Converting multiple Markdown files with links to PDF

I don't know with which type of links you have problems (inline links, reference links, HTML links, image links, automatic links...), but you can try to use Pandoc:

pandoc *.md -o result.pdf

This will convert all files with the *.md file extension to a single pdf.