"We have been in the government for nine years. We discussed a lot of things (of common interest)," he told reporters after the meeting, without elaborating.
Ever since his suspension and dismissal from the party, Alagiri has been meeting leaders from parties in the NDA and Congress.
While Alagiri returned here from Chennai, Chidambaram was here en route to Sivaganga to campaign for his son Karti.
Alagiri had yesterday called on his half-sister and Rajya Sabha MP Kanimozhi in Chennai, setting off speculation on the purpose of the meeting as their supporters have been sidelined in selection of candidates for the LS polls, while Stalin's loyalists found place in the list of nominees without fail.