How real projects configure their agents

31,984 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
xWebt/chinese-erotic-fiction-writing General-purpose skill for writing Chinese adult-oriented (H) novels (Hermes Agent skill) — 17 Claude Code, Codex, OpenCode 2 1,931 tok
LokmenoWer/best-cad-mcp Comprehensive AutoCAD MCP server for Windows. It exposes high-level tools for drawing, edi 17 Claude Code, Codex 2
vladm3105/aidoc-flow-framework 17 Claude Code, Codex, OpenCode 2 19,787 tok
EveryInc/google-workspace-mcp-server 17 Claude Code 1 112 tok
dmoskov/shadowsky shadowsky.io 17 Claude Code 22 1,176 tok
marclove/typeforge Basic TypeScript Node.js repository scaffold (no frameworks) with fantastic DX out-of-the- 17 Claude Code, Codex, OpenCode 3 1,663 tok
kot149/zmk-layout-shift ZMK module to dynamically shift keyboard layouts at runtime 17 Claude Code, Codex, OpenCode 2 1,023 tok
langchain4j/langchain4j-cdi Integrating langChain4J with CDI to be able to infuse applications with Ai seamlessly 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,827 tok
floor/vlist vlist.io Accessible, batteries-included ultra efficient virtual list for every framework. Zero deps 17 Claude Code 16
cobbler/cobbler-web cobbler.github.io Our new seperate Angular based web interface for Cobbler 17 Claude Code, Codex, OpenCode 2 2,173 tok
honobonosun/vscode-language-hsp3 A VSCode extension providing HSP3 syntax highlighting and other features 17 Claude Code, Gemini CLI 2 5,246 tok
mcginty/blew A cross-platform BLE Central/Peripheral library, focused on P2P applications 17 Claude Code, Codex, OpenCode 2 7,165 tok
jujunjun110/product-starter 17 Claude Code 11 1,104 tok
Sunbird-Knowlg/knowledge-platform Repository for Knowledge Platform - 2.0 17 Claude Code 7 1,219 tok
ClawForgeAI/clawforge clawforge.co One dashboard for all your AI assistants 17 Claude Code 6 1,992 tok
Veblin/invest-skills A-stock research assistant, for learning purposes only and not for use as a basis for deci 17 Claude Code, Codex, OpenCode 2 8,009 tok
team-mirai-volunteer/video-processor video-processor-webapp.vercel.app A tool for processing videos 17 Claude Code 12 1,170 tok
Eilodon/CALM npmjs.com A live, graph-verified map of your codebase for AI coding agents — real call graphs, compi 16 Claude Code, Codex, OpenCode 7 7,514 tok
appsec-foundry/appsec-advisor Claude Code plugin for code-anchored threat modeling and security architecture review. 16 Claude Code, Codex, OpenCode 4 2,342 tok
connorads/dotfiles @connorads dotfiles 🟢 16 Claude Code, Codex, OpenCode 16 22,014 tok
melodic-software/claude-code-plugins Melodic Software — Claude Code plugin marketplace: reusable, repo-agnostic skills, hooks, 16 Claude Code, Codex, OpenCode 4 470 tok
stackhawk/agent-skills docs.stackhawk.com Security testing skills for AI coding agents. Find and fix exploitable vulnerabilities wit 16 Claude Code 1 2,237 tok
SeanZoR/claude-speed-reader Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting 16 Claude Code 2
thoreinstein/aix thoreinstein.github.io A unified CLI for managing AI coding assistant configurations across platforms. 16 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 4,455 tok
jonlwowski012/copilot-agent-factory Transform any codebase into an AI-powered development environment by automatically detecti 16 Claude Code, GitHub Copilot 17 6,065 tok
InDate/devharness MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - 16 Claude Code 3
jamesbrink/mcp-coroot MCP server for Coroot observability platform - integrate monitoring, troubleshooting, and 16 Claude Code 4 1,769 tok
ranjanrishikesh/taketomarket npmjs.com Marketing OS for developerneurs + solopreneurs (engineers shipping products with zero mark 16 Claude Code, Codex, Gemini CLI, OpenCode 3 7,146 tok
schwepps/skills Claude Code skills marketplace - documentation-based skills that extend Claude Code with s 16 Claude Code 1 925 tok
lunashia/code-generation-skill Top 20 prompts for Chinese AI programming, packaged as a skill to assist Codex/Claude with 16 Claude Code 1 385 tok
khaoss85/mcp-orchestro Transform product ideas into reality with an intelligent orchestration system that bridges 16 Claude Code 5
d4rkNinja/arcforge arcforge.infynon.com Production architecture decisions your AI coding agent can explain, challenge, and prove. 16 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,072 tok
otaviocc/ObsidianMCPServer A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obs 16 Claude Code 1 1,532 tok
prassanna-ravishankar/clearml-mcp lightweight MCP server for ClearML 16 Claude Code 1 780 tok
kvncampos/nautobot_mcp kvncampos.github.io Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Em 16 Claude Code 1
wd041216-bit/zero-api-key-web-search pypi.org Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and pr 16 Claude Code, Codex, Gemini CLI 4 392 tok
cofin/flow Context-Driven Development toolkit for AI agents — spec-first planning, TDD workflow, and 16 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,300 tok
ashlrai/phantom-secrets phm.dev Stop AI coding agents from leaking your API keys. Local proxy + MCP that swaps real secret 16 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,984 tok
fritzprix/role-playing-mcp-server Role-playing game server for MCP. Lets AI assistants create, manage, and narrate interacti 16 Claude Code 1 1,727 tok
demwick/polymarket-agent-mcp npmjs.com The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, marke 16 Claude Code 1 974 tok
jbenshetler/mcp-ragex MCP server for intelligent code search: semantic (RAG), symbolic (tree-sitter), and regex 16 Claude Code 1 832 tok
usk6666/yorishiro-proxy AI-native MITM proxy — MCP server for traffic interception, recording & replay 16 Claude Code 18 8,949 tok
Wolfe-Jam/faf faf.one FAF specification — IANA-registered AI context format (application/vnd.faf+yaml) 16 Claude Code 1 3,182 tok
ovr/vibecoder-connector Bridges the gap between your IDE and your body 16 Claude Code 1 446 tok
karthikyaddana/figma-mcp-free MCP server + Figma plugin that streams live design data to AI coding tools — no API rate l 16 Claude Code, GitHub Copilot 2 887 tok
Storybloq/lenses storybloq.com Multi-lens code review MCP server for Claude Code. 8 specialized reviewers run in parallel 16 Claude Code 1 1,630 tok
dend/guildbridge 🏰 Remotely hosted MCP server for Discord 16 Claude Code 1 1,065 tok
bendrucker/claude My personal plugin marketplace and settings for Claude Code 16 Claude Code 5 2,275 tok
ferdinandobons/diagram-creator-skill Claude Code skill: Turn any input into beautiful architecture diagrams — self-contained HT 16 Claude Code, Codex, OpenCode 2 933 tok
wayne930242/Reflexive-Claude-Code A skills-driven Agentic Context Engineering / Harness Engineering workflow for Claude Code 16 Claude Code 1 667 tok