The Axum Official Starter repository is a foundational template for building web applications using the Axum framework in Rust. It provides a basic structure and example code to help developers get started with creating web servers and handling routes and requests efficiently. The repository serves as a practical guide for setting up an Axum project without extensive customization or advanced features.