 McEleney is from the Shantallow area of Derry city.His father, Henry, was also a footballer, playing for Coleraine in the Irish League.Furthermore, McEleney's older brother, Shane, is a centre back for NIFL Premiership club Larne, having previously played for Ottawa Fury, St Patrick's Athletic and alongside Patrick at Derry City.