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

Magomed Muslimov (born 1992), Russian footballer Mehmet Muslimov (born 1964), Russian linguist Murtazali Muslimov, Azerbaijani freestyle wrestler Pavel Muslimov (born 1967), Russian biathlete Shirali Muslimov, Azerbaijani supercentenarian