diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index ef1ff64b..921a15f5 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -9,17 +9,17 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ['2.7', '3.7', '3.8', '3.9', '3.10']
+        python-version: ['3.10', '3.11', '3.12', '3.13', '3.14']
 
     steps:
-    - uses: actions/checkout@v1
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        python -m pip install tox tox-gh-actions
-    - name: Test with tox
-      run: tox
+      - uses: actions/checkout@v6
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install tox tox-gh-actions
+      - name: Test with tox
+        run: tox
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..9a0dda13
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,35 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "musicbrainzngs2"
+description = "Python bindings for the MusicBrainz NGS and the Cover Art Archive webservices"
+readme = { file = "README.rst", content-type = "text/x-rst" }
+license = "BSD-2-clause"
+
+authors = [
+	{ name = "Martin Rys", email = "martin@rys.rs" }
+]
+
+requires-python = ">=3.10"
+
+classifiers = [
+	"Development Status :: 5 - Production/Stable",
+	"Intended Audience :: Developers",
+	"Operating System :: OS Independent",
+	"Programming Language :: Python",
+	"Topic :: Database :: Front-Ends",
+	"Topic :: Software Development :: Libraries :: Python Modules"
+]
+
+dynamic = ["version"]
+
+[project.urls]
+Homepage = "https://github.com/C0rn3j/python-musicbrainzngs2"
+
+[tool.setuptools]
+packages = ["musicbrainzngs"]
+
+[tool.setuptools.dynamic]
+version = { attr = "musicbrainzngs.musicbrainz._version" }
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 7b74fc51..00000000
--- a/setup.py
+++ /dev/null
@@ -1,34 +0,0 @@
-#!/usr/bin/env python
-
-from setuptools import setup
-
-from musicbrainzngs import musicbrainz
-
-with open("README.rst", "r") as fh:
-    long_description = fh.read()
-
-setup(
-    name="musicbrainzngs",
-    version=musicbrainz._version,
-    description="Python bindings for the MusicBrainz NGS and"
-    " the Cover Art Archive webservices",
-    long_description=long_description,
-    long_description_content_type="text/x-rst",
-    author="Alastair Porter",
-    author_email="alastair@porter.net.nz",
-    url="https://python-musicbrainzngs.readthedocs.io/",
-    python_requires='>=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*',
-    packages=['musicbrainzngs'],
-    license='BSD 2-clause',
-    classifiers=[
-        "Development Status :: 5 - Production/Stable",
-        "License :: OSI Approved :: BSD License",
-        "License :: OSI Approved :: ISC License (ISCL)",
-        "Intended Audience :: Developers",
-        "Operating System :: OS Independent",
-        "Programming Language :: Python",
-        "Topic :: Database :: Front-Ends",
-        "Topic :: Software Development :: Libraries :: Python Modules"
-    ]
-)
-