diff --git a/python/nx-cugraph/README.md b/python/nx-cugraph/README.md
index 273a6112d77..f6a9aac1088 100644
--- a/python/nx-cugraph/README.md
+++ b/python/nx-cugraph/README.md
@@ -101,6 +101,7 @@ supported in nx-cugraph.
 | balanced_cut_clustering | ? |
 | betweenness_centrality | 23.10 |
 | bfs | ? |
+| connected_components | 23.12 |
 | core_number | ? |
 | degree_centrality | 23.12 |
 | ecg | ? |