How do I repair pulls on a dresser?

I bought a used dresser and chest of drawers at a charity site. The pulls on several of the draws are broken and I’m wondering if anyone has ever repaired something like this. Unfortunately I don’t have the pieces broken off. I had seen a post about making a mold from hot glue and copying the shape with wood filler. Would something like that work.

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