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The answer is yes. In fact, there is the following

Proposition. Every $2$-dimensional rational singularity is analytically $\mathbb{Q}$-factorial, in particular $\mathbb{Q}$-Gorenstein.

See S. Ishii, Introduction to Singularities, Theorem 7.3.2.