mountain watercress moun·tain·wa·tercress uncommon noun 1. mat-forming perennial found in cold springs of the eastern United States SynonymsAmerican watercressmountain watercressCardamine rotundifolia Related words Broader terms watercress WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.