Amrabat spent the second-half of last season on-loan with Manchester United, where he won the FA Cup.
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Prade said: "From Manchester United we have had no response. If you ask me if I would keep him, I would say yes, but it doesn't seem like what Sofyan has in mind.
"We went to him several times in Manchester, but he is in the Premier League and I think he wants to stay there."
Asked about Cristiano Biraghi and Jack Bonaventura, he added: "They are different situations, we are both very happy.
"But a player under contract is one thing and another in which you have to sign another contract. And we have to see this with the coach."