Absolutely positively NOTHING is MORE important that getting your mortgage rate locked in first. If you're talking about opening 1 or 2 cards, fine, do it at any time, but DO NOT CLOSE, open more than 2, or start churning cards - until you have a locked in mortgage rate.

Your credit is most valuable when used for home loans - period.