Isgandarov is a surname. Notable people with the surname include:
Adil Isgandarov (1910–1978), Soviet and Azerbaijani director Amiraslan Isgandarov (born 1976), Azerbaijani militant Anar Isgandarov, Azerbaijani historian Elshad Isgandarov (born 1972), Azerbaijani politician Fuad Isgandarov (born 1961), Azerbaijani diplomat Vidadi Isgandarov, Azerbaijani human rights activist Ulvi Isgandarov (born 1997), Azerbaijani footballer