Hm, even it is considered a normal operation, I'm still inclined to fix it, just due to the fact the sound wasn't there before. Besides, I have oil traces where the intake cover is connected to the supercharger, looks like the supercharger gasket. Will get it done at the same time.
Thanks for the suggestions!

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2002 C230K