diff --git a/.precommit/add_notebook_preemble.py b/.precommit/add_notebook_preemble.py
index b54f8673..32103a32 100644
--- a/.precommit/add_notebook_preemble.py
+++ b/.precommit/add_notebook_preemble.py
@@ -16,7 +16,7 @@
 import importlib
 
 if not importlib.util.find_spec('mrpro'):
-    %pip install mrpro
+    %pip install mrpro[notebooks]
 """
 
 # the temp files of jupytext have the header which looks like: