Yes, it is possible to assign permission to Apex classes and Visualforce pages.
For Apex Classes:
- Go to Mass Assign Apex Classes Tab in the Mass Assign Permissions app.
For Visualforce Pages:
- Go to Mass Assign Visualforce Page Permissions Tab n the Mass Assign Permissions app.