McLelland is a surname. Notable people with the surname include:

Callum McLelland (born 1999), Scottish rugby league player Charles McLelland (1930–2004), British journalist, controller of BBC Radio 1 and 2 Chic McLelland (1953–2020), Scottish football player and manager Dave McLelland (born 1952), Canadian professional ice hockey goaltender David McLelland (1881–1968), Australian politician Douglas McLelland (1905–?), Scottish footballer Ivan McLelland (born 1931), Canadian ice hockey player Jan McLelland (1957–2017), English consultant dermatologist, clinical director, researcher and medical author Jim McClelland (1915–1999), Australian lawyer, politician and judge Melissa McClelland (born 1979), American-Canadian singer-songwriter Randal McLelland (born 1985), American skeet shooter in the 2008 Olympic games Ronald McLelland (1926–2014), Canadian politician Stanley Louis McLelland (1945–2020), American businessman and diplomat Steve McLelland (born 1957), Scottish professional footballer