The Decidability Chart in Theoretical Computer Science (TOC) is a visual representation that categorizes problems and languages based on their decidability, indicating whether they can be solved algorithmically or not. It serves as a valuable reference to understand the computational limits and complexities of various problems and languages within the context of formal language theory.