The defensive midfielder is looking for a move as his side was relegated to the Championship.
Doucoure is highly rated by Premier League clubs for the way he has played in the division for the past few years.
It is unclear if Watford are willing to sell, and it may be a decision for new manager Vladimir Ivic to make.
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