[Little Ray]

You’re right.
They should have been called “Gunboats” and given a designation of “PG” instead of LCS.

[Oztrich Boy]

Actually the real classification is LPR (Amphibious transport - Small), 1947 reclassification of the Big One's APD (High Speed Transport)