Debuchy was expected to join Newcastle, but the right-back is now being strongly linked with a move to Chelsea.
Chelsea owner Roman Abramovich is keen to carry on his summer spending spree by signing the 26-year-old.
The Mirror reports that Inter Milan are also keeping tabs on the defender, following his good performance for France against England at Euro 2012.