diff --git a/docs/source/conf.py b/docs/source/conf.py
index f26770ed5..63c5d7e28 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -14,6 +14,8 @@
 import shutil
 from datetime import datetime, timezone
 
+from intersphinx_registry import get_intersphinx_mapping
+
 HERE = os.path.dirname(__file__)
 
 # If extensions (or modules to document with autodoc) are in another directory,
@@ -317,11 +319,7 @@
 # texinfo_no_detailmenu = False
 
 # Example configuration for intersphinx: refer to the Python standard library.
-intersphinx_mapping = {
-    "python": ("https://docs.python.org/3.6", None),
-    "jinja": ("http://jinja.pocoo.org/docs", None),
-    "nbformat": ("https://nbformat.readthedocs.io/en/latest", None),
-}
+intersphinx_mapping = get_intersphinx_mapping(packages={"python", "jinja", "nbformat"})
 
 
 def setup(_):
diff --git a/pyproject.toml b/pyproject.toml
index f7a3f53e9..c2252e050 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,6 +79,7 @@ docs = [
     "ipython",
     "ipykernel",
     "sphinxcontrib_spelling",
+    "intersphinx_registry",
 ]
 all = ["nbconvert[qtpdf,webpdf,test,serve,docs]"]