I just want to have a solution between RCA pre and XLR power amp, it seems the transformer coupled is the simple way to go.
It is. A set of Jensen ISOMAX line transformers should do the job. They make one that has RCA inputs and XLR outs.
https://www.jensen-transformers.com/home-theater/audiophile/
They make them to order too- so you can get RCA in and XLR out although you don't see that on their site.

