In a bowl, whisk together the olive oil. sherry vinegar, chili powder and parsley and toss to coat. Season with salt and pepper, to taste.
Slice fennel into wedges and wash cherry tomatoes. Roll salami slices into batons.
Drain all jarred ingredients well. Arrange all items as desired on a large platter. Serve slightly chilled or at room temperature with bread and/or crackers.