Recently someone asked if there were ATM's at the airport. I played attention and there is good news and not as good news. Yes, to the left of the arrivals area exit door there is an ATM. Unfortunately it's a EURO machine so the rates aren't good; but for a few thousand forints it's fine I guess. There is also, in the same location, an Exchange booth.
Dont forget, the taxis do take credit cards.