Oysters may be one of the more intimidating mushrooms in appearance, since they look nothing like the common button mushroom. But fear them not -- they are simple to prepare and offer a delicate and sweet flavor. Depending on the time of year they are foraged, oysters can even offer an anise-like taste. This mushroom, which got its common name due to its resemblance to the water bivalve molluscs.