Пример использования urlib и lxml.html:
import urllib
from lxml import html
url = "http://www.infolanka.com/miyuru_gee/art/art.html"
page = html.fromstring(urllib.urlopen(url).read())
for link in page.xpath("//a"):
print "Name", link.text, "URL", link.get("href")
output >>
[('Aathma Liyanage', 'athma.html'),
('Abewardhana Balasuriya', 'abewardhana.html'),
('Aelian Thilakeratne', 'aelian_thi.html'),
('Ahamed Mohideen', 'ahamed.html'),
]