+1 to the dremmel tool
I used a dremmel tool too.
But I've cut small squares of 3M (maroon) scotchbrite and pushed the screw the the middle of the square and into the mandrel of the Dremmel.
You tend to blow through the squares fairly quickly...but it works well and its cheap!!!