Mix cream cheese, sour cream, mayonnaise, ranch dressing mix, and dried dill in a bowl until creamy and smooth.
Cut crusts from bread slices; cut sliced bread into decorative shapes (such as rounds or flowers) with cookie cutters. Spread each piece of bread with cream cheese mixture and top with a cucumber slice. Top each canape with a few fresh dill leaves.