Pseudomonas fuscovaginae is a phytopathogenic bacterium causing bacterial sheath brown rot of cereal crops. Here, we present the draft genome sequence of P. fuscovaginae CB98818, originally isolated from a diseased rice plant in China. The draft genome will aid in epidemiological studies, comparative genomics, and quarantine of this broad-host-range pathogen.