How to debug Web2py applications?
As Carl stated, it is as easy as:

Installing PyDev in Eclipse
Right Click on your Web2Py project, selecting Debug As > Python Run
Selecting web2py.py as the file to run

No other plugins or downloads are needed.
Is it possible? 
By debug I mean setting breakpoints, inspect values and advance step by step.