Mulhearn is an Irish surname. Notable people with the surname include:

Ken Mulhearn (1945–2018), English football player Tony Mulhearn (1939–2019), English political and trade unions campaigner and politician

See also Darren Mulhearne (born 1973), Irish Gaelic football goalkeeper Mulhern