A tea towel is actually a small kitchen towel...its name more about the size than the fabric content.
I think what is being referred to here is a flour sack towel, I find them thin and often with permanent creases that I just can't get ironed out even after washing.
Here's a large selection of embroidery blanks of all kinds
http://allaboutblanks.com/Kitchen_Goodies.htm