Here, we report a draft genome sequence of the strain Coralloluteibacterium stylophorae LMG 29479T, acquired from the Belgian Coordinated Collections of Microorganisms. The genus Coralloluteibacterium currently includes only one species with a validly published name. These genome sequencing data are important for the phylogeny of the Lysobacteraceae family.