The swords don't really count, so I'll pick a real "item"-item.
I'm thinking either the bow or the clawshot. I'd pick the bow. Though that's also more a weapon than item, so purely itemwise I'd vote the clawshot.
Least favorite, probably something like the Deku Nuts. They're not in every game, but I never use them.