Akanji is a surname of Yoruba origin. Notable people with the surname include:
Adebisi Akanji (born 1930s), Nigerian artist Manuel Akanji (born 1995), Swiss footballer Michael Akanji (born 1984), Nigerian sexual health and rights advocate Muideen Akanji (born 1992), Nigerian boxer Murphy Akanji (born 1977), Nigerian footballer