Singh spent about 45 minutes in the temple. He was accompanied by former BJP State President P K Krishnadas and local leaders.
The temple shot to fame three years ago after the discovery of a treasure trove in its chambers.
Singh was received at the temple by Additional District Judge K Indira, who is heading the administrative set up of the temple, and senior officials.