How do you put a website link on your computer desktop?

I often refer to certain websites often. These are not big-name websites, but I like to check in to see what is happening and what new postings might be on the site.

I often have to trawl through my hundreds of bookmarks to find the link (if I can’t remember the exact web address). I would like to put them on my desktop so I can just click on an icon and go in and browse.

Is this possible to do with a website that doesn’t offer a desktop app?

Thanks!