McIlhargey is a surname of Irish origin, coming from the Irish Mac Giolla Fhearga, meaning "Son of the Servant of Saint Fergus". Notable people with the surname include:

Jack McIlhargey (1952–2020), Canadian ice hockey player Steve McIlhargey (born 1962), Scottish footballer

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