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

Darrel McHargue (born 1954), American jockey Georgess McHargue (1941–2011), American writer and poet Keegan McHargue (born 1982), American artist Rosy McHargue (1902–1999), American jazz musician

See also McHarg (surname)