Mahoney's agent confirmed the news to TMZ.
The British actor famously played Martin Crane, the father of Kelsey Grammer and David Hyde Pierce's characters, for 11 seasons of the iconic series.
Our thoughts are with the star's family and friends.
Twitter has since flooded with tributes to the beloved actor.
This article originally appeared on New Idea.