diff --git a/README.rst b/README.rst
index 7722a1e27..63d9d75de 100644
--- a/README.rst
+++ b/README.rst
@@ -11,11 +11,11 @@ TaskFlow
 ========
 
 .. image:: https://img.shields.io/pypi/v/taskflow.svg
-    :target: https://pypi.python.org/pypi/taskflow/
+    :target: https://pypi.org/project/taskflow/
     :alt: Latest Version
 
 .. image:: https://img.shields.io/pypi/dm/taskflow.svg
-    :target: https://pypi.python.org/pypi/taskflow/
+    :target: https://pypi.org/project/taskflow/
     :alt: Downloads
 
 A library to do [jobs, tasks, flows] in a highly available, easy to understand
diff --git a/doc/source/user/engines.rst b/doc/source/user/engines.rst
index 4362b9a12..ec939e5c4 100644
--- a/doc/source/user/engines.rst
+++ b/doc/source/user/engines.rst
@@ -471,5 +471,5 @@ Hierarchy
 .. _future: https://docs.python.org/dev/library/concurrent.futures.html#future-objects
 .. _executor: https://docs.python.org/dev/library/concurrent.futures.html#concurrent.futures.Executor
 .. _networkx: https://networkx.github.io/
-.. _futures backport: https://pypi.python.org/pypi/futures
+.. _futures backport: https://pypi.org/project/futures
 .. _process pool executor: https://docs.python.org/dev/library/concurrent.futures.html#processpoolexecutor
diff --git a/tools/clear_zk.sh b/tools/clear_zk.sh
index e6dde4b7c..734056be9 100755
--- a/tools/clear_zk.sh
+++ b/tools/clear_zk.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 
-# This requires https://pypi.python.org/pypi/zk_shell/ to be installed...
+# This requires https://pypi.org/project/zk_shell/ to be installed...
 
 set -e