Systems and methods for a universal connection interface between a robot and a plurality of modular attachments are disclosed. The connection interface includes a data connection and a dynamic amplifier configured to adjust output of at least one electromechanically coupled mechanical output; and a processor configured to control gain of the dynamic amplifier.