Morse functions are smooth functions on a manifold that help in understanding its topology by analyzing critical points where the function's derivative vanishes and the Hessian is non-degenerate. These functions are pivotal in Morse theory, which relates the topology of the manifold to the behavior of these critical points, providing a powerful tool for understanding the manifold's structure and shape.