It is understood the Magpies are hopeful of securing the 28-year-old Cameroon international on a Bosman free transfer as he approaches the end of his four-year deal at Stamford Bridge.
Geremi, who spent a season on loan at Middlesbrough from Real Madrid earlier in his career, made 23 starts and five substitute appearances for the Blues last season.
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