McPartland is a surname. Notable people with the surname include:
Jimmy McPartland (1907–1991), American cornetist and one of the originators of Chicago JazzMarian McPartland (1918–2013), English jazz pianist, composer, writer, and the radio host of Marian McPartland's Piano JazzMichael McPartland (born 1939), English Roman Catholic priestRichard McPartland (1905–1957), the older brother of Jimmy McPartland, and he was an early member of the Austin High School GangStephen McPartland (born 1976), English politician