It is actually possible to knit a sock from the cuff to the toe with just one circular needle - our addi sock wonder. Here's a tip on how you can also finish the toe, with fewer and fewer stitches, without additional needle(s):
Simply use the so-called magic loop or half magic loop. The needle cord is pulled out regularly. How the latter technique works exactly, You can find out how to do this in this video (german).