McAneny is a surname. Notable people with the surname include:
Douglas J. McAneny (born 1955), United States Navy admiral George McAneny (1869–1953), American newspaperman and politician Joseph McAneny (1924–2007), American politician Maria McAneny (born 2004), Scottish footballer
See also McAnany McEnany (surname)