In the 2003/04 season, McCormick played when Romain Larrieu could not. Larrieu injured his knee. McCormick played instead. Plymouth Argyle beat Stockport County on 24 January 2004. The score was 2-0. In this match McCormick set a new club record of seven "clean sheets" in a row. A clean sheet is a game where the other side gets no goals.