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Harbor

One command to deploy a complete pre-wired LLM stack with hundreds of AI services

★ 3,146 GitHub Apache-2.0 aiautomationclidockerllmself-hostedmcphomelab Automation Tools

Overview

Harbor is a powerful CLI tool that lets you deploy a complete, pre-configured LLM and AI stack with a single command. It includes hundreds of services—from popular LLMs and vector databases to MCP servers and agent frameworks—all pre-wired and ready to use. Whether you're running a homelab, developing AI applications, or exploring the latest models, Harbor eliminates the tedious configuration work so you can focus on building.

Requirements

Min vCPU
2
Min RAM
4096 MB
Min Disk
10 GB
Rec vCPU
4
Rec RAM
8192 MB
Rec Disk
20 GB

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Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  harbor:
    image: av/harbor:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/harbor:/data

Best VPS for Harbor →

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Guides & articles

Getting Started with Harbor: A Step-by-Step Tutorial

Follow this practical tutorial to install Harbor, start your first LLM stack, add web search and voice, and use it with coding agents - all in minutes.

Jul 25, 2026

Harbor: One Command to Deploy Your Complete AI Stack

Harbor lets you deploy a complete pre-wired LLM stack with hundreds of AI services using a single command. Learn about its architecture, features, and available services.

Jul 25, 2026