Granot was a member of the New Aliyah Party and one of the signers of the Israeli declaration of independence in 1948. In 1949, he was elected to the first Knesset as a member of the Progressive Party (the successor of the New Aliyah Party). He was re-elected in 1951, but resigned from the Knesset six weeks after the election.