When I was really little I saw a matinée movie (live action) about a forest world populate by little mice and rabbits that is taken over by a tyrannical chimpanzee. After some adventures all is restored to order. What was the name of this film?

The Secret of Magic Island?

Thank you. Actually, that trailer didn't look like how I remember it, but maybe that's it.