Yes, you need to manually set up the BSC chain on the PC. the following is a tutorial. In addition, you can first exchange eth for some bnb, and then cross link the bnb to the BSC chain through the cross chain tool
https://community.metamask.io/t/how-to-add-custom-networks-to-metamask-like-binance-and-polygon-matic/3634
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