The woolly monkeys are the genus Lagothrix of New World monkeys, usually placed in the family Atelidae.The four species of woolly monkey all originate from the rainforests of South America.oolly monkeys have coat colour variations including dark brown, red-brown, gray and olive. Their back sides are usually lighter in color than their under-belly sides.