Murchie is a surname. Notable people with the surname include:
Guy Murchie (1907–1997), American artist, journalist, and aviator Harold H. Murchie (1888–1953), American politician and judge James Murchie (1813–1900), Canadian farmer, businessman and politician James Stafford Murchie (1850–1888), British trade unionist John Carl Murchie (1895–1966), Canadian soldier and Chief of the General Staff Peter Murchie (born 1986), English-born Scottish rugby player
See also 4642 Murchie, a main-belt asteroid