Both stars are currently single after Cox, 51, ended her engagement to Snow Patrol's member Johnny McDaid in early December and Perry split from actress Lizzy Caplan in 2012, reported Ace Showbiz.
Cox rushed into the arms of her former co-star following her breakup.
"It's no surprise that Matthew was one of the first people Courteney called when she ended the engagement. They've leaned on each other before, during her infertility struggle and his battle with addiction," a source said.
But this time, their relationship is said to be more than platonic.
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