diff --git a/MANIFEST.in b/MANIFEST.in
index e822f56..45f3196 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,4 +1,5 @@
 include HISTORY.rst README.rst LICENSE minfraud/py.typed
+exclude .* .github/**/* dev-bin/*
 recursive-include tests *
 recursive-include docs *
 recursive-exclude docs *.pyc
diff --git a/dev-bin/release.sh b/dev-bin/release.sh
index 23b983b..223d2c4 100755
--- a/dev-bin/release.sh
+++ b/dev-bin/release.sh
@@ -38,6 +38,7 @@ fi
 pip install -U sphinx wheel voluptuous email_validator twine geoip2
 
 perl -pi -e "s/(?<=__version__ = \").+?(?=\")/$version/g" minfraud/version.py
+perl -pi -e "s/(?<=^version = \").+?(?=\")/$version/gsm" pyproject.toml
 
 echo $"Test results:"
 tox
@@ -65,5 +66,5 @@ git push --tags
 
 rm -fr build dist
 python -m sphinx -M html ./docs ./build/sphinx -W
-python setup.py sdist bdist_wheel
+python -m pipx run build
 twine upload dist/*
diff --git a/pyproject.toml b/pyproject.toml
index 2e8929f..5f2cf53 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,57 @@
-# We should probably migrate most of setup.cfg here
+[project]
+name = "minfraud"
+version = "2.8.0"
+description = "MaxMind minFraud Score, Insights, Factors and Report Transactions API"
+authors = [
+    {name = "Gregory Oschwald", email = "goschwald@maxmind.com"},
+]
+dependencies = [
+    "setuptools>=60.0.0",
+    "aiohttp>=3.6.2,<4.0.0",
+    "email_validator>=1.1.1,<3.0.0",
+    "geoip2>=4.7.0,<5.0.0",
+    "requests>=2.24.0,<3.0.0",
+    "voluptuous",
+]
+requires-python = ">=3.7"
+readme = "README.rst"
+license = {text = "Apache License 2.0"}
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Environment :: Web Environment",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Internet",
+    "Topic :: Internet :: Proxy Servers",
+    "Topic :: Internet :: WWW/HTTP",
+]
+
+[project.optional-dependencies]
+test = [
+    "mocket>=3.11.1",
+]
+
+[tool.setuptools.package-data]
+minfraud = ["py.typed"]
+
+[project.urls]
+Homepage = "https://www.maxmind.com/"
+Documentation = "https://minfraud.readthedocs.org/"
+"Source Code" = "https://github.com/maxmind/minfraud-api-python"
+"Issue Tracker" = "https://github.com/maxmind/minfraud-api-python/issues"
+
+[build-system]
+requires = ["setuptools", "setuptools-scm", "wheel"]
+build-backend = "setuptools.build_meta"
 
 [tool.black]
 # src is showing up in our GitHub linting builds. It seems to
 # contain deps.
-extend-exclude = '^/src/'
\ No newline at end of file
+extend-exclude = '^/src/'
diff --git a/setup.cfg b/setup.cfg
index 1bb02d9..1e26b74 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,55 +1,7 @@
-[metadata]
-name = minfraud
-author = Gregory Oschwald
-author_email = goschwald@maxmind.com
-license = Apache License 2.0
-description = MaxMind minFraud Score, Insights, Factors and Report Transactions API
-url = https://www.maxmind.com/
-long_description = file: README.rst
-classifiers =
-    Development Status :: 5 - Production/Stable
-    Environment :: Web Environment
-    Intended Audience :: Developers
-    License :: OSI Approved :: Apache Software License
-    Programming Language :: Python :: 3
-    Programming Language :: Python :: 3.7
-    Programming Language :: Python :: 3.8
-    Programming Language :: Python :: 3.9
-    Programming Language :: Python :: 3.10
-    Programming Language :: Python :: 3.11
-    Programming Language :: Python
-    Topic :: Internet :: Proxy Servers
-    Topic :: Internet :: WWW/HTTP
-    Topic :: Internet
-platforms = any
-project_urls =
-    Documentation = https://minfraud.readthedocs.org/
-    Source Code = https://github.com/maxmind/minfraud-api-python
-    Issue Tracker = https://github.com/maxmind/minfraud-api-python/issues
-
 [flake8]
 # black uses 88 : ¯\_(ツ)_/¯
 max-line-length = 88
 
-[options]
-packages = minfraud
-install_requires =
-    aiohttp>=3.6.2,<4.0.0
-    email_validator>=1.1.1,<3.0.0
-    geoip2>=4.7.0,<5.0.0
-    requests>=2.24.0,<3.0.0
-    voluptuous
-include_package_data = True
-python_requires = >=3.7
-test_suite = tests
-tests_require = mocket>=3.11.1
-
-[wheel]
-universal = 1
-
-[options.package_data]
-minfraud = py.typed
-
 [tox:tox]
 envlist = {py37,py38,py39,py310}-test,py310-{black,lint,flake8,mypy}
 
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 1d4f22d..0000000
--- a/setup.py
+++ /dev/null
@@ -1,16 +0,0 @@
-#!/usr/bin/env python
-
-import ast
-import io
-import re
-
-from setuptools import setup
-
-_version_re = re.compile(r"__version__\s+=\s+(.*)")
-
-with io.open("minfraud/version.py", "r", encoding="utf-8") as f:
-    _version = str(ast.literal_eval(_version_re.search(f.read()).group(1)))
-
-setup(
-    version=_version,
-)