I think you can find the paper if you're lucky, but I don't think you need it. You can print on single sheets of ordinary paper with a little bit of effort, and you can also feed through tractor-feed paper with the tractor-feed strips torn off if you want to print all in one go.
Replacement ink on the other hand appears to be quite scarce.