Want a ChatGPT-like experience where your AI can search the web, read your files, query databases, and run code? Open WebUI + MCP makes it possible - all running locally on your hardware. The Model Context Protocol (MCP) is an open standard that lets AI connect to external tools. Open WebUI supports MCP natively, turning your local Ollama setup into a tool-equipped AI assistant. Prerequisites GPU: RTX 3060 12GB or better (for Qwen3 14B at Q8) Software: Docker + Docker Compose Time: ~25 minutes s