Gurrey is a surname. Notable people with the surname include:

Alfred Richard Gurrey Sr. (1852–1944), English-born American painter Caitlin Gurrey (born 1995), New Zealand cricketer Caroline Haskins Gurrey (1875–1927), American photographer

See also Gurley (surname) Gurney (surname)