diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..4b7054d
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,35 @@
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
+name = "django-adminlogentries"
+authors = [
+  { name="Adam Taylor", email="ataylor32@gmail.com" },
+]
+description = "A Django app that provides a ModelAdmin for django.contrib.admin's LogEntry model (with everything except the list disabled)"
+readme = "README.rst"
+dynamic = ["version"]
+dependencies = [
+    "Django",
+]
+classifiers = [
+    "Programming Language :: Python :: 2",
+    "Programming Language :: Python :: 3",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+]
+
+[project.urls]
+Homepage = "https://github.com/ataylor32/django-adminlogentries"
+Repository = "https://github.com/ataylor32/django-adminlogentries.git"
+Issues = "https://github.com/ataylor32/django-adminlogentries/issues"
+Changelog = "https://github.com/ataylor32/django-adminlogentries/blob/master/CHANGELOG.md"
+
+[tool.hatch.build]
+include = [
+  "/admin_log_entries",
+]
+
+[tool.hatch.version]
+path = "admin_log_entries/__init__.py"
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 5795a2f..0000000
--- a/setup.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env python
-from setuptools import setup, find_packages
-from admin_log_entries import __version__
-
-setup(
-    name='django-adminlogentries',
-    version=__version__,
-    description=(
-        'A Django app that provides a ModelAdmin for django.contrib.admin\'s '
-        'LogEntry model (with everything except the list disabled)'
-    ),
-    author='Adam Taylor',
-    author_email='ataylor32@gmail.com',
-    url='https://github.com/ataylor32/django-adminlogentries',
-    packages=find_packages(),
-    include_package_data=True,
-)