They’re edible, but they collect all the nasty stuff in the water like a filter, so if you eat them, you get to ingest all the nasty stuff that was in the water too.
I guess it depends on how clean the water you get them from is in the first place.
Well, but the same is true about oysters and crabs, and people eat them notwithstanding.