Filters Unlimited doesn't appear to be available anymore. Unfortunately, it's impossible to download it again from the official website because there is none, just like you said. However, I have see the application hosted on other websites, but pay extra caution when downloading apps from 3rd party websites. You shouldn't trust them and an antivirus will have to be installed on your computer.
Google Search: https://goo.gl/pj4VLH