diff --git a/docs/reference/ImageFont.rst b/docs/reference/ImageFont.rst
index ff79bdcd8..dbab0f395 100644
--- a/docs/reference/ImageFont.rst
+++ b/docs/reference/ImageFont.rst
@@ -8,10 +8,10 @@ The :py:mod:`~PIL.ImageFont` module defines a class with the same name. Instance
 this class store bitmap fonts, and are used with the
 :py:meth:`PIL.ImageDraw.ImageDraw.text` method.
 
-PIL uses its own font file format to store bitmap fonts. You can use the
-:command:`pilfont` utility from
-`pillow-scripts <https://pypi.org/project/pillow-scripts/>`_
-to convert BDF and PCF font descriptors (X window font formats) to this format.
+PIL uses its own font file format to store bitmap fonts. You can use
+`pilfont.py <https://github.com/python-pillow/pillow-scripts/blob/master/Scripts/pilfont.py>`_
+from `pillow-scripts <https://pypi.org/project/pillow-scripts/>`_ to convert BDF and
+PCF font descriptors (X window font formats) to this format.
 
 Starting with version 1.1.4, PIL can be configured to support TrueType and
 OpenType fonts (as well as other font formats supported by the FreeType