I always buy the mom a gift. 

 Something relaxing she can pamper herself with.  I figure they'll get tons of baby stuff from other people.  I thinking taking some food is a great idea also.   
Just stop buy and say I'm so sorry but at this moment your names just escape me.  I'm bad at names.... you ate to ask but what can you do?