Cream of mushroom soup is a dreamy creamy soup full of delicately flavored sauteed mushrooms and herbs. If you love the taste of cream of mushroom soup, but can stand the canned version, this is for you This is a fancy, thick, rich, restaurant worthy soup you can whip up at home in no time.