diff --git a/cibuildwheel/__main__.py b/cibuildwheel/__main__.py
index 82339f47..c394a9d9 100644
--- a/cibuildwheel/__main__.py
+++ b/cibuildwheel/__main__.py
@@ -1,6 +1,9 @@
 from __future__ import print_function
 import argparse, os, subprocess, sys, textwrap
-from configparser import ConfigParser
+try:
+    from configparser import ConfigParser
+except ImportError:
+    from ConfigParser import ConfigParser
 
 import cibuildwheel
 import cibuildwheel.linux, cibuildwheel.windows, cibuildwheel.macos