Yeah, I'm not sure how one would get a pill that would REMOVE something from water. Maybe some sort of precipitant, but the best that would do would make a big salt tablet at the bottom of a glass.

Of course, if you invent that, every Navy in the planet will want them - it's your ticket to billionaire-ism.