Which phrase is correct - my husband and I or my husband and me?

The easy way to remember to rule is to drop the 'My husband' bit and just imagine you were talking about yourself.

So you obviously say "I have two children" instead of "Me have two children"
and you obviously say "This house belongs to me" instead of "This house belongs to I"