Shiitake mushrooms have umbrella-shaped caps, wide open veils, tan gills and curved stems. Shiitake mushrooms are often described as having an earthy, smoky flavor and a rich meaty-yet-buttery texture when cooked. It’s no surprise that they are commonly found in an array of dishes that call for bold flavors.