Before central banks there were local banks that operated like that, you could pay them to keep your money safe, or you could let them lend it out for a share of the interest, but you also had a share of the loss/risk.

With central banks the risks of loss is low enough that nobody needs the just keep my money safe service anymore - except now they do because rates are so low