diff --git a/docs/README.rst b/docs/README.rst
--- a/docs/README.rst
+++ b/docs/README.rst
@@ -4,11 +4,12 @@
 The Software Heritage CVS Loader imports the history of CVS repositories
 into the SWH dataset.
 
-The main entry points are
+The main entry points is:
 
--  :class:`swh.loader.cvs.loader.CvsLoader` for the main cvs loader
+-  ``swh.loader.cvs.loader.CvsLoader`` for the main cvs loader
    which ingests content out of a local cvs repository
 
+
 Features
 --------
 
diff --git a/setup.py b/setup.py
--- a/setup.py
+++ b/setup.py
@@ -40,7 +40,7 @@
     name="swh.loader.cvs",
     description="Software Heritage CVS Loader",
     long_description=long_description,
-    long_description_content_type="text/markdown",
+    long_description_content_type="text/x-rst",
     python_requires=">=3.7",
     author="Software Heritage developers",
     author_email="swh-devel@inria.fr",