The Stieltjes transform is an integral transform that generalizes the Laplace transform and is used to study distributions of measures, especially in spectral theory and random matrix theory. It provides a powerful tool for analyzing the asymptotic behavior of eigenvalue distributions and is essential in understanding the properties of complex systems through their spectral measures.