The Belgian giants have had a disastrous start to the season under player-manager Vincent Kompany - with Arnesen paying with his job.
Vercauteren had been working as an advisor to Leicester City's Belgian partners OH Leuven.
Anderlecht will cough up a fee to OHL to take on Vercauteren.
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