In 1863 the entire churchyard was closed under order of the newly appointed Medical Officer of Health, the graveyard being then considered "completely full".
The churchyard is impressive, containing hundreds of monuments worthy of notice, including one to John Grant of Kilgraston (near Perth), and a three-bay Gothic mausoleum of the Gordons of Cluny by David Bryce.