How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
openstory-so/openstory openstory.so Open-source AI-powered video sequence platform built with TanStack Start 695 Claude Code, Codex, OpenCode 14 12,964 tok
milind-soni/tiptour-macos supamaus.com Open-Source fast local computer use 695 Claude Code, Codex, OpenCode 2 2,593 tok
swamp-club/swamp Stinemates, Watson, Adam, Mahir, Paul 694 Claude Code, Codex, OpenCode 11 4,428 tok
mondaycom/vibe vibe.monday.com 🎨 Vibe Design System - Official monday.com UI resources for application development in Re 693 Claude Code 2 1,314 tok
mnemon-dev/mnemon mnemon.dev LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowled 693 Claude Code, Codex, OpenCode 2 723 tok
mhattingpete/claude-skills-marketplace Claude Code Skills for software engineering workflows - Git automation, testing, and code 692 Claude Code 3 4,792 tok
s2-streamstore/cachey cachey.dev Read-through cache for object storage 692 Codex, Gemini CLI, OpenCode 2 348 tok
aovestdipaperino/tokensave The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ l 691 Claude Code, Codex, OpenCode 1 6,092 tok
Regncreative/Pulse pulse.regncreative.com Read-only Windows diagnostics: the Event Log in plain language, blue screens explained. Of 691 Codex, OpenCode 1 1,051 tok
DamianB-BitFlipper/proton-drive-sync Local folders, automatically synced to Proton Drive. (Unofficial Sync Client) 691 Codex, OpenCode 1 1,563 tok
kunchenguid/dotfiles Kun's dotfiles for agentic engineering 688 Claude Code, Codex, OpenCode 3 242 tok
Bayselonarrend/OpenIntegrations openintegrations.dev A set of integration tools for popular services and technologies for 1C:Enterprise, OneScr 688 Codex, OpenCode 1 5,815 tok
utilForever/RosettaStone utilforever.github.io Hearthstone simulator using C++ with some reinforcement learning 687 Codex, OpenCode 1 3,108 tok
devoxx/DevoxxGenieIDEAPlugin genie.devoxx.com DevoxxGenie is an agentic plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio 687 Claude Code, Codex, Gemini CLI, OpenCode 3 4,707 tok
MagicCube/helixent Helixent is a small library for building ReAct-style AI agent loops based on the Bun stack 687 Claude Code, Codex, OpenCode 3 1,633 tok
witchan/ios-mcp iOS MCP: MCP management tool for jailbroken iPhones, enabling developers and AI agents to 685 Codex, OpenCode 1 6,883 tok
ran-isenberg/aws-lambda-handler-cookbook ran-isenberg.github.io This repository provides a working, deployable, open source-based, serverless service blue 684 Claude Code 2 643 tok
robzilla1738/supergoal Plan and autonomously build a software task end-to-end. One ready-to-paste /goal, adaptive 684 Claude Code, Codex, OpenCode 2 6,733 tok
dekart-xyz/geosql A Claude/Codex skill for geospatial data 684 Codex, OpenCode 1 321 tok
nicobailon/surf-cli The CLI for AI agents to control Chrome. Zero config, agent-agnostic, battle-tested. 684 Claude Code, Codex, OpenCode 2 —
DataScienceUIBK/Rankify rankify.readthedocs.io 🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmen 683 Cursor 1 1,099 tok
shotgun-sh/shotgun shotgun.sh Spec Driven Development 🤠 Write codebase-aware specs for AI coding agents so they don't d 683 Claude Code 4 3,724 tok
framerslab/agentos docs.agentos.sh TypeScript AI agent framework: cognitive memory, dynamic personalities, emergent behaviors 683 Claude Code, Codex, OpenCode 2 2,011 tok
copperheadhq/copperhead copperhead.sh Hardware as fast as software. 683 Claude Code, Codex, OpenCode 16 2,410 tok
stlab/stlab stlab.cc ASL libraries will be migrated here in the stlab namespace, new libraries will be created 682 Claude Code, GitHub Copilot 2 4,052 tok
