Annie Gravatt (Annie Evelyn Rathbun) was an American forest pathologist. Her areas of research included plant physiology and white pine blister rust. She also studied Chestnut blight, the fungus that devastated American chestnut trees in the early 20th century. Along with her husband, George Gravatt, she founded the community of Scientists' Cliffs, Maryland.