diff --git a/docs/README.rst b/docs/README.rst
--- a/docs/README.rst
+++ b/docs/README.rst
@@ -1,5 +1,6 @@
-swh-loader-cvs
-==============
+Software Heritage - CVS loader
+==============================
 
-The Software Heritage CVS Loader is a tool and a library to walk a local CVS repository
-and inject into the SWH dataset all contained files that weren't known before.
+The Software Heritage CVS Loader is a tool and a library to walk
+<https://savannah.nongnu.org/projects/cvs>`_ repositories and inject into the SWH
+dataset all contained files that weren't known before.
diff --git a/docs/index.rst b/docs/index.rst
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,9 +1,6 @@
 .. _swh-loader-cvs:
 
-Software Heritage - CVS loader
-==============================
-
-Loader for <https://savannah.nongnu.org/projects/cvs>`_ repositories.
+.. include:: README.rst
 
 
 Reference Documentation