Al-Ghumari (), is a surname. Notable people with the surname include:

Abd al-Aziz al-Ghumari (1920–1997), Moroccan scholar Abdullah al-Ghumari (1910–1993), Moroccan preacher

See also Hammam Sidi Belhassan al-Ghoumari, a bath in Tlemcen, Algeria