diff --git a/.travis.yml b/.travis.yml
index a46aa5e8..7785b7c2 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -6,6 +6,8 @@ python:
     - "3.6"
     - "3.7"
     - "3.8"
-
-install: pip install -U tox-travis
+install:
+    - pip install -U tox-travis pip setuptools setuptools_scm wheel
+    - python3 ./setup.py bdist_wheel
+    - pip install ./dist/*.whl
 script: tox
diff --git a/parglare/__init__.py b/parglare/__init__.py
index 134232d5..73d7c3ca 100644
--- a/parglare/__init__.py
+++ b/parglare/__init__.py
@@ -10,5 +10,4 @@
 from parglare.exceptions import ParserInitError, ParseError, GrammarError, \
     DisambiguationError
 
-
-__version__ = "0.12.0"
+from .version import __version__
diff --git a/setup.cfg b/setup.cfg
index abfc151e..53a1ac6f 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,3 +1,44 @@
+[metadata]
+name = parglare
+author = Igor R. Dejanovic
+author_email = igorREPLACEWITHDOTdejanovic@gmail.com
+license = MIT
+description = A pure Python Scannerless LR/GLR parser
+keywords = parglare
+url = https://github.com/igordejanovic/parglare
+long_description = file: README.rst
+classifiers =
+    Development Status :: 4 - Beta
+    Intended Audience :: Developers
+    Intended Audience :: Information Technology
+    Intended Audience :: Science/Research
+    Topic :: Software Development :: Interpreters
+    Topic :: Software Development :: Compilers
+    Topic :: Software Development :: Libraries :: Python Modules
+    License :: OSI Approved :: MIT License
+    Natural Language :: English
+    Programming Language :: Python :: 3
+    Programming Language :: Python :: 3.4
+    Programming Language :: Python :: 3.5
+    Programming Language :: Python :: 3.6
+    Programming Language :: Python :: 3.7
+    Programming Language :: Python :: 3.8
+    Operating System :: OS Independent
+
+[options]
+packages = parglare, parglare.tables
+zip_safe = False
+install_requires = click
+include_package_data = True
+tests_require = flake8; tox; coverage; coveralls; pytest
+package_dir =
+    parglare = parglare
+test_suite = tests
+setup_requires = setuptools_scm;
+
+[options.entry_points]
+console_scripts = pglr = parglare.cli:pglr
+
 [bumpversion]
 current_version = 0.1.0
 commit = True
diff --git a/setup.py b/setup.py
index 37049fbc..61625c1e 100644
--- a/setup.py
+++ b/setup.py
@@ -1,22 +1,10 @@
-#!/usr/bin/env python
+#!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-import os
 import sys
-import codecs
+import os
 from setuptools import setup
-
-VERSIONFILE = "parglare/__init__.py"
-VERSION = None
-for line in open(VERSIONFILE, "r").readlines():
-    if line.startswith('__version__'):
-        VERSION = line.split('"')[1]
-
-if not VERSION:
-    raise RuntimeError('No version defined in parglare.__init__.py')
-
-
-README = codecs.open(os.path.join(os.path.dirname(__file__), 'README.rst'),
-                     'r', encoding='utf-8').read()
+from pathlib import Path
+this_dir = Path(__file__).absolute().parent
 
 if sys.argv[-1].startswith('publish'):
     if os.system("pip list | grep wheel"):
@@ -30,60 +18,11 @@
         os.system("twine upload -r test dist/*")
     else:
         os.system("twine upload dist/*")
-        print("You probably want to also tag the version now:")
-        print("  git tag -a {0} -m 'version {0}'".format(VERSION))
-        print("  git push --tags")
+        print("You probably want to also tag the version now.")
     sys.exit()
 
-
-setup(
-    name='parglare',
-    version=VERSION,
-    description="A pure Python Scannerless LR/GLR parser",
-    long_description=README,
-    author="Igor R. Dejanovic",
-    author_email='igorREPLACEWITHDOTdejanovic@gmail.com',
-    url='https://github.com/igordejanovic/parglare',
-    packages=[
-        'parglare',
-        'parglare.tables'
-    ],
-    package_dir={'parglare':
-                 'parglare'},
-    include_package_data=True,
-    install_requires=['click'],
-    tests_require=[
-        'flake8',
-        'tox',
-        'coverage',
-        'coveralls',
-        'pytest',
-    ],
-    test_suite='tests',
-    license="MIT license",
-    zip_safe=False,
-    keywords='parglare',
-    entry_points={
-        'console_scripts': [
-            'pglr = parglare.cli:pglr'
-        ]
-    },
-    classifiers=[
-        'Development Status :: 4 - Beta',
-        'Intended Audience :: Developers',
-        'Intended Audience :: Information Technology',
-        'Intended Audience :: Science/Research',
-        'Topic :: Software Development :: Interpreters',
-        'Topic :: Software Development :: Compilers',
-        'Topic :: Software Development :: Libraries :: Python Modules',
-        'License :: OSI Approved :: MIT License',
-        'Natural Language :: English',
-        'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.4',
-        'Programming Language :: Python :: 3.5',
-        'Programming Language :: Python :: 3.6',
-        'Programming Language :: Python :: 3.7',
-        'Programming Language :: Python :: 3.8',
-        'Operating System :: OS Independent',
-    ]
-)
+if __name__ == "__main__":
+    setup(use_scm_version={
+        "write_to": str(this_dir / "parglare" / "version.py"),
+        "write_to_template": '__version__ = "{version}"\n',
+    })