Sharp-spined notothen (Trematomus pennellii) is an icefish endemic to the southern ocean. From the stomach of an individual, we identified the genomes of 51 microviruses (family Microviridae). The major capsid proteins of most of these share the closest similarities to those identified in other marine organisms.