We point out that the present formulation of supergravity is not enough to accommodate for T-duality which is a basic symmetry of string theory. We suggest that one way out might be the introduction of mixed-symmetry potentials that couple to `exotic branes'. We show that the same issues pop up in the present formulation of Double Field Theory which is supposed to be a manifestly T-duality covariant formulation of supergravity.