Lumpy skin disease (LSD) is an economically devastating and transboundary disease in cattle. Here, we report the coding-complete genome sequence of the LSDV72/PrachuapKhiriKhan/Thailand/2021 strain, which was isolated from an affected cow during the first LSD outbreak in Thailand in 2021. The sequence will be beneficial for future genomic studies of the virus.