90-year-old Parukutty died of old age-related illness at a private hospital, party sources said.
Parukutty, who served as a school teacher for 23 years, withdrew from active politics in 1975.
During the visits of late leaders Jawaharlal Nehru, V K Krishna Menon and Indira Gandhi to Kerala, she was assigned to translate their speeches into Malayalam.