The Dutchman is set for a medical at the club on Wednesday after a fee of £7m was agreed upon by the two clubs, according to Sky Sports.
Martins Indi spent last season on loan with the Potters, forming a good relationship with Ryan Shawcross after his 37 appearances.
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