Cut eggs in half lengthwise. Remove yolks and place in a bowl; set whites aside. Mash the yolks and add the cream cheese, mustard, salt and pepper; beat until blend. Stir in chives.
Stuff or pipe the yolk mixture into egg whites. Sprinkle with bacon. Refrigerate until serving.