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

Demba Diagouraga (born 1978), French footballer Fanta Diagouraga (born 2000), Congolese handball player Mahamet Diagouraga (born 1984), French former footballer Toumani Diagouraga (born 1987), French former footballer