How real projects configure their agents

24,815 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
fatmali/wormhole fatmali.github.io Wormhole MCP: Collaborative AI Workflow Manager🌀 11 Claude Code, Codex, GitHub Copilot 2 1,448 tok
ai-shifu/skills ai-shifu.com Skills for creating 1v1 interactive courses with AI-Shifu 11 Claude Code, Codex, OpenCode 2 596 tok
mishahanin/heading-os mishahanin.github.io The operating system an executive runs their company from — research, communications, CRM, 11 Claude Code, Codex, OpenCode 5 6,823 tok
sifxprime/kodelyth-ecc ecc.kodelyth.com 70 agents · 196 skills · 103 commands · 44 hook entries · semantic intent routing · self-l 11 Claude Code, Codex, OpenCode 2 3,449 tok
Agentic-Assets/corbis-literature-starter-kit corbis.ai A lightweight Claude Code project for exploring academic literature, brainstorming researc 11 Claude Code, Codex, OpenCode 4 1,775 tok
0xjunha/darc grep-like session search tool for coding agents with Git-backed sharing (Codex, Claude Co 11 Claude Code, Codex, OpenCode 2 743 tok
sublang-ai/boss Delegate dev loops to Claude Code, Codex CLI, or any AI coder. Runs autonomously for hours 11 Claude Code, Codex, OpenCode 3 247 tok
nullhack/temple8 nullhack.github.io Test-driven agent orchestration, templated. Tests authored as the contract, simulated befo 11 Codex, OpenCode 1 2,589 tok
zhanex/legax Mobile-first remote control for coding agents, with self-hosted relay, Telegram support, a 11 Codex, OpenCode 1 690 tok
Global-mindee/WAY W.A.Y? (Who Are You? : I'm not a developer) — a personal AI harness that learns you, not a 11 Claude Code, Codex, OpenCode 16 8,580 tok
ezBuilder/code-brain Persistent memory, BM25 code search, MCP tools, and hook guardrails for AI coding agents — 11 Claude Code, Codex 14 904 tok
mohankrishnaalavala/context-router pypi.org Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 ac 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,235 tok
MountainUnicorn/add getadd.dev ADD — Agent Driven Development. Coordinated AI agent teams that ship verified software. Sp 11 Claude Code, Codex, OpenCode 2 1,279 tok
hrygo/hotplex-legacy hrygo.github.io Archived - see https://github.com/hrygo/hotplex for active development 11 Claude Code, Codex 10 3 tok
Cavalry-Collective/visual-stack cavalry.sg A visual interface for building software with Claude Code/Codex. 11 Claude Code, Codex 1 7,218 tok
adamw7/tools Claude Code enforcer and adopter, context engineering, data oriented tools, compile time s 11 Claude Code, Codex, OpenCode 22 31,454 tok
hiramgabriel1/nightdev_rep Build software from your pocket. A Telegram bot that receives prompts, processes them thro 11 Codex, OpenCode 2 357 tok
dryvist/nix-ai Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one fl 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,139 tok
jimezsa/opencolab opencolab.ai 🐙 Accelerating Scientific Discovery — Turn your research into an always-on autonomous lab 11 Claude Code, Codex, Gemini CLI, OpenCode 3 5,365 tok
EntityProcess/allagents allagents.dev CLI tool for managing multi-repo AI agent workspaces with plugin synchronization across mu 11 Claude Code, Codex, OpenCode 2 2,085 tok
gmx-io/gmx-ai Agent skills for trading perpetuals and swapping tokens on GMX V2. 11 Codex, OpenCode 1 138 tok
johnkozaris/jko-claude-plugins Claude Code plugin marketplace: Rust, ESP32 C++, Python backend, SwiftUI, dead code detect 11 Claude Code, Codex, OpenCode 2 836 tok
n24q02m/better-telegram-mcp mcp.n24q02m.com Telegram for AI agents -- messages, chats, media, and contacts across both bot and full us 11 Claude Code, Codex, OpenCode 2 3,522 tok
devnullvoid/mcp-ssh-session MCP server for persistent SSH sessions 11 Codex, OpenCode 1 2,939 tok
