I would say plug leads, and check the distributor too. It should have both a protective cap on the front and a seal under the cap to keep moisture out.
If the leads are old, change em. Lift the bonnet at night and look at the car when running on a damp day or just mist the whole area with a squirt bottle and look for fireworks!

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2009 Mercedes ML320 Bluetec