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

Aaron McCarey (born 1992), Irish footballer Kevin McCarey, American filmmaker and author Leo McCarey (1898–1969), American film director, screenwriter, and producer Ray McCarey (1904–1948), American film director

See also McCary