Preheat oven to 400°. Place baguette slices in single layer on rimmed baking pan; brush both sides with oil and bake 7 minutes or until lightly browned and crisp, turning once.
Spread crostini with sauce; top with cheese and pepperoni. Bake crostini 5 minutes or until cheese is melted.