High-quality genome sequences were generated for the nonaxenic marine microalga Nannochloris desiccata UTEX 2437 and eight of its associated environmental bacterial species. N. desiccata UTEX 2437 is diploid, and its 20.738-Mbp nuclear genome sequence is assembled in 29 contigs.