Place the olives, capers, anchovies, and garlic in a blender or food processor. Blend these ingredients until well combined.
Add the olive oil, lemon juice, mustard, thyme, and parsley to the blender. Continue blending until the mixture is smooth but retains a slightly coarse texture.
The tapenade can be refrigerated for several days.