For 20 years, Wolf was rabbi at the KAM Isaiah Synagogue in Hyde Park, just across the street from the home of President-elect Barack Obama.
Wolf's son says his father most likely died of a heart attack.
There will be no autopsy because of Jewish law.
A funeral will be held Friday.