horse mushroom hor·se·mush·room uncommon noun 1. coarse edible mushroom with a hollow stem and abroad white cap Synonymshorse mushroomAgaricus arvensis Related words Broader terms agaric Parts Agaricus WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.