In accordance with some implementations of the disclosed subject matter, mechanisms for providing a remote control interface are provided. In some implementations, a method for providing a remote control interface is provided, the method comprising: receiving an image of a user input interface associated with a media playback device; identifying the user input interface from a plurality of user input interfaces based on image recognition; determining a code library associated with the identified user input interface; and transmitting the code library to a mobile device that provided the image of the user input interface, wherein the code library allows a mobile device to control the media playback device.