In 1971, Sahgal joined the Communist Party of India (Marxist) and represented the party in the Rajya Sabha.
In 2002, four leftist partiesthe Communist Party of India, the Communist Party of India (Marxist), the Revolutionary Socialist Party, and the All India Forward Blocnominated Sahgal as a candidate in the presidential elections.