A Morse-Smale complex is a topological structure that decomposes a manifold into cells based on the behavior of a Morse function and its gradient flow, providing a combinatorial representation of the manifold's topology. It is a powerful tool in computational topology and geometry, used for analyzing scalar fields and understanding the global structure of data through critical points and their stable and unstable manifolds.