Other players expected include James Shields, Jason Vargas, Tim Collins and Mike Moustakas.
Manager Ned Yost will join members of his coaching staff in the sold-out tournament, which benefits the Special Olympics of KC Metro.
There's a shotgun start at 9 a.m. CT on Monday.
Dick Kaegel is a reporter for MLB.com. This story was not subject to the approval of Major League Baseball or its clubs.