Milk toast recipe, made with few ingredients makes a great snack, breakfast or brunch. This eggless milk toast is made with bread slices, sugar, milk and vanilla extract. Once bread is dunked in the sweetened vanilla scented milk mix, cooked in ghee or butter makes a tasty milk toast.