Doucouré or Doucoure is a surname. Notable people with the surname include:

Abdoulaye Doucouré (born 1993), French footballer Amadou Doucoure (1919–1971), Malian politician Aminata Doucouré (born 1994), French-Malian footballer Boubacari Doucouré (born 1999), French footballer Cheick Doucouré (born 2000), Malian footballer Ladji Doucouré (born 1983), French track and field athlete Lassana Doucouré (born 1988), French footballer Maïmouna Doucouré (born 1985), French film director and screenwriter Mahamadou Doucouré (born 2000), French footballer Mamadou Doucouré (born 1998), French-Senegalese footballer Mintou Doucoure (born 1982), Malian footballer Sadio Doucouré (born 1992), French-Malian basketball player Siriné Doucouré (born 2002), French footballer