We report the draft genome sequences of Cetobacterium somerae 2G Large and two Cetobacterium isolates, 2A and 8H, which may represent novel species. The isolates were recovered from the intestines of catfish, and the genomes will assist in research to understand their potential use as probiotics in aquaculture.