diff --git a/tools/check_logs.py b/tools/check_logs.py
index e34dec3..caad85c 100755
--- a/tools/check_logs.py
+++ b/tools/check_logs.py
@@ -20,8 +20,8 @@
 import os
 import re
 import six
+import six.moves.urllib.request as urlreq
 import sys
-import urllib2
 
 import yaml
 
@@ -67,9 +67,9 @@
                 logs_with_errors.append(name)
     for (name, url) in url_specs:
         whitelist = whitelists.get(name, [])
-        req = urllib2.Request(url)
+        req = urlreq.Request(url)
         req.add_header('Accept-Encoding', 'gzip')
-        page = urllib2.urlopen(req)
+        page = urlreq.urlopen(req)
         buf = six.StringIO(page.read())
         f = gzip.GzipFile(fileobj=buf)
         if scan_content(name, f.read().splitlines(), regexp, whitelist):
@@ -95,7 +95,7 @@
 
 
 def collect_url_logs(url):
-    page = urllib2.urlopen(url)
+    page = urlreq.urlopen(url)
     content = page.read()
     logs = re.findall('(screen-[\w-]+\.txt\.gz)</a>', content)
     return logs
diff --git a/tools/find_stack_traces.py b/tools/find_stack_traces.py
index 49a42fe..f2da27a 100755
--- a/tools/find_stack_traces.py
+++ b/tools/find_stack_traces.py
@@ -19,8 +19,8 @@
 import pprint
 import re
 import six
+import six.moves.urllib.request as urlreq
 import sys
-import urllib2
 
 
 pp = pprint.PrettyPrinter()
@@ -65,9 +65,9 @@
 
 def hunt_for_stacktrace(url):
     """Return TRACE or ERROR lines out of logs."""
-    req = urllib2.Request(url)
+    req = urlreq.Request(url)
     req.add_header('Accept-Encoding', 'gzip')
-    page = urllib2.urlopen(req)
+    page = urlreq.urlopen(req)
     buf = six.StringIO(page.read())
     f = gzip.GzipFile(fileobj=buf)
     content = f.read()
@@ -105,7 +105,7 @@
 
 
 def collect_logs(url):
-    page = urllib2.urlopen(url)
+    page = urlreq.urlopen(url)
     content = page.read()
     logs = re.findall('(screen-[\w-]+\.txt\.gz)</a>', content)
     return logs