The pin-up, who is known for candidly discussing divorce, childbirth and motherhood, was uncharacteristically tight-lipped about her new relationship.
She said, "No comment. Does that ever work? The funny thing is I've never said it in my whole life!"
The View co-hosts Star Jones and Joy Behar asked McCarthy if she could confirm that she was dating "a well-known comedian who makes funny faces who is not Jerry Lewis".
McCarthy deferred and said people who were interested in who she is dating could "look it up online", hastily adding, "Let's move on to the next topic."
The celebrity couple have been romantically linked since December, but have not confirmed they are dating.
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