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
Moksa1123/taiwan-ecommerce-toolkit Taiwan E-Commerce Integration Toolkit: integrations with 22 e-invoice, payment, and logist 47 Claude Code 1 1,885 tok
renderpci/dedalo dedalo.dev Dédalo: Cultural Heritage & Oral History Management System 47 Claude Code, Codex, OpenCode 18 4,972 tok
agentcommunity/agent-identity-discovery aid.agentcommunity.org Agent Interface Discovery 47 Claude Code, Codex, OpenCode 2 3,102 tok
IlyaGulya/gradle-mcp-server A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects 47 Claude Code 1 183 tok
ooples/mcp-console-automation MCP server for AI-driven console application automation and monitoring 47 Claude Code 1 397 tok
laurynas-biveinis/elisp-dev-mcp Dev tools in Emacs MCP for agentic Elisp development with LLMs 47 Claude Code 1 121 tok
19prince/claude-odoo-builder Turn Claude Code into an Odoo website builder 47 Claude Code 1 426 tok
undergroundrap/UEFN-TOOLBELT fortnite.com UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard 47 Claude Code, Codex, OpenCode 11 10,390 tok
whit3rabbit/camoufox-mcp 47 Claude Code, Codex, OpenCode 2 4,391 tok
darwin/supex SketchUp meets AI Agents 47 Claude Code, Codex, OpenCode 4 2,875 tok
blockscout/mcp-server Wraps Blockscout APIs and exposes blockchain data by Model Context Protocol 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 29 8,468 tok
lightninglabs/wavelength wavelength.lightning.engineering a toolkit for adding self-custodial bitcoin payments to applications and agents 47 Claude Code, Codex, OpenCode 2 4,048 tok
mjthoraval/Weavero mjthoraval.github.io A Zotero plugin with filters, clickable links, bookmarks, tabs management and other improv 47 Claude Code, Codex, OpenCode 11 1,096 tok
GabrielGoldsteinAnidea/HA-Websocket-Stripper Strip noisy websockets from dashboards 47 Claude Code 1 2,977 tok
zebbern/zebbern-kali-mcp MCP server for Kali Linux penetration testing - 121 tools for AI-assisted security testing 47 Claude Code 1 8,684 tok
magic5644/Graph-It-Live magic5644.github.io Graph-It-Live VS Code Extension 47 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,026 tok
mcpware/pagecast Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg 47 Claude Code 1
gridaco/nothing nothing.graphics A 2D graphics engine. 47 Claude Code, Codex, OpenCode 18 3,479 tok
kcleto-ai/growth-os-skills kcleto-ai.github.io Framework de apoio 47 Claude Code, Codex, OpenCode 22 2,945 tok
davidbuenov/dbv-md-reader davidbuenov.github.io Lector nativo de Markdown (.md) para Windows, Linux y macOS, ultra-ligero de lectura y ed 47 Claude Code, GitHub Copilot, Gemini CLI, Windsurf 11 889 tok
abisheikM1/Tribunal 47 Claude Code 1 2,264 tok
ryanmazzolini/minimal-godot-mcp Lightweight MCP server bridging Godot LSP to MCP clients for GDScript validation 47 Claude Code, Codex, OpenCode 2 306 tok
numen-tech/slopornot slopornot.ai Agentic AI Humanizer Skill for Codex, Claude and OpenClaw: Bypass AI Detectors 47 Claude Code, Codex, OpenCode 2 3,685 tok
CaesiumY/ko-design-md getdesign.kr An open catalog of Korean brand design systems organized in Stitch v0.1 Markdown — an open 47 Claude Code 1 6,616 tok
OpenCoven/coven opencoven.ai Local-first runtime for project-scoped AI coding-agent sessions, with durable state, autho 47 Claude Code, Codex, OpenCode 2 1,820 tok
