Police said some unidentified persons cut the party's flagpost and also ransacked the office after breaking open the door by hurling petrol bombs around 2 am.
Police are on the lookout for four others in connection with the case.
AIADMK workers have been staging protests condemning TNCC chief E V K S Elangovan's alleged remarks against Chief Minister Jayalalithaa.