The 27-year-old looks set to depart the Brussels giants this summer, although Anderlecht will not let him leave for less than their valuation of €12million.
Fulham and West Brom have been linked in recent months, while reports claim that Hull City have seen an €8million bid rejected.
Dynamo Kiev, who have already held talks with the player, are now said to be heading the chase as they target Mbokani, who has previously confirmed his desire to move to England.
An Anderlecht spokesman confirmed to Sky Sports that talks are ongoing, but stated no bids had been received.
"There are no bids, but that is not to say talks are not happening - we understand a number of clubs want Mbokani, but that is only natural as he is a fantastic footballer," the spokesman revealed.
"But we will not let him go for less than what we think he is worth, however if there is agreement between the three parties, then he can move."