We were in Marseilles from noon on day one until 6 PM the next day. That gave us time to explore the port on the first afternoon.
Then the next day, we booked a boat ride to a nearby island (20 minute ride) and explored some amazing scenery on a hike. It was so beautiful! It was like we found a hidden gem. We were practically there by ourselves. That is the beauty of being on a smaller ship!