Rexhep is an Albanian masculine given name. Notable people with the name include:

Given name Rexhep Demi (1864–1929), member of the Albanian independence movement, politician Rexhep Ferri (1937–2024), Kosovo Albanian artist and writer Rexhep Jella, Albanian politician, former mayor of Tirana Rexhep Jusufi (died 1943), Albanian-Yugoslav World War II partisan Rexhep Krasniqi (1906–1999), Albanian-American historian, teacher, nationalist and anti-communist politician Rexhep Maçi (1912–1980), Albanian football player Rexhep Pasha Mati (1842–1908), Ottoman marshal, governor, war minister, revolutionary Rexhep Meidani (born 1944), Albanian politician, third President of Albania Rexhep Memini (born 1994), Albanian footballer Rexhep Mitrovica (1887–1967), Albanian politician, 18th Prime Minister of Albania Rexhep Qosja (1936–2026), Albanian writer, literary critic and academic Rexhep Selimi (born 1971), Kosovar politician Rexhep Shala (1882–1943), Albanian politician Rexhep Spahiu (1923–1993), Albanian footballer and coach Rexhep Xhaka (born 1945), Kosovan coach and former footballer