The word vermicelli translates literally to "little worms". This pasta is very thin rods, like spaghetti but thinner. Vermicelli can be used broken up in soups, or used as a pasta with a sauce or even as noodles with Asian ingredients. A well-known Mexican dish that uses this pasta is Sopa Seca de Fideo.
Find this pasta in most any well stocked grocery store.