The 32-year-old was previously at Fir Park between 2006 and 2008 and has been capped 13 times for Scotland.
McCormack can also count Rangers, Cardiff City, Leeds United and Fulham among his former clubs and has had recent loan spells with Melbourne City and Central Coast Mariners.
