Are worms mammals reptiles or amphibians?

None of the above - it's an invertebrate ! Which is why I moved the question into the worms category from snakes !

Answer

Indeed, all worms are invertebrates whereas all the groups you mention in your question are classes of vertebrate. Specifically, earthworms are annelids, coming from the phylum of segmented worms, Phylum Annelida.