Cut broccoli from stems, and chop into small pieces. Remove stems and seeds from red bell pepper, and dice into small pieces. Combine broccoli, red bell pepper and capers in a large bowl.
In a smaller bowl, combine remaining ingredients, and stir until mixed. Pour dressing over broccoli mixture, and stir until all broccoli mix is well coated. Refrigerate 1 hour before serving.