Should I claim the Canada workers benefit? Will it make an impact on my future tax returns?

If you qualify for the benefit, then there is no reason not to. It will not impact your future tax returns.

The Advanced Canada Workers Benefit will alter your tax return. I just had a problem that they gave me the credit in January, yet when I just completed my taxes they took my credit away. Beware of how these payments are given.