diff --git a/setup.py b/setup.py
--- a/setup.py
+++ b/setup.py
@@ -1,9 +1,20 @@
 #!/usr/bin/env python3
-
-import os
+# Copyright (C) 2015-2018  The Software Heritage developers
+# See the AUTHORS file at the top-level directory of this distribution
+# License: GNU General Public License version 3, or any later version
+# See top-level LICENSE file for more information
 
 from setuptools import setup, find_packages
 
+from os import path
+from io import open
+
+here = path.abspath(path.dirname(__file__))
+
+# Get the long description from the README file
+with open(path.join(here, 'README.md'), encoding='utf-8') as f:
+    long_description = f.read()
+
 
 def parse_requirements(name=None):
     if name:
@@ -12,7 +23,7 @@
         reqf = 'requirements.txt'
 
     requirements = []
-    if not os.path.exists(reqf):
+    if not path.exists(reqf):
         return requirements
 
     with open(reqf) as f:
@@ -27,9 +38,11 @@
 setup(
     name='swh.loader.pypi',
     description='Software Heritage PyPI Loader',
+    long_description=long_description,
+    long_description_content_type='text/markdown',
     author='Software Heritage developers',
     author_email='swh-devel@inria.fr',
-    url='https://forge.softwareheritage.org/source/swh-loader-pypi.git',
+    url='https://forge.softwareheritage.org/source/swh-loader-pypi',
     packages=find_packages(),
     scripts=[],   # scripts to package
     install_requires=parse_requirements() + parse_requirements('swh'),
@@ -38,4 +51,16 @@
     extras_require={'testing': parse_requirements('test')},
     vcversioner={'version_module_paths': ['swh/loader/pypi/_version.py']},
     include_package_data=True,
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "Intended Audience :: Developers",
+        "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
+        "Operating System :: OS Independent",
+        "Development Status :: 5 - Production/Stable",
+    ],
+    project_urls={
+        'Bug Reports': 'https://forge.softwareheritage.org/maniphest',
+        'Funding': 'https://www.softwareheritage.org/donate',
+        'Source': 'https://forge.softwareheritage.org/source/swh-loader-pypi',
+    },
 )