Mine is in the bottom of the charcoal bin just in case I ever do need it. However, I have always gone back to the Ace Hardware where I bought my first Performer to refill my 5 lb tank, and have never needed it.
So, you should check with your local refiller and see if their equipment fits your tank. It probably does, and you probably won't need the adaptor.