zhanglongxiao111/indesign-cli Agent-native CLI for Adobe InDesign automation — 150 tools, HTML ↔ InDesign conversion, an 47 Claude Code, Codex, OpenCode 18 6,211 tok
microsoft/azure-devops-skills Sample skills and prompt patterns demonstrating how to use the Azure DevOps MCP Server wit 47 Claude Code, Codex 7
githubnext/gh-aw-workshop githubnext.github.io Hands On Workshop for GitHub Agentic Workflows 47 Claude Code, Codex, OpenCode 9 3,369 tok
yoichiojima-2/consultant 50+ consulting frameworks used by McKinsey, BCG, Bain, and Accenture — packaged as a Claud 47 Claude Code 1 430 tok
opslane/opslane docs.opslane.com Opslane finds the bugs your users run into by watching real user sessions, and writes the 47 Claude Code, Codex, OpenCode 4 1,451 tok
MrPunyapal/laravel-auditor mrpunyapal.github.io Evidence-based audit methodology and read-only Laravel context tools for existing AI codin 47 Claude Code, Codex, OpenCode 7 698 tok
tacyan/zaivern-code zaivern.com Zaivern Code — Rust-native AI cockpit editor 47 Claude Code, Codex, OpenCode 2 23,470 tok
workos/skills 46 Claude Code, Codex, OpenCode 2 3,300 tok
matsest/lazyazure The lazy way to view your Azure resources. TUI for drilling down into Azure subscriptions 46 Claude Code, Codex, OpenCode 2 9,566 tok
alp82/aistack aistack.to Like Stackshare but for AI 46 Claude Code, Codex, OpenCode 3 5,118 tok
lihaoze123/cptracker competitive-programming-tracker.netlify.app 46 Claude Code, Codex, OpenCode 15 153 tok
ebowman/mcp-server-things A rich MCP server for Things 46 Claude Code, Codex, OpenCode 7 24,336 tok
kylehughes/the-unofficial-swift-programming-language-skill The Swift Programming Language, packaged as a Skill for LLMs. 46 Claude Code, Codex, OpenCode 2 1,021 tok
amaar-mc/wit Agent coordination protocol — declare intents, lock symbols, detect conflicts before code 46 Claude Code 1 770 tok
nattergabriel/reseed reseed.sh A CLI tool for managing and distributing agent skills across projects 46 Claude Code 1 1,044 tok
ctxray/ctxray getreprompt.dev See how you really use AI — X-ray your AI coding sessions locally 46 Claude Code 1 2,996 tok
kOlapsis/herald kolapsis.github.io The self-hosted MCP bridge between Claude Chat and Claude Code. 46 Claude Code 1 6,216 tok
NYCU-Chung/claude-line-channel LINE Messaging API channel plugin for Claude Code 46 Claude Code 1 1,159 tok
VibeCodingWithPhil/agentwise agentwise-docs.vercel.app Multi-agent orchestration for Claude Code with 15-30% token optimization, self-improving a 46 Claude Code 60 4,573 tok
miounet11/ccjk npmjs.com Doctor + quick operator for Clavue / Claude Code / Codex / Grok CLI — scans configuration 46 Claude Code, Codex, OpenCode 10 289 tok
beautyfree/skiller skiller.download AI agent skills manager for Claude Code, Cursor, Codex and more — install, sync, and manag 46 Claude Code 1 1,666 tok
Anuj7411/sipcode anuj7411.github.io Keep Claude Code context clean. Open-source toolkit: drift detection, re-read dedup, integ 46 Claude Code 1 362 tok
acostanzo/quickstop A Claude Code plugin marketplace 46 Claude Code 3 368 tok
toolprint/just-mcp toolprint.ai Share the same project justfile tasks with your AI Coding Agent. 46 Claude Code 2 3,858 tok
gauthierdmn/nominal-code Automated code reviews posted inline on your pull requests — GitHub and GitLab, any LLM pr 46 Claude Code 3