Mesoplasma florum is a small-genome fast-growing mollicute that is an attractive model for systems and synthetic genomics studies. We report the complete 825,824-bp genome sequence of a second representative of this species, M. florum strain W37, which contains 733 predicted open reading frames and 35 stable RNAs.