You can list every man page installed on your system with man -k . , or just apropos .
But that's a lot of random junk. If you only want "executable programs or shell commands", only grab man pages in section 1 with a apropos -s 1 .

You can get the path of a man page by using whereis -m pwd (replace pwd with your page name.)

You can convert a man page to html with man2html (may require apt get man2html or whatever equivalent applies to your distro.)
That tool adds a couple of useless lines at the beginning of each file, so we'll want to pipe its output into a | tail +3 to get rid of them.

Combine all of these together in a questionable incantation, and you might end up with something like this:

mkdir -p tmp ; cd tmp
apropos -s 1 . | cut -d' ' -f1 | while read page; do whereis -m "$page" ; done | while read id path rest; do man2html "$path" | tail +3 > "${id::-1}.html"; done

List every command in section 1, extract the id only. For each one, get a file path. For each id and file path (ignore the rest), convert to html and save it as a file named $id.html.

It might take a little while to run, but then you could run firefox . or whatever and browse the resulting mess.

Or keep tweaking all of this until it's just right for you.

the command manpath will show the paths it searches. usually it's /usr/share/man and /usr/man is a common location for them.

Sometimes I find myself looking man pages up on linux.die.net/man and mankier.com. Distros like Debian have manpages.debian.org (all manpages in Debian) which are useful as a web-based reference too

https://superuser.com/questions/318555/where-are-man-pages-stored-in-ubuntu#318559 has your answer.