In this paper, we establish a sharp maximal inequality for Morrey spaces with a Radon measure $\mu$ satisfying certain growth condition, which is not necessarily doubling. As an application, we obtain the boundedness of commutators generated by singular integral or fractional integrals with RBMO functions in Morrey spaces.