Spherical varieties are a class of varieties with group action that simultaneously generalize toric varieties and flag varieties. In this talk, I will explain a generalization of some results of A. Klyachko and S. Kato to provide "linear algebra" descriptions of categories of equivariant vector bundles on spherical varieties, and discuss some potential applications. This is based on joint work with James Parson.