Cloves are the dried flowers of the clove tree. Native to the Spice Islands , cloves spread throughout Europe and Asia during the late Middle Ages as an important part of local cuisine. Today, cloves remain an important spice that gives many dishes that special kick. Cloves can be used whole or ground