  We show that Killing tensors on conformally flat $n$-dimensional tori whose
conformal factor only depends on one variable, are polynomials in the metric
and in the Killing vector fields. In other words, every first integral of the
geodesic flow polynomial in the momenta on the sphere bundle of such a torus is
linear in the momenta.
