Minor leak from union under main shutoff valve & meter.

I’ve got a bit of plumbing experience under my belt, but nothing serious... Was wondering if it’s stupid to think I could get away with shutting water off at the street and replacing this myself. I understand there’s probably more to it than it looks like. Best way to go about it?