About. Caper brine is the salty vinegar brine from the jar that capers are pickled in. Caper buds are often used as a garnish in many Mediterranean dishes, typically Italian. They are very frequently used in Sicilian cookery.aper brine is usually found in the condiments section or aisle of the grocery store or supermarket.