First test if your stone has been sealed: Here is a great guide:

http://www.stonetechpro.com/stonecar...dy_Sealed.html

To remove oil stains I would use StoneTech Professional's Oil Stain
Remover:
http://www.stonetechpro.com/products/clean/osr/