fraylabs/possible possible.sh See what AI made and the recipe behind it: exact prompts, skills, tools and steps. Search 11 Codex, OpenCode 1 225 tok
DefaultPerson/agent-setup Universal setup for Claude Code & Codex CLI — security guard, TTS notifications, status li 11 Claude Code, Codex, OpenCode 2 3,654 tok
carloluisito/mindkeg-mcp A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atom 11 Claude Code, Codex, OpenCode 3 11,155 tok
CyannSHI/ai-interview-kit Engineer user-research methodologies into AI prompts — professional-grade phone interviews 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 911 tok
ashp15205/vibe-coding-essentials The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, 11 Codex, OpenCode 1 1,394 tok
kks0488/vibe-codex Evidence-first workflow skills for Codex CLI: right-sized planning, Two-Strike re-plan, an 11 Codex, OpenCode 1 454 tok
hburaktasyurek/karpathy-interaction-guidelines Behavioral guidelines for LLM tools (AGENTS.md). Installer wires Claude Code, Codex, OpenC 11 Claude Code, Codex, OpenCode 2 1,281 tok
MustafaKadhim/Coding-Agent-Guidelines-Radiotherapy This is my personal coding guidelines optimized for radiotherapy research and inspired by 11 Claude Code, Codex, OpenCode 2 4,472 tok
cyb213/Lab-Zero nikoloz.limon10.com A clone-and-go workspace that gives your AI coding agent a memory — semantic recall, built 11 Claude Code, Codex, OpenCode 16 1,498 tok
tenondecrpc/cc-statusline Claude Statusline: a lightweight Bash + jq statusline for Claude Code with model, context, 11 Claude Code, Codex, OpenCode 2 2,734 tok
Dallionking/agent-goal-skill Claude Code skill that shapes rough goal descriptions into polished /goal prompts for Code 11 Codex, OpenCode 1 857 tok
d13/vscode-web-components-ai marketplace.visualstudio.com Supercharge your AI coding assistants with web component information from your workspace a 11 Codex, OpenCode 1 1,377 tok
bostonaholic/team team.bostonaholic.dev You have been made tech lead. Your team never sleeps. 11 Claude Code, Codex, OpenCode 5 3,963 tok
IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no 11 Claude Code, Codex, OpenCode 2 573 tok
tse-wei-chen/hs-sql-agent sql-agent.net .NET SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded 11 Codex, OpenCode 1 825 tok
joe-broadhead/open-cowork joe-broadhead.github.io Open Cowork is a desktop, cloud and gateway workspace for OpenCode. 11 Codex, OpenCode 1 1,466 tok
yaniv-golan/mcp-bash-framework Portable Bash-only framework for building stdio Model Context Protocol (MCP) servers with 11 Claude Code, Codex, OpenCode 2 1,603 tok
kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 25 122,655 tok
madeindigio/remembrances-mcp madeindigio.github.io A multimodal memory MCP server for made that your AI assistant learn from you and itself. 11 Codex, GitHub Copilot, OpenCode 3 675 tok
Dexter-DAO/dexter-mcp Source for the hosted Dexter and OpenDexter MCP runtimes, including OAuth-bound Wallet, x4 11 Claude Code, Codex, OpenCode 2 1,803 tok
gael55x/Grape npmjs.com Better context transport for AI coding agents. 11 Codex, OpenCode 1 2,431 tok
elbruno/ElBruno.MempalaceNet MemPalace.NET — local-first AI memory in .NET (port of MemPalace) 11 Claude Code, Codex, GitHub Copilot 5 2,605 tok
ConflictHQ/navegador navegador.dev AST + knowledge graph context engine for AI coding agents 11 Claude Code, Codex, OpenCode 2 1,082 tok
trakli/webservice trakli.app AI-native and modern personal income tracking. 11 Codex, OpenCode 1 1,808 tok
juanibiapina/mcpli A command-line interface for interacting with MCP (Model Context Protocol) servers 11 Codex, OpenCode 1 55 tok
pr1m8/haive-mcp pypi.org Dynamic MCP integration for AI agents — search 1,960+ servers, install with HITL approval 11 Claude Code, Codex, OpenCode 2 3,311 tok