Omagbemi is a surname. Notable people with the surname include:
- Dudu Omagbemi (born 1985), Nigerian footballer
- James Omagbemi (1930–2012), Nigerian sprinter
- Victor Omagbemi (born 1967), Nigerian sprinter
- Mary Onyali-Omagbemi (born 1968), Nigerian sprinter, wife of Victor