How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
tebjan/vvvv-skills vvvv.org Skills to help AI Agents master the vvvv gamma ecosystem 32 Claude Code 1 987 tok
KreerC/ACCESSIBILITY.md SKILL.md for web accessibility by real accessibility experts. Make sure your AI agents dev 32 Codex, OpenCode 1 75 tok
zhengyanglsun/iflow-search-js Official JavaScript SDK and integrations for iFlow Search 32 Claude Code 1 2,412 tok
SUSE/suse-ai-up A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, p 32 Codex, OpenCode 1 1,026 tok
Uncle-Gao/Live-Translator-Hub One-click localization for Cursor and Claude, covering all pages, with an AI translation e 32 Claude Code, Codex, Gemini CLI, OpenCode 4 2,870 tok
tbdavid2019/openclaw-docs-skill Automatically updated daily, giving your LLM the ability to handle OpenClaw issues. This i 32 Claude Code, Codex, GitHub Copilot 8
tomtorggler/hevy-mcp-server hevy.tomt.it 32 Claude Code 1 4,671 tok
joshuadanpeterson/enhanced-dash-mcp 🚀 Intelligent MCP server bridging Claude AI with Dash (macOS documentation browser). Tran 32 Codex, OpenCode 1 337 tok
shanraisshan/shanraisshan linkedin.com Software Architect @ disrupt.com | Agentic Workflows - Claude Code / Codex CLI | AI-First 32 Claude Code 30 732 tok
frmoretto/hardstop Don't let AI destroy your hard work! HardStop is a rock-solid protection for AI-generated 32 Claude Code, Codex, OpenCode 2 2,887 tok
VikrantSingh01/adaptive-cards-mcp npmjs.com AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards 32 Codex, OpenCode 1 5,122 tok
agentculture/reachy-mini-mcp agentculture.github.io An MCP to control Reachy Mini server or sim 32 Claude Code 20 3,709 tok
Manikantareddy941-hash/-caveman 32 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
sivaprasadreddy/sdd-skills Agent Skills for Spec Driven Development 32 Claude Code, Codex, OpenCode 2 885 tok
dengmengmian/muxlayer dengmengmian.github.io The local model control layer for coding agents. Route, convert, fail over, and trace mode 32 Codex, OpenCode 1 817 tok
prakrititz/relayBrain relay-brain.vercel.app Coordination and context layer for AI coding agents. Shared file locks, live patch sync, a 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,392 tok
nirholas/github-to-mcp nirholas.github.io Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, Grap 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 872 tok
SergKam/FlyCrys Native Linux GUI for Claude Code agents. Rust + GTK4. Fast, light, no Electron. 32 Codex, OpenCode 1 3,102 tok
joestump/claude-plugin-sdd joestump.github.io Spec-Driven Development for Claude Code — ADRs, OpenSpec specs, sprint planning, parallel 32 Claude Code 2 1,446 tok
ivan-magda/swift-security-skill AI agent skill for secure credential storage & cryptography on Apple platforms - Keychain 32 Claude Code, Codex, OpenCode 2 847 tok
haymon-ai/dbmcp dbmcp.haymon.ai Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redacti 32 Claude Code 1 1,801 tok
matlab/mcp-framework-matlab-production-server mathworks.com Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server 32 Claude Code 2
julianoczkowski/product-manager A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the P 32 Claude Code, Codex, OpenCode 2 2,073 tok
markmhendrickson/neotoma neotoma.io Shared, governed system of record for human-agent systems 32 Claude Code, Codex, OpenCode 3 1,933 tok
bxmaximum/bitrix-framework-skills bxmax.ru AI skills for Bitrix Framework (D7): ORM, controllers, routing, caching, and security. npx 32 Codex, OpenCode 1 1,650 tok
PangenomeAI/academic-skills-food-nutrition Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, 32 Codex, OpenCode 1 2,174 tok
aenix-io/aeman A short-term planning system for engineering teams — keep engineers focused, run daily spr 32 Claude Code 1 1,997 tok
IvanMurzak/Unreal-MCP ai-game.dev AI Game Developer for Unreal Engine — MCP plugin (C++ editor plugin + .NET bridge), unreal 32 Claude Code 1 7,108 tok
ur-grue/autopunk-media-skills ur-grue.github.io 400+ free AI skills and 9 agents for media professionals — journalists, producers, podcast 32 Claude Code 1 4,869 tok
sigee-min/ashfox ashfox.io Assets as Code for voxel games. Define models, textures, and sounds in code. Version them 32 Codex, OpenCode 1 178 tok
triuzzi/brave-devtools-mcp npmjs.com Full Chrome DevTools MCP parity, rebuilt for Brave. Browser automation and debugging for C 32 Codex, OpenCode 1 971 tok
nicolasmelo1/software-factory A method for building software with agents, packaged as a single binary. Every rule that m 32 Codex, OpenCode 1 2,050 tok
bamboo-nova/meiseki AI Agent Plugin that strips away complex syntax from Japanese documents written by AI and 32 Claude Code 2
DemoMacro/office-open office-open.com Create Word, Excel, and PowerPoint files (.docx, .xlsx, .pptx) from plain JSON or fully ty 32 Claude Code 1 3,350 tok
sseshachala/conductai conductai.ai Runtime governance for AI agents. Allow, warn, or block every model and tool call before i 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 11 5,712 tok
drleadflow/ghl-automation-builder Programmatic GHL workflow builder — reverse-engineered internal API with 95 actions, 93 tr 32 Claude Code 3 1,572 tok
Tyleraltight/SafeExamBrowser_bypass A toolkit for running Safe Exam Browser inside a VMware virtual machine. (via IL patching) 32 Claude Code 1 1,289 tok
Avick3110/houseCARL Comprehensive data-layer access to your Skyrim SE load order: read any record, author patc 32 Claude Code, Codex, OpenCode 9 1,692 tok
PerryLink/dsh-doublecheck npmjs.com Double-check before you ship: grill the requirements, test the implementation, prove the d 32 Codex, OpenCode 1 1,858 tok
joneqian/claude-skills-suite Claude Skill collection 32 Claude Code 1 1,192 tok
buttondown/docs docs.buttondown.com Buttondown's public documentation 32 Claude Code, Codex, OpenCode 2 91 tok
future-architect/uzomuzo-oss Dead code doesn't get patched. Detect abandoned & end-of-life dependencies that SCA tools 32 Claude Code, Codex, GitHub Copilot, OpenCode 37 22,632 tok
svitrix/svitrix-firmware svitrix.github.io 32 Claude Code 14 3,384 tok
Mergifyio/mergify-cli mergify.com Mergify CLI tool 31 Claude Code, Codex, OpenCode 2 3,339 tok
TT-Wang/memem A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons 31 Claude Code 1 3,907 tok
SimpleEve/eo-skills AI-native software delivery workflow for Claude Code and Codex: design, change, implement, 31 Claude Code, Codex, OpenCode 2 1,265 tok
DumplingAI/mcp-server-dumplingai MCP (Model Context Protocol) server for Dumpling AI 31 Claude Code 1 70 tok
alexanderop/mcp-server-starter-ts A minimal TypeScript starter template for building Model Context Protocol (MCP) servers. 31 Claude Code 3 800 tok
klever-io/mcp-klever-vm MCP server for Klever blockchain smart contract development 31 Claude Code 1 1,840 tok
rustic-ai/codeprism rustic-ai.github.io An experimental, 100% AI-generated, high-performance code intelligence server providing AI 31 Codex, OpenCode 1 655 tok