It's not showing up in the vehicle selector, but does appear to be available:
RT4B1 - Rhino-Rack Backbone 3 Base Mounting System - Toyota 4Runner | Rhino-Rack
Also, the link to the manual doesn't work on the product page. But found it through the Google. Looks like a pretty simple install...