In general, the invention is directed toward techniques for remotely monitoring the integrity of a medical device and its components. A remote networking device communicates with a medical device, e.g., an implantable medical device, via a network. The remote networking device sends a request for an integrity measurement to the medical device via the network, a remote network that requests a medical device to perform an integrity measurement. In response to the request, the medical device performs the requested integrity measurement. The medical device may transmit a result of the integrity measurement, e.g., a measured value, back to the remote networking device via the network.