Place paper liners in 18 muffin cups, placing 1 Oreo in the bottom of each.
Combine cream cheese, sugar, eggs and vanilla extract; beat until smooth and creamy. Stir in mini-morsels. Fill each muffin cup about two-thirds full. Bake for 15 to 20 minutes. Cool thoroughly. Top with a little whipped cream, if desired.