diff --git a/setup.cfg b/setup.cfg
index c2bb1ae8..4d1705d4 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,18 +1,91 @@
-[versioneer]
-VCS = git
-style = pep440
-versionfile_source = pyls/_version.py
-versionfile_build = pyls/_version.py
-tag_prefix =
-parentdir_prefix =
+[metadata]
+name = python-language-server
+author = Palantir Technologies, Inc.
+description = Python Language Server for the Language Server Protocol
+url = https://github.com/palantir/python-language-server
+long_description = file: README.rst
+
+[options]
+packages = find:
+install_requires =
+    configparser; python_version<"3.0"
+    future>=0.14.0
+    futures; python_version<"3.2"
+    backports.functools_lru_cache; python_version<"3.2"
+    jedi>=0.15.0,<0.16
+    python-jsonrpc-server>=0.1.0
+    pluggy
+
+[options.packages.find]
+exclude =
+    contrib
+    docs
+    test
+    test.*
+
 
 [pycodestyle]
 ignore = E226, E722, W504
 max-line-length = 120
 exclude = test/plugins/.ropeproject,test/.ropeproject
 
+[options.entry_points]
+console_scripts = pyls = pyls.__main__:main
+pyls =
+    autopep8 = pyls.plugins.autopep8_format
+    jedi_completion = pyls.plugins.jedi_completion
+    jedi_definition = pyls.plugins.definition
+    jedi_hover = pyls.plugins.hover
+    jedi_highlight = pyls.plugins.highlight
+    jedi_references = pyls.plugins.references
+    jedi_signature_help = pyls.plugins.signature
+    jedi_symbols = pyls.plugins.symbols
+    mccabe = pyls.plugins.mccabe_lint
+    preload = pyls.plugins.preload_imports
+    pycodestyle = pyls.plugins.pycodestyle_lint
+    pydocstyle = pyls.plugins.pydocstyle_lint
+    pyflakes = pyls.plugins.pyflakes_lint
+    pylint = pyls.plugins.pylint_lint
+    rope_completion = pyls.plugins.rope_completion
+    rope_rename = pyls.plugins.rope_rename
+    yapf = pyls.plugins.yapf_format
+
 [tool:pytest]
 testpaths = test
 addopts =
     --cov-report html --cov-report term --junitxml=pytest.xml
     --cov pyls --cov test
+
+[options.extras_require]
+all =
+    autopep8
+    mccabe
+    pycodestyle
+    pydocstyle>=2.0.0
+    pyflakes>=1.6.0
+    pylint
+    rope>=0.10.5
+    yapf
+autopep8 = autopep8
+mccabe = mccabe
+pycodestyle = pycodestyle
+pydocstyle = pydocstyle>=2.0.0
+pyflakes = pyflakes>=1.6.0
+pylint = pylint
+rope = rope>0.10.5
+yapf = yapf
+test =
+    versioneer
+    pylint
+    pytest
+    mock
+    pytest-cov
+    coverage
+
+[versioneer]
+VCS = git
+style = pep440
+versionfile_source = pyls/_version.py
+versionfile_build = pyls/_version.py
+tag_prefix =
+parentdir_prefix =
diff --git a/setup.py b/setup.py
index fcd37272..a2d53580 100755
--- a/setup.py
+++ b/setup.py
@@ -2,96 +2,7 @@
 from setuptools import find_packages, setup
 import versioneer
 
-README = open('README.rst', 'r').read()
-
-
 setup(
-    name='python-language-server',
-
-    # Versions should comply with PEP440.  For a discussion on single-sourcing
-    # the version across setup.py and the project code, see
-    # https://packaging.python.org/en/latest/single_source_version.html
     version=versioneer.get_version(),
     cmdclass=versioneer.get_cmdclass(),
-
-    description='Python Language Server for the Language Server Protocol',
-
-    long_description=README,
-
-    # The project's main homepage.
-    url='https://github.com/palantir/python-language-server',
-
-    author='Palantir Technologies, Inc.',
-
-    # You can just specify the packages manually here if your project is
-    # simple. Or you can use find_packages().
-    packages=find_packages(exclude=['contrib', 'docs', 'test', 'test.*']),
-
-    # List run-time dependencies here.  These will be installed by pip when
-    # your project is installed. For an analysis of "install_requires" vs pip's
-    # requirements files see:
-    # https://packaging.python.org/en/latest/requirements.html
-    install_requires=[
-        'configparser; python_version<"3.0"',
-        'future>=0.14.0',
-        'futures; python_version<"3.2"',
-        'backports.functools_lru_cache; python_version<"3.2"',
-        'jedi>=0.15.0,<0.16',
-        'python-jsonrpc-server>=0.1.0',
-        'pluggy'
-    ],
-
-    # List additional groups of dependencies here (e.g. development
-    # dependencies). You can install these using the following syntax,
-    # for example:
-    # $ pip install -e .[test]
-    extras_require={
-        'all': [
-            'autopep8',
-            'mccabe',
-            'pycodestyle',
-            'pydocstyle>=2.0.0',
-            'pyflakes>=1.6.0',
-            'pylint',
-            'rope>=0.10.5',
-            'yapf',
-        ],
-        'autopep8': ['autopep8'],
-        'mccabe': ['mccabe'],
-        'pycodestyle': ['pycodestyle'],
-        'pydocstyle': ['pydocstyle>=2.0.0'],
-        'pyflakes': ['pyflakes>=1.6.0'],
-        'pylint': ['pylint'],
-        'rope': ['rope>0.10.5'],
-        'yapf': ['yapf'],
-        'test': ['versioneer', 'pylint', 'pytest', 'mock', 'pytest-cov', 'coverage'],
-    },
-
-    # To provide executable scripts, use entry points in preference to the
-    # "scripts" keyword. Entry points provide cross-platform support and allow
-    # pip to create the appropriate form of executable for the target platform.
-    entry_points={
-        'console_scripts': [
-            'pyls = pyls.__main__:main',
-        ],
-        'pyls': [
-            'autopep8 = pyls.plugins.autopep8_format',
-            'jedi_completion = pyls.plugins.jedi_completion',
-            'jedi_definition = pyls.plugins.definition',
-            'jedi_hover = pyls.plugins.hover',
-            'jedi_highlight = pyls.plugins.highlight',
-            'jedi_references = pyls.plugins.references',
-            'jedi_signature_help = pyls.plugins.signature',
-            'jedi_symbols = pyls.plugins.symbols',
-            'mccabe = pyls.plugins.mccabe_lint',
-            'preload = pyls.plugins.preload_imports',
-            'pycodestyle = pyls.plugins.pycodestyle_lint',
-            'pydocstyle = pyls.plugins.pydocstyle_lint',
-            'pyflakes = pyls.plugins.pyflakes_lint',
-            'pylint = pyls.plugins.pylint_lint',
-            'rope_completion = pyls.plugins.rope_completion',
-            'rope_rename = pyls.plugins.rope_rename',
-            'yapf = pyls.plugins.yapf_format',
-        ]
-    },
 )