diff --git a/.gitignore b/.gitignore
--- a/.gitignore
+++ b/.gitignore
@@ -5,5 +5,7 @@
 .eggs/
 __pycache__
 *.egg-info/
+build/
+dist/
 version.txt
 /.hypothesis/
diff --git a/README.md b/README.md
new file mode 100644
--- /dev/null
+++ b/README.md
@@ -0,0 +1,10 @@
+swh-scheduler
+=============
+
+Job scheduler for the Software Heritage project.
+
+Task manager for asynchronous/delayed tasks, used for both recurrent (e.g.,
+listing a forge, loading new stuff from a Git repository) and one-off
+activities (e.g., loading a specific version of a source package).
+
+
diff --git a/setup.py b/setup.py
old mode 100644
new mode 100755
--- a/setup.py
+++ b/setup.py
@@ -1,5 +1,20 @@
+#!/usr/bin/env python3
+# 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():
     requirements = []
@@ -16,17 +31,31 @@
 setup(
     name='swh.scheduler',
     description='Software Heritage Scheduler',
+    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/diffusion/DSCH/',
     packages=find_packages(),
     scripts=['bin/swh-worker-control'],
     install_requires=parse_requirements(),
+    setup_requires=['vcversioner'],
+    vcversioner={},
     entry_points='''
         [console_scripts]
         swh-scheduler=swh.scheduler.cli:cli
     ''',
-    setup_requires=['vcversioner'],
-    vcversioner={},
     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://https://www.softwareheritage.org/donate',
+        'Source': 'https://forge.softwareheritage.org/source/swh-scheduler',
+    },
 )