MV polytopes give a combinatorial model for representation theory of semisimple Lie algebras. They were originally defined in the finite type case using MV cycles in the affine Grassmannian. I will explain how they can be generalized to affine type using generic modules for preprojective algebras. This is joint work with Pierre Baumann and Peter Tingley.