I think you should stick with the framework, at least until your requirements exceed the frameworks capabilities.
There is always a simpler solution that you can one off. But is it worth your time to reinvent the wheel?
Also, I'm curious - were you able to do the same thing in Python that you did in Scrapy because you tried Scrapy first?