Linen thread has the benefit of strength over cotton thread and is the traditional material that bookbinders sew with. It is available in a variety of thicknesses.
This thread is already waxed for ease of sewing, so it will not catch the paper.
This should be used with a bookbinders needle, which you can see here.
Slightly off-white in colour
Sold by the metre.