Yes, but they have a following like Mustangs so new parts are plentiful.
Interestingly, the first Toyota straight six was based on the 1929-1936 207cid engine rather than the Chevy 216/235cid. The later iterations of Toyota's Stovebolt were based on the 1939-1963 GMC 236cid
For the record, Toyota paid licensing fees to General Motors for the design.