The first pilgrims traveled on the Mayflower . The club crest features the Mayflower , the London-based ship , which carried the pilgrims to Massachusetts . Former League club Boston United are also known as the Pilgrims and feature the Mayflower on its badge ; Boston was the starting point on the Pilgrims journey .