A method and system for automatically coupling Bluetooth devices is disclosed. In some embodiments, the method includes identifying a plurality of Bluetooth devices within a predefined discoverable range of a computing device; identifying one or more current applications running on the computing device; determining a plurality of connection parameters associated with the computing device; assigning a confidence score to each of the plurality of Bluetooth devices based on a rule engine; iteratively generating a priority list by arranging the plurality of Bluetooth devices in an order of connection preference based on assigned confidence scores; coupling at least one Bluetooth device from the plurality of Bluetooth devices with the computing device based on the priority list generated iteratively.