McCue is a surname. Notable people with the surname include:
- Anne McCue, an Australian country singer
- Clarrie McCue (1927 - 1992), former administrative head of the Australian Antarctic Territory
- Duncan McCue, Canadian television reporter
- Edward O. McCue, Jr., a member of the 1950 Virginia state senate.
- Frances McCue, an award-winning poet and arts administrator.
- Miss Jane McCue Sands, sponsor of the US Navy destroyer USS Sands (DD-243)
- J. J. McCue, a former mayor of Boise, Idaho
- James A. McCue, U.S. Navy, radio mechanic for whom Mount McCue is named
- John McCue (1922 – 1999) an English football player.
- John B. McCue, US politician
- Mrs. Loretta B. McCue, sponsor of the US Navy minesweeper USS Sagacity (MSO-469)
- Martin G. McCue (1875–1932), New York politician
- Mike McCue, co-founder of Tellme Networks
- Patrick McCue (1883 - 1962), an Australian dual-code rugby footballer
- Paul McCue (1958 - ), a British military historian and writer.
- Tommy McCue, an English rugby league footballer
- Thomas F. McCue, a former Attorney General of North Dakota
- Ruth McCue Bell, the maiden name of Ruth Graham
- Father McCue, a minor fictional character in the television series The X-Files