Shrimp dip is the best party appetizer ever This hot shrimp dip recipe is a hot, cheesy version of an shrimp cocktail and it is so good. This baked dip is made with shrimp, cocktail sauce, cream cheese, sour cream, mozzarella, mayo, and green onion It's such an easy dip recipe for any party.