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

Dagny Mellgren (born 1978), Norwegian footballer Hulda Mellgren (1839–1918), Swedish industrialist Linnea Mellgren (born 1989), Swedish figure skater Sten Mellgren (1900–1989), Swedish football (soccer) player