AIlice is an autonomous AI agent framework that can interact with users through text and voice. It leverages open-source LLMs as its core reasoning engine and supports MCP (Model Context Protocol) for extensible tool use. The project aims to create a JARVIS-like personal AI assistant that can run locally and autonomously handle complex tasks.