At least NYC is finally fixing that with Omny. Full rollout won't be for a few years but it'll support the entire regional transit system like Clipper in the Bay Area does.
It’s also worth noting that it will support standard NFC payments, so you don’t even need a separate card; standard contactless cards or mobile pay will do.