I’m trying to redirect https://example.com/register to https://example.com?mode=register

I have tried the following code

add_action( 'init', 'redirect_urls' );
function redirect_urls(){
    add_rewrite_rule('/register/', 'index.php?mode=signup', 'top' );
}

But it does not work or redirect at all. How do I fix this?