Shairp is a surname. Notable people with the surname include:
Christian Fraser-Tytler (née Shairp; 1897–1995), Scottish military officer James Shairp (died 1795), British Marines officer and member of the First Fleet to Australia John Campbell Shairp (1819–1885), Scottish critic and man of letters Mordaunt Shairp (1887–1939), English dramatist and screenwriter
See also Sharp (surname) Sharpe (surname)