Hi,
You can’t disable search on a single map, but it is possible to enable/disable it for all mashups on the MapPress settings screen.
I agree – the scrolling is annoying when the map isn’t at the top of the screen. I just updated the plugin to version 2.53.8, which should only focus the search box when the map is being edited.