The MCC should be the same regardless of how the card's used. There used to potentially be a difference back when Google Wallet supported NFC but that was due to it acting more like a prepaid card that automatically reloads.
On the other hand, that implementation did allow every US card to work (and likely costed Google money in the process).
EDIT: looks like most of my post was mentioned already. Oops.