Parsley is an herb grown for the pungent flavored leaves. Parsley, Petroselinum crispum, is a hardy biennial in the carrot family (Umbelliferae/Apiaceae) generally grown for its flavorful, dark green leaves that are a rich source of vitamin C, vitamin A and iron.