In a blender, combine milk, Mozart Chocolate Cream liqueur, cocoa powder, sugar, cinnamon, nutmeg, and chili powder. Add 1 cup ice cubes and blend until thick, smooth, and creamy, add more ice cubes if needed.
Pour into two cold glasses. Top each glass with whipped cream. Garnish as desired.