The 84-year-old was awarded an OBE in 2002 for Services to drama, but there are now calls for this to be taken back.
Ms Margolyes, who is Jewish, recently spoke to The Big Issue about Israel’s military campaign in Gaza.
The actress said that it reminded her of the Holocaust and added: “The terrible thing I face is that Hitler won.
"He changed us, made us like him.”