No. Calendly does not have a mobile app. It would be great if it did - as you need to log in from your desktop to make changes to an event or rules that you set for an event.
However, it does sync up with your calendar (Google and Outlook), which can be accessed on your mobile device. So you can view any appointment's made via Calendly directly on your calendar.