But they are not the only club interested in the midfielder, per French football expert Julien Laurens.
The player is said to be a revelation in terms of his ability at his age, and the 21-year-old is attracting interest from many clubs.
"Pape Gueye has been fantastic in midfield this season, he's only 21 years of age so he's very young, people will have to be patient with him.
"But what he's shown so far in the second division, extraordinary qualities, he's fantastic at pretty much everything.
"Because his contract at Le Havre runs out in June 2021, I think they will have to sell him this summer. He will have only one year left on his contract.
"There's already a lot of clubs that I know are keen on him and in contact with him and his agent and Le Havre as well.
"They're all very keen on him and I think he's a big, big prospect for the future."