Mitscherlich is a Germanic surname which may refer to:
Alexander Mitscherlich (chemist) (1836–1918), a German chemist
Alexander Mitscherlich (psychologist) (1908–1982), a German psychiatrist
Andrea Ehrig-Mitscherlich (born 1 December 1960), a former German speed skater
Christoph Wilhelm Mitscherlich (1760–1854), a German classical scholar
Eilhard Mitscherlich (1794–1863), a German chemist
Margarete Mitscherlich-Nielsen (1917–2012), psychoanalyst
Thomas Mitscherlich (1942–1998), a German film director and screenwriter