His call-off means Celtic stopper Scott Bain has been handed an international return.
Boss Alex McLeish has already seen Matt Ritchie, Ryan Fraser and Barry Douglas pull out, while John Souttar remains an injury doubt.
Scott Bain called up to Scotland squad as Allan McGregor drops out
New Rangers keeper Allan McGregor has become the latest player to withdraw from the Scotland squad heading to Peru and Mexico.