What is the range of Granger causality values

Is it normal if the Granger causality value is around 2?"

If that value is "normal" or not depends on your research question.

The lower bound for Granger causality values is 0. However, there is not upper bound, as that depends on the information added by the second variable. Check this link for more information on how GC is computed:

https://neuroimage.usc.edu/brainstorm/GrangerCausality