Joseph Kemp may refer to:
Joseph Kemp (organist) (1778–1824), English composer and organist Joseph Kemp (Medal of Honor) (1844–1917), American soldier and Medal of Honor recipient Joseph Kemp (minister) (1872–1933), New Zealand Baptist minister Sir Joseph Horsford Kemp (1874–1950), British lawyer and Chief Justice of Hong Kong