I mainly use dropper bottles but hobby infrequently and wanted a simple way to shake my paints before use.

This adapter has an embedded magnet that lets me attach it to a standard 13mm socket in any handheld drill, slip the dropper bottle into the sleeve and set it spinning for as long as I feel necessary.

Works well enough for my purposes, hopefully does for you too.