modiqo/skillspec skillspec.sh SkillSpec makes agent skills followable, testable, and provable with Doctor risk reports, 679 Claude Code 6 —
lablup/backend.ai backend.ai Backend.AI is a streamlined, container-based computing cluster platform that hosts popular 679 Claude Code, Codex, OpenCode 18 2,675 tok
typedef-ai/fenic fenic.ai Semantic DataFrames for humans and agents 679 Claude Code, Codex, OpenCode 6 1,834 tok
SonarSource/sonarqube-mcp-server sonarsource.com Official SonarQube MCP Server for code quality and security in AI agents 679 Codex, OpenCode 1 2,529 tok
bryanyzhu/agentic-ai-system-course Use agent to learn agent - A skeleton course on how to design, build, and operate producti 679 Claude Code, Codex, OpenCode 3 7,760 tok
rusiaaman/wcgw Shell and coding agent on mcp clients 678 Claude Code 1 451 tok
dereknguyen269/programing-best-practices dereknguyen269.github.io Awesome Programming Best Practices for Beginners 678 Claude Code, Codex, Kiro, OpenCode 3 935 tok
invertase/docs.page docs.page Instantly serve markdown from any GitHub branch as modern, agent-ready docs, with AI chat, 678 Codex, OpenCode 1 765 tok
vz-risk/VCDB VERIS Community Database 677 Claude Code 2 1,089 tok
AgriciDaniel/claude-youtube agricidaniel.com Claude Code skill for YouTube creators — channel audits, video SEO, retention scripts, thu 677 Claude Code 1 599 tok
adhikasp/mcp-client-cli A simple CLI to run LLM prompt and implement MCP client. 676 Codex, OpenCode 1 1,472 tok
JuliusBrussee/cavemem caveman.so Frozen — cross-agent persistent memory for coding assistants. Still works; the compressed- 676 Claude Code 1 1,990 tok
ktnyt/cclsp npmjs.com Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integratio 676 Claude Code 8 1,391 tok
crawlseo/crawlseo crawlseo.cloud Open-source SEO monitoring. GSC + Site Crawler + Core Web Vitals in one dashboard. 676 Claude Code, Codex, OpenCode 2 690 tok
microsoft/copilot-camp Hands-on labs for extending Microsoft 365 Copilot and building custom engine agents 676 Claude Code, Codex, GitHub Copilot 2 649 tok
teilomillet/gollm docs.gollm.co Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with f 675 Codex, OpenCode 1 294 tok
nubenetes/awesome-kubernetes nubenetes.com A curated list of awesome references collected since 2018. 675 Claude Code, Gemini CLI 3 13,791 tok
allenai/vla-evaluation-harness allenai.github.io One framework to evaluate any VLA model on any robot simulation benchmark. 675 Claude Code, Codex, OpenCode 2 1,320 tok
Wangnov/Codex-App-Manager codexapp.agentsmirror.com Cross-platform installer, incremental updater, and clean uninstaller for the official Code 675 Claude Code 1 1,249 tok
genomoncology/biomcp biomcp.org BioMCP: Biomedical Model Context Protocol 674 Claude Code, Codex, OpenCode 2 2,117 tok
PaulDuvall/ai-development-patterns paulduvall.github.io A comprehensive collection of AI development patterns for building software with AI assist 673 Claude Code, Codex, OpenCode 2 2,112 tok
mario-andreschak/FLUJO try.flujo.com.co Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJ 673 Claude Code, Codex, OpenCode 2 413 tok
ViewComfy/ViewComfy viewcomfy.com ViewComfy is a open source tool to help you create beautiful web apps from ComfyUI 673 Claude Code, Codex, OpenCode 4 1,875 tok
Bessouat40/RAGLight raglight.mintlify.app RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy 672 Claude Code, Codex, OpenCode 2 1,305 tok
cloudinary/cloudinary_npm cloudinary.com Upload, transform, optimize, and manage images and videos with Cloudinary from Node.js. 672 Claude Code, Codex, OpenCode 2 771 tok