Thanks for the replies...

I happened to install the factory Aux Input ($32 at BMW dealer).
To avoid static noise, you need to turn the volume up on the MP3 player (iPhone, iPod, Samsung phone etc.), then play with the radio volume later...

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1998 E39 528i 5sp MT
2006 E53 X5 3.0 6sp MT