,441 tok
martinholovsky/SOTA-skills probably.group Engineering best practices that AI coding agents actually apply — 40+ skills, from secure 27 Claude Code, Codex, Gemini CLI, OpenCode 3 5,222 tok
cq27-dev/rag-rat rag-rat.cq27.dev Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impa 27 Claude Code, Codex, OpenCode 7 3,033 tok
daften/fireflyiii-mcp daften.github.io Connect any MCP client to Firefly III — 140 tools via stdio (PAT) or HTTP (OAuth 27 Claude Code, Codex, OpenCode 3 14,223 tok
vermont42/iOS-Design-Agent-Skill This is a design-critique skill and plugin that allows coding agents to apply rigorous aes 27 Codex, OpenCode 1 151 tok
deepgram/skills 27 Codex, OpenCode 1 1,592 tok
Embassy-of-the-Free-Mind/sourcelibrary-v2 sourcelibrary.org The world's largest library of translated ancient texts. AI-powered OCR and translation of 27 Claude Code, Codex, OpenCode 5 10,598 tok
linxumoney/cn-ads-skills 🇨🇳 Advertising skills library for AI Agents targeting the Chinese market | Ocean Engine 27 Codex, OpenCode 1 513 tok
BofAI/mcp-server-tron bankofai.io TRON Ecosystem MCP Server 27 Codex, OpenCode 1 1,354 tok
VonTerraProject501c3/slushpile An adversarial job search that gets better as it goes: pool-anchored fit scoring, a resume 27 Claude Code, Codex, Gemini CLI, OpenCode 3 14,227 tok
jasonjgardner/blockbench-mcp-project Example project using the Blockbench MCP plugin 27 Claude Code, Codex, GitHub Copilot, OpenCode 17 1,286 tok
byadsco/meta-ads-mcp MCP server for Meta Ads (Facebook/Instagram) - agency multi-account, cloud-ready 27 Claude Code, Codex, OpenCode 3 5,912 tok
Chael-Chael/dsh-reference-anything npmjs.com The best DeepSeek Harness plugin for referencing anything — an enhanced @ menu for command 27 Codex, OpenCode 1 1,021 tok
liustack/pptwise pptwise.com A real PowerPoint, not a picture or HTML. Tell your AI what to cover and pptwise builds an 27 Claude Code, Codex, OpenCode 2 1,578 tok
blwfish/kicad-mcp MCP server for KiCad — 71 tools for AI-assisted electronics design 27 Codex, OpenCode 1 2,217 tok
jubaoliang/OctopPet A desktop pet for Octop. 27 Codex, OpenCode 1 3,643 tok
ognjeeen/codex-usage-widget codex-usage-widget.ognjen-marinkovic.chatgpt.site Local Windows widget for Codex subscription usage 27 Claude Code, Codex, OpenCode 2 1,228 tok
bgrenat/godot-game-dev-studio powehi.eu Portable Godot 4.7+ game-development skills for Codex, Claude Code, Cursor, and VS Code: G 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 961 tok
bimwright/dwg-mcp MCP gateway for AutoCAD 2022-2027 - text reading, spatial clustering, translation rewritin 27 Codex, OpenCode 1 1,641 tok
ODU33104/rive-mcp Free, editor-less MCP server for Rive: create, edit, inspect, render and live-preview .riv 27 Codex, OpenCode 1 341 tok
dyeoman2/tanstack-start-template tanstack-start-convex.netlify.app TanStack Start template with Convex real-time DB, BetterAuth, Tailwind, ShadcnUI, AI playg 27 Claude Code, Codex, OpenCode 2 2,689 tok
yungwood/ical-filter-proxy yungwood.github.io iCal proxy with support for user-defined filtering rules 27 Codex, OpenCode 1 523 tok
icyleaf/dotfiles icyleaf's dotfiles apply for macOS (includes macos tricks) and Linux 27 Codex, OpenCode 1 170 tok
tonkeeper/ios 27 Claude Code, Codex, OpenCode 2 4,448 tok
thepartly/pgroles thepartly.github.io Declarative PostgreSQL role graph manager. Define roles, memberships, object privileges, a 27 Codex, OpenCode 1 3,123 tok
surrealdb/surrealfs Virtual file system for AI agents built on SurrealDB 27 Claude Code, Codex, OpenCode 8 7,724 tok
vincentlaucsb/svg vincentlaucsb.github.io A simple header-only library for generating SVG files from C++ 27 Codex, OpenCode 1 95 tok
QuantClimate/Impulso impulso.quantclimate.com Bayesian VAR and SVAR models in Python. 27 Claude Code, Codex, OpenCode 6 2,668 tok
edochi/mdvs edochi.github.io Schema inference, frontmatter validation, and semantic search for markdown directories 27 Claude Code, Codex, OpenCode 22 1,642 tok
wr/featherframe featherframe.app ESP32 e-paper frame that renders human-made 1800's art prints for the birds detected in yo 27 Claude Code, Codex, OpenCode 2 4,347 tok
textura-agency/ai-design-vault 27 Claude Code, Codex, Cursor, OpenCode 34 1,571 tok
cardstack/boxel A new approach to building composable software, from Cardstack. 27 Claude Code, Codex, OpenCode 69 8,246 tok
am385/Lineup An app for interacting with your Network TV Tuner, generating XMLTV guides, watching your 27 Codex, GitHub Copilot, OpenCode 2 795 tok
Cyrax321/CONTINUUM continuum-nu-six.vercel.app CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints ( 26 Codex, OpenCode 1 558 tok
hackafterdark/context-sherpa Context Sherpa MCP server provides code mapping, deterministic feedback loops, and tiered 26 Claude Code, Codex, OpenCode 3 2,907 tok
joehaddad2000/claude-todo-emulator This is an MCP server that emulates Claude Code's task management system, providing persis 26 Claude Code, Codex, OpenCode 2 1,441 tok
InDreamer/telegram-codex-bridge Control Codex from Telegram — project-aware sessions, runtime cards, approval flows, and o 26 Codex, OpenCode 1 2,218 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
nvandessel/floop Spreading activation memory for AI coding agents - corrections in, context-aware behaviors 26 Claude Code, Codex, OpenCode 3 3,488 tok