A multi-modal container handling system includes a tool presentation platform mounted to a multi-axis robot. The platform has a number of mechanically locking collets for handling either empty or full containers, and a number of multi-jawed grippers telescopically mounted to the platform for handling empty containers. Both the collets and grippers may be used for moving empty containers, with the collets being used exclusively for inserting full containers into a shipping rack.