Absolutely, if you don't have enough free space, that can directly affect the performance of your MBPro.
A 128 GB boot drive does NOT leave you with much space already, and really easy for a variety of reasons to fill to capacity. In my experience, and with a small SSD like you have, less than 10% free space will easily cause noticeable slow-downs, without a doubt.