diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..45297de
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,40 @@
+[build-system]
+requires = ["setuptools>=61.0", "setuptools-scm", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "pySMART-exporter"
+description = "A Prometheus PySMART exporter"
+readme = "README.md"
+keywords = ["prometheus", "SMART", "exporter", "monitoring"]
+license = {text = "BSD-3-Clause"}
+dependencies = [
+    "prometheus-client",
+    "pySMART >=1.1.0"
+]
+dynamic = ["version"]
+authors = [
+    { name = "Rafael Leira", email = "rafael.leira@naudit.es" }
+]
+
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "Intended Audience :: System Administrators",
+    "License :: OSI Approved :: BSD License",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Topic :: Software Development",
+    "Topic :: Software Development :: Libraries",
+    "Topic :: Software Development :: Libraries :: Python Modules"
+]
+
+[project.urls]
+homepage = "https://repo1.naudit.es/theseus/pysmart-exporter"
+
+[project.entry-points."console_scripts"]
+pysmart_exporter = "pysmart_exporter.__main__:main"
+
+[tool.setuptools.dynamic]
+version = {attr = "pysmart_exporter.__version__"}
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 8eb05d1..0000000
--- a/setup.py
+++ /dev/null
@@ -1,91 +0,0 @@
-# Copyright (C) 2021 Rafael Leira
-#
-# This program is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
-# License for more details.
-#
-################################################################
-
-from setuptools import setup
-
-from distutils.core import setup
-from subprocess import Popen, PIPE
-import os
-import re
-
-
-def read_file(path):
-    with open(os.path.join(os.path.dirname(__file__), path)) as fp:
-        return fp.read()
-
-
-def _get_version_match(content):
-    # Search for lines of the form: # __version__ = 'ver'
-    regex = r"^__version__ = ['\"]([^'\"]*)['\"]"
-    version_match = re.search(regex, content, re.M)
-    if version_match:
-        return version_match.group(1)
-    raise RuntimeError("Unable to find version string in '__init__.py'.")
-
-
-def get_version():
-    try:
-        p = Popen(['git', 'describe', '--always', '--tags'],
-                  stdout=PIPE, stderr=PIPE)
-        p.stderr.close()
-        line = p.stdout.readlines()[0]
-        describe = line.strip()[1:].decode('utf-8').split('-')
-        if len(describe) == 1:
-            return describe[0]
-        else:
-            return describe[0]+'.'+describe[1]
-
-    except Exception as e:
-        print(e)
-        return _get_version_match(read_file(os.path.join('pysmart-exporter', '__init__.py')))
-
-
-def get_long_description():
-    this_directory = os.path.abspath(os.path.dirname(__file__))
-    with open(os.path.join(this_directory, 'README.md'), encoding='utf-8') as f:
-        long_description = f.read()
-
-    return long_description
-
-
-REQUIREMENTS = [
-    'prometheus-client',
-    'pySMART (>=1.1.0)',
-]
-
-CLASSIFIERS = [
-    'Development Status :: 4 - Beta',
-    'Intended Audience :: Developers',
-    'Intended Audience :: System Administrators',
-    'License :: OSI Approved :: BSD License',
-    'Operating System :: OS Independent',
-    'Programming Language :: Python',
-    'Programming Language :: Python :: 3',
-    'Topic :: Software Development',
-    'Topic :: Software Development :: Libraries',
-    'Topic :: Software Development :: Libraries :: Python Modules'
-]
-
-setup(name='pySMART-exporter',
-      version=get_version(),
-      description='A Prometheus PySMART exporter',
-      url='https://repo1.naudit.es/theseus/pysmart-exporter',
-      author='Rafael Leira',
-      author_email='rafael.leira@naudit.es',
-      license='BSD-3-Clause',
-      packages=['pysmart_exporter'],
-      install_requires=REQUIREMENTS,
-      long_description=get_long_description(),
-      long_description_content_type='text/markdown',
-      classifiers=CLASSIFIERS,
-      entry_points={
-          'console_scripts': [
-              'pysmart-exporter=pysmart_exporter.__main__:main',
-          ]},
-      )