What is the city 'Munich' called in German?

It's called München.

If you want to know how to pronounce this, go to http://dict.leo.org (the best online translator I know), search for "munich" and on the results page click on the little icon of a loudspeaker with a blue i beside it on the right hand side of "München". A woman will read the Word to you.