Preheat oven to 400 degrees F. Toast bread slices, cut side down, on a baking pan until lightly crisp, about 8 minutes. Transfer pan to a wire rack and cool for about 1 minute. Spread 1 tablespoon butter onto each slice. Top with a single layer of radishes. Sprinkle with salt and pepper.