I don't remember seeing religious items there. You might want to check out a Catholic church or a religious shop.
St Andrews Church in Myrtle Beach has a very nice gift shop. Open before mass and after mass.
It is possible. They seem to have everything. The thing is that it is almost all beach themed.
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