Reported here are the genome sequences of Pseudomonas isolates that were derived from glyphosate-treated sediment microcosms. Genomes were assembled using workflows available through the Bacterial and Viral Bioinformatics Resource Center (BV-BRC). The genomes of eight Pseudomonas isolates were sequenced, with genomes ranging from 5.9 to 6.3 Mb.