I have never used Eagle, but on my PCB package you can add a solder mask pad swell which stops the solder mask covering your PCB pads. Are your drill sizes larger than your solder mask pad swell? In other words if you have a PCB drill hole that is 1mm and your solder mask is only 0.5mm around the hole then there is no point in having solder masking pad swell?