Low Carb Mustard Potato Poppers

1 pound of small cauliflower florets (or radishes, for a different twist)
2 tablespoons olive oil
2 tablespoons Dijon mustard
1 teaspoon garlic powder
1 teaspoon onion powder
Salt and pepper to taste
Fresh parsley, chopped, for garnish