It’s not unreasonable to assume that Google uses quantities of links
as a spam signal.
If you want to link over and over again, do so at your peril. Even then,
John Mueller has stated that they don’t care about internal links, and
you can do what you want.
You have a site that has more than 10,000 links per page. This is
going to introduce problems when it comes to Google crawling your
site.This depends on the scope and type of site you have. Make sure
that you reduce links per page down to less than a few thousand if
your site needs it.Common Issue
Solution
GOOGLE WEBMASTER GUIDELINES: EVERYTHING YOU NEED TO
KNOW & UNDERSTAND