However, in Tokyo, you'll notice that using the Uber app for rides isn't as common as you'd think. In short, yes, you can use Uber in Tokyo, but mostly to hail a taxi. But, more often than not, stopping a random taxi on the street might be faster (and cheaper) than requesting a taxi via the ubiquitous app.