LoLLMs WebUI provides a fully integrated web interface for managing and interacting with local LLMs and multimodal models. It supports text generation and serves as a frontend for running models locally. The project is a Python-based application that enables single-user access to multiple LLM backends through a web interface, with the newer version introducing multi-user support and MCP (Model Context Protocol) compatibility for extended AI tooling.