I have used Schmetz needles in my featherweight with no problems. Schmetz brand is widely available in JoAnn Fabrics, etc.
Also, since the featherweight is a Singer, Singer brand needles should fit. Just check the back of the package. If it lists model numbers, you want to make sure model 221 is on there.