diff --git a/docs/conf.py b/docs/conf.py
index 1446adb..2b0e4aa 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -1,4 +1,13 @@
-import supysonic
+import os.path
+
+# Simulate import of the "supysonic" package
+supy_module_path = os.path.join(
+    os.path.dirname(__file__), "..", "supysonic", "__init__.py"
+)
+with open(supy_module_path, "rt", encoding="utf-8") as f:
+    supysonic = type("", (), {})()
+    exec(f.read(), supysonic.__dict__)
+
 
 # -- Project information -----------------------------------------------------
 
@@ -99,6 +108,6 @@ man_pages = [
         "supysonic-server",
         "Python implementation of the Subsonic server API",
         [author],
-        1
-    )
+        1,
+    ),
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 3607e0f..396b209 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,3 @@
 [build-system]
-requires = ["setuptools>=51.0.0", "wheel"]
+requires = ["setuptools>=51.0.0", "wheel", "sphinx"]
 build-backend = "setuptools.build_meta"
diff --git a/setup.cfg b/setup.cfg
index 430be0d..254b218 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -71,3 +71,6 @@ console_scripts =
     supysonic-cli = supysonic.cli:main
     supysonic-daemon = supysonic.daemon:main
     supysonic-server = supysonic.server:main
+
+[options.data_files]
+share/man/man1 = man/*.1
diff --git a/setup.py b/setup.py
index e51e2d7..190e0ba 100644
--- a/setup.py
+++ b/setup.py
@@ -2,11 +2,27 @@
 # Supysonic is a Python implementation of the Subsonic server API.
 #
 # Copyright (C) 2013-2021 Alban 'spl0k' Féron
-#                    2017 Óscar García Amor
 #
 # Distributed under terms of the GNU AGPLv3 license.
 
+import os.path
+
+from distutils import dir_util
 from setuptools import setup
+from setuptools.command.sdist import sdist as _sdist
+
+
+class sdist(_sdist):
+    def make_release_tree(self, base_dir, files):
+        super().make_release_tree(base_dir, files)
+
+        man_dir = os.path.join(base_dir, "man")
+        doctrees_dir = os.path.join(man_dir, ".doctrees")
+        self.spawn(["sphinx-build", "-q", "-b", "man", "docs", man_dir])
+        dir_util.remove_tree(doctrees_dir)
+
 
 if __name__ == "__main__":
-    setup()
+    setup(
+        cmdclass={"sdist": sdist},
+    )