Yeah, I didn't bother to investigate jitterbuzz much, but I didn't see anything about repairs or parts or an associated classifieds section.
I have a feeling you'll need to wait for an old beater Westinghouse roaster to show up cheap at a thrift store, garage/estate sale or on line and harvest your part off of it.