Sky Sports says Palace have made an £8 million bid for McCarthy.
The Republic of Ireland international has one year remaining on his contract in Merseyside.
He has been with Everton since 2013.
It would see McCarthy link up with James McArthur once more, the pair having played together at Hamilton and Wigan previously.
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