diff --git a/setup.py b/setup.py
index 3c9deb8..ea49659 100755
--- a/setup.py
+++ b/setup.py
@@ -1,65 +1,69 @@
 #!/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(name=None):
     if name:
         reqf = 'requirements-%s.txt' % name
     else:
         reqf = 'requirements.txt'
 
     requirements = []
     if not path.exists(reqf):
         return requirements
 
     with open(reqf) as f:
         for line in f.readlines():
             line = line.strip()
             if not line or line.startswith('#'):
                 continue
             requirements.append(line)
     return requirements
 
 
 setup(
     name='swh.loader.core',
     description='Software Heritage Base 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/diffusion/DLDBASE',
     packages=find_packages(),  # packages's modules
     scripts=[],   # scripts to package
     install_requires=parse_requirements() + parse_requirements('swh'),
     setup_requires=['vcversioner'],
     extras_require={'testing': parse_requirements('test')},
     vcversioner={},
     include_package_data=True,
+    entrypoints='''
+        [swh.workers]
+        loader.package=swh.loader.package:register
+    ''',
     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-core',
     },
 )
diff --git a/swh/loader/package/__init__.py b/swh/loader/package/__init__.py
index 4756635..5427a77 100644
--- a/swh/loader/package/__init__.py
+++ b/swh/loader/package/__init__.py
@@ -1,19 +1,27 @@
 # Copyright (C) 2019  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 typing import Any, Mapping
+
 try:
     from swh.loader.core._version import __version__   # type: ignore
 except ImportError:
     __version__ = 'devel'
 
 
 DEFAULT_PARAMS = {
     'headers': {
         'User-Agent': 'Software Heritage Loader (%s)' % (
             __version__
         )
     }
 }
+
+
+def register() -> Mapping[str, Any]:
+    return {
+        'task_modules': ['%s.tasks' % __name__],
+    }