John Bell Gourlay (1872–1949) was a Canadian amateur soccer player who competed in the 1904 Summer Olympics in St. Louis. He was born in Ontario and died in North Vancouver. In 1904 he was a captain of the Galt F.C. team, which won the gold medal in the soccer tournament. He played all two matches as a defender.