diff --git a/.gitignore b/.gitignore
index 3760e99..abc564e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,9 +4,12 @@
 *.log.*
 .env*
 *.pid
-dist/
-build/
-*.egg-info
+/build
+/dist
+/*.egg-info/
+/*.eggs/
 .sass-cache/
 node_modules/
 .tox
+# Generated by setuptools_scm
+graphdash/_version.py
diff --git a/graphdash/__init__.py b/graphdash/__init__.py
index 913ab12..f553e18 100644
--- a/graphdash/__init__.py
+++ b/graphdash/__init__.py
@@ -1,5 +1,6 @@
 # -*- coding: utf-8 -*-
 
 from .routes import app, CONF
+from ._version import __version__
 
-__all__ = ['app', 'CONF']
+__all__ = ['app', 'CONF', '__version__']
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..d5f024a
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,7 @@
+[build-system]
+requires = ["setuptools>=42", "wheel", "setuptools_scm[toml]>=3.4"]
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools_scm]
+write_to = "graphdash/_version.py"
+write_to_template = "__version__ = \"{version}\"\n"
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..4d2fc2c
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,42 @@
+[metadata]
+name = GraphDash
+description = A web-based dashboard built from graphs and their metadata
+long_description = file: README.rst
+long_description_content_type = text/x-rst
+url = https://github.com/AmadeusITGroup/graphdash'
+author = Alex Prengère
+author_email = alex.prengere@amadeus.com
+license_files = LICENSE
+classifiers =
+    Development Status :: 5 - Production/Stable
+    Programming Language :: Python :: 3
+    Programming Language :: Python :: 3 :: Only
+    Programming Language :: Python :: Implementation :: CPython
+    Programming Language :: Python :: Implementation :: PyPy
+
+[options]
+zip_safe = False
+packages = find:
+install_requires =
+    PyYAML
+    Flask
+    Markdown
+    Pygments
+    stop-words
+python_requires = >=3.6.1
+setup_requires =
+    setuptools_scm
+scripts =
+    GraphDashManage
+
+[options.package_data]
+graphdash =
+    templates/*.html
+    assets/css/*
+    assets/js/*
+    assets/img/*
+
+[options.entry_points]
+console_scripts =
+    tfl = tfl.__main__:main
+    GraphDash = graphdash.__main__:main
diff --git a/setup.py b/setup.py
index 0e425d9..4ca6776 100644
--- a/setup.py
+++ b/setup.py
@@ -1,53 +1,5 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-
-"""
-Packaging
-"""
-
-from __future__ import with_statement
-from setuptools import setup, find_packages
-
-with open('README.rst') as f:
-    LONG_DESCRIPTION = f.read()
-
-with open('LICENSE') as f:
-    LICENSE = f.read()
-
-INSTALL_REQUIRES = [
-    'PyYAML',
-    'Flask',
-    'Markdown',
-    'Pygments',
-    'stop-words',
-]
+from setuptools import setup
 
 setup(
-    name='GraphDash',
-    version='0.10.3',
-    author='Alex Prengere',
-    author_email='alexprengere@amadeus.com',
-    url='https://github.com/AmadeusITGroup/graphdash',
-    description='A web-based dashboard built on graphs and their metadata.',
-    long_description=LONG_DESCRIPTION,
-    license=LICENSE,
-    packages=find_packages(),
-    package_data={
-        'graphdash': [
-            'templates/*.html',
-            'assets/css/*',
-            'assets/js/*',
-            'assets/img/*',
-        ],
-    },
-    zip_safe=False,
-    install_requires=INSTALL_REQUIRES,
-    entry_points={
-        'console_scripts': [
-            'GraphDash=graphdash.__main__:main',
-        ],
-    },
-    scripts=[
-        'GraphDashManage',
-    ],
+    use_scm_version=True,
 )
diff --git a/tox.ini b/tox.ini
index 2af782b..9185c89 100644
--- a/tox.ini
+++ b/tox.ini
@@ -25,3 +25,15 @@ exclude =
     __pycache__
 max-line-length = 100
 ignore = E203,E241,E402,W503
+
+[testenv:packages]
+allowlist_externals =
+    rm
+basepython = python3
+deps =
+    build
+    twine
+commands =
+    rm -rf build *.egg-info
+    python -m build -s -w -o dist
+    twine check dist/*