Nope. You are welcome to build all the non-full auto guns you want for yourself. Once you "engage in the business" of building guns for sale, you will need a FFL- I do believe as a Manufacturer. There is a Federal Excise tax that is paid on each gun made.
Taxes- as in "Who was it that put Al Capone in jail?"- Oh, yeah- the IRS.