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DownThemAll works with Firefox cross platform. Right Click on the page and dta OneClick. Fast Filter .pdf, .zip covers all downloads.

I was disappointed I couldn't find DownThemAll for Chrome but a quick check on the store found an equivalent plugin called DownloadAll.