The LLM Transparency Tool is an open-source visualization and analysis platform for inspecting how transformer-based language models process information internally. It renders interactive contribution graphs showing how tokens influence each other through attention heads and FFN blocks, lets users trace neuron activation patterns across layers, and projects token representations onto the output vocabulary to reveal which tokens were promoted or suppressed. Built with Streamlit and React, it supports multiple models through TransformerLens integration.