An oyster has a chance to contain an oyster pearl(s), but is usually empty. The pearls can be made into pearl bolt tips by using a chisel, if you have 41 Fletching. You can sometimes obtain them by fishing with a big fishing net (requires 16 Fishing). You can also obtain them as a drop from these creatures:
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