Is there a primer so you can put oil based stain over latex?

Most stains, be they latex or oil based are transparent or semi-transparent, using a primer under it would eliminate the possibility of seeing the wood beneath the stain (which is usually why stain is used).

A primer is used over oil based paint when you want to switch over to use latex based paint on the same surface.