Pseudomonas syringae MUP17 was isolated from Western Australian frost-damaged barley. The MUP17 complete genome contained a 5,850,185-bp single circular chromosome with a GC content of 59.12%. IMG/M genome annotation identified 5,012 protein-coding genes, 1 of which encoded an ice-nucleation protein containing 19 occurrences of a highly repetitive PF00818 domain.