We apply methods from algebraic geometry to study uniform matrix product states. Our main results concern the topology of locus tensors expressed as uMPS, their defining equations and identifiability. By an interplay theorems algebra, quantum physics we answer several questions conjectures posed by Critch, Morton Hackbusch.