Abstract. We calculate the monodromy groups of some universal families of abelian varieties with real multiplication by Q(cos 2π r ), over certain Hilbert type modular varieties over finite fields. Using Deligne's equidistribution theorem, we obtain the Sato-Tate law for the distribution of Frobenius eigenvalues of these universal families of abelian varieties.