While any short shank foot will fit, I would keep in mind the width of the Featherweight feed dogs. The FW, like all straight stitchers, will have narrower feed dogs than zig-zag machines. So a short shank foot designed for a zz machine will fit on the needlebar but not perform as well because it doesn't contact the feed dogs properly.