  We introduce simple conditions ensuring that invariant distributions of a
Feller Markov chain on a compact Riemannian manifold are absolutely continuous
with a lower semi-continuous, continuous or smooth density with respect to the
Riemannian measure. This is applied to Markov chains obtained by random
composition of maps and to piecewise deterministic Markov processes obtained by
random switching between flows.
