[**Finger food**](http://en.wikipedia.org/wiki/Finger_food) comes to mind.  You were close with your thumb!

They are also conventionally called _appetizers_ or _hors d'oeuvres_, even though according to their strict definitions, they should precede proper meals.  At cocktail parties, an actual meal does not normally follow.