Alagiri was born on 30 January 1951. He was the second son of former Chief Minister of Tamil Nadu Karunanidhi. He was born to M. Karunanidhi and his second wife Dayalu Ammal. Azhagiri after his marriage on 10 December 1972, settled in Madurai. His wife is Kanthi Azhagiri.