Pulse first 8 ingredients in a food processor 6 to 7 times or until finely chopped.
Add Parmesan cheese and oil; process until smooth, stopping to scrape down sides as needed. Use immediately, or store in refrigerator up to 48 hours. If chilled, let stand at room temperature 30 minutes before using; stir until blended.