DGP Ashok Kumar and Greater Chennai Commissioner S George accompanied by Advocate General A L Somayji met Kaul.
There was no official word on what transpired during the more than an hour-long meeting of the police officials with the Chief Justice.
On Saturday, a group of advocates, pressing their demand over some issue, laid siege to the residence of the Chief Justice when he was away in New Delhi attending the conference of Chief Justices.
Chairman of All India Association of Jurists, Antony Selvaraj has also condemned the incident and demanded strong action against the miscreants.