McGurk was born in Lavey, County Londonderry, and attended school at St Patrick's College, Maghera. All seven of his brothers were keen sportsmen. Anthony McGurk won All Star awards in 1973 and 1975, Collie was also in the 1993 panel and Hugh Martin captained Derry in the 1980s..
