Here, we report the genome sequence of Rhizobium sp. strain AG207R, isolated from ginger roots. The genome assembly comprises a 6,915,576-bp circular chromosome with 59.56% GC content and possesses 11 regions of biosynthetic gene clusters of secondary metabolites, including one related to bacteriocin.