The Spain international has not been a regular at Stamford Bridge following the return of Jose Mourinho as manager.
PSG failed to sign the Spaniard in the summer and The People reports that the French giants have made signing Mata a transfer priority in January.
Mata has been named as Chelsea player of the season for the past two years.
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Being an amiable guy is good for you and Jurgen Klopp is living proof.
Summer 2016 is set to be a very exciting time for football fans, as this is when the long awaited Euro 2016 tournament kicks off.