Slice the melons in half, remove the seeds and use a melon baller to create small melon balls. Place those in a large mixing bowl. Add the blueberries, mozzarella and basil.
Whisk together the olive oil, vinegar, honey and salt and pepper in a small bowl and drizzle on top of the salad. Gently stir to combine.