If you don’t want to use Python you can use Model Builder. Model Builder has several iterator tools.
Use Iterate Feature Selection to iterate over features in a feature class (your watersheds). Then use Clip Tool.
You have to run this model 10 times (one for each raster).
Here are some examples of using serveral iterate tools.