diff --git a/bin/enable-app-engine-project b/bin/enable-app-engine-project
index 8a53ec2..b67cde8 100755
--- a/bin/enable-app-engine-project
+++ b/bin/enable-app-engine-project
@@ -61,9 +61,9 @@
   Args:
     module: str, Name of the module.
   Returns:
-    A tuple of (isdir, location), a boolean indicating if it
-    is a directory (True) or a single file module (False), and
-    the absolute path of the source.
+    A tuple of (isdir, location), a boolean that's True if
+    the source is a directory, False is it's a file,
+    and the absolute path of the source.
   """
   isdir = False
   location = ''
@@ -74,7 +74,12 @@
     isdir = True
     location = os.path.dirname(m.__file__)
   else:
-    location = m.__file__.rsplit('.', 1)[0] + '.py'
+    if os.path.isfile(m.__file__):
+      location = m.__file__.rsplit('.', 1)[0] + '.py'
+    else:
+      # The file is an egg, extract to a temporary location
+      import pkg_resources
+      location = pkg_resources.resource_filename(module, module + '.py')
 
   return (isdir, location)