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

Eagle Egilsson (born 1966), Icelandic television director and cinematographer Ólafur Egilsson (1564–1639), Icelandic priest Sveinbjörn Egilsson (1791–1852), Icelandic theologian, classicist, teacher, translator, and poet