It seems the only thing that cannot be accomplished on mobile (at least in my use case) is scheduling a carrier pickup. We use the stamps.com account for UPS so they don't come everyday, nor do we ship everyday.
I would love to see scheduling a carrier pickup become a feature for the mobile app.