Check the site robots.txt

https://en.wikipedia.org/wiki/Robots_exclusion_standard

But basically scrapping is a loophole, you are not doing nothing wrong because everything is accessible with browser. Still web admins get upset.

For tools I use now selenium with phantomJS, but you can also use scrappy.

As long as you don´t claim alot of bandwith that other users could use should be fine