For the past week, e621 posts have been showing up as list of tags. I cleared cache, updated, ect and this still persists.
When I try to view the download source, it shows as "e621 sent an invalid response".
Is there any fixes?

Are you using Malwarebytes by any chance?

The thought popped into my mind to see if another program was blocking, yes it was. Fixed it.