An external medical device is capable of bidirectional wireless communication with multiple implantable medical devices (IMDs). The external medical device is configured to determine an active membership of an IMD system present in a patient, establish programmable parameters for the IMD system based on the active membership, and transmit values for the established programmable parameters to the active membership.