Kanep is an Estonian surname. Notable people with the surname include:

Karl Kanep (1883–1935), Estonian politician Meelis Kanep (born 1983), Estonian chess player

See also Kanepi, a small borough in southeastern Estonia Kaia Kanepi (born 1985), Estonian former tennis player Kaņeps, a Latvian surname