Most of these programs don't do a true crop, they just set the bounding box or the viewport of the PDF to ignore the rest of the page, so the headers and footers are still there, but hidden. (So they're still there when you convert.)
Calibre has built in methods for ignoring the headers and footers when converting. You might ask about it in the calibre forum.
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