A phrase used in response to seeing someone good-looking to emphasise how attractive you find them. You are essentially saying that someone is so attractive that you could eat them.
Kim: Did you see Chocolat?
Michelle:Yer, I love that film. Johnny Depp is so sexy in it.
Kim: Totally! I could just spread him on a cracker...