Looks like it uses HTTPS to me.
What you're referring to is an old (fixed roughly six years ago), and highly misrepresented situation discussed here:
Here it is 3.5 years ago being hosted over http and not redirecting to https. It looks like they changed in 2018.
https://web.archive.org/web/20170907194943/http://keepass.in...
New version of the software were served via mirrors and digital signatures for all versions were made available. Standard security practice for the era was to verify the digital signatures of software before installing it because so much software was served by third parties.
Also, this all happened before HTTPS was ubiquitous (the patch to force version checks to use HTTPS came in 2016). Most sites still served traffic over regular HTTP, with only logins and purchase pages using encryption.