You must manually register with the FAA here. Register under "Section 336" if you're flying as a hobbyist (just for fun).
Your FAA registration must be marked on the exterior of your drone and maintained in a readable condition. If you need labels, I sell inexpensive FAA registration stickers here and weatherproof FAA registration decals here.