diff --git a/MANIFEST.in b/MANIFEST.in
index 0439384..c1a7121 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,6 +1,2 @@
 include LICENSE
 include README.md
-include requirements.txt
-
-recursive-exclude * __pycache__
-recursive-exclude * *.py[co]
diff --git a/pyproject.toml b/pyproject.toml
index 4e758eb..644333c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,5 +1,76 @@
+[project]
+name = "brainglobe-napari-io"
+description = "Read and write files from the BrainGlobe neuroanatomy suite"
+readme = "README.md"
+authors = [
+    {name = "Adam Tyson", email = "code@adamltyson.com"},
+]
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Framework :: napari",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Science/Research",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Scientific/Engineering :: Image Recognition",
+]
+requires-python = ">=3.8"
+dependencies = [
+    "bg-atlasapi",
+    "bg_space",
+    "imlib",
+    "napari",
+    "napari-ndtiffs",
+    "napari-plugin-engine >= 0.1.4",
+    "tifffile>=2020.8.13",
+]
+license = {text = "BSD-3-Clause"}
+dynamic = ['version']
+
+[project.urls]
+Homepage = "https://brainglobe.info"
+"Source Code" = "https://github.com/brainglobe/brainglobe-napari-io"
+"Bug Tracker" = "https://github.com/brainglobe/brainglobe-napari-io/issues"
+Documentation = "https://docs.brainglobe.info"
+"User Support" = "https://forum.image.sc/tag/brainglobe"
+Twitter = "https://twitter.com/brain_globe"
+
+[project.optional-dependencies]
+dev = [
+    "black",
+    "gitpython",
+    "pre-commit",
+    "pytest",
+    "pytest-cov",
+]
+
+[project.entry-points."napari.manifest"]
+brainglobe-napari-io = "brainglobe_napari_io:napari.yaml"
+
+
+[build-system]
+requires = [
+    "setuptools>=45",
+    "wheel",
+    "setuptools_scm[toml]>=6.2",
+]
+build-backend = "setuptools.build_meta"
+
+[tool.setuptools]
+include-package-data = true
+
+[tool.setuptools.packages.find]
+include = ["brainglobe_napari_io*"]
+
+[tool.setuptools_scm]
+
 [tool.black]
-target-version = ['py38', 'py39', 'py310']
+target-version = ['py38', 'py39', 'py310', 'py311']
 skip-string-normalization = false
 line-length = 79
 
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 631e18d..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,31 +0,0 @@
-[bumpversion]
-current_version = 0.1.5
-commit = True
-tag = True
-tag_name = {new_version}
-parse = (?P<major>\d+)\.(?P<minor>\d+)\.(?P<patch>\d+)(\-(?P<release>[a-z]+)(?P<rc>\d+))?
-serialize =
-	{major}.{minor}.{patch}-{release}{rc}
-	{major}.{minor}.{patch}
-
-[bumpversion:part:release]
-optional_value = prod
-first_value = rc
-values =
-	rc
-	prod
-
-[bumpversion:part:rc]
-
-[bumpversion:file:setup.py]
-search = version="{current_version}"
-replace = version="{new_version}"
-
-[bumpversion:file:brainglobe_napari_io/__init__.py]
-search = __version__ = "{current_version}"
-replace = __version__ = "{new_version}"
-
-[flake8]
-ignore = E203, E231, W503, E722, E501, F401
-max-line-length = 79
-exclude = __init__.py,build,.eggs
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 4d433d3..0000000
--- a/setup.py
+++ /dev/null
@@ -1,72 +0,0 @@
-from os import path
-
-from setuptools import find_packages, setup
-
-this_directory = path.abspath(path.dirname(__file__))
-with open(path.join(this_directory, "README.md"), encoding="utf-8") as f:
-    long_description = f.read()
-
-requirements = [
-    "napari",
-    "napari-plugin-engine >= 0.1.4",
-    "napari-ndtiffs",
-    "tifffile>=2020.8.13",
-    "imlib",
-    "bg_space",
-    "bg-atlasapi",
-]
-
-setup(
-    name="brainglobe-napari-io",
-    version="0.1.5",
-    author="Adam Tyson",
-    author_email="code@adamltyson.com",
-    license="BSD-3-Clause",
-    description="Read and write files from the BrainGlobe neuroanatomy suite",
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    packages=find_packages(),
-    python_requires=">=3.6",
-    install_requires=requirements,
-    extras_require={
-        "dev": [
-            "black",
-            "pytest-cov",
-            "pytest",
-            "gitpython",
-            "coverage>=5.0.3",
-            "bump2version",
-            "pre-commit",
-            "flake8",
-        ]
-    },
-    url="https://brainglobe.info",
-    project_urls={
-        "Source Code": "https://github.com/brainglobe/brainglobe-napari-io",
-        "Bug Tracker": (
-            "https://github.com/brainglobe/brainglobe-napari-io/issues"
-        ),
-        "Documentation": "https://docs.brainglobe.info",
-        "User Support": "https://forum.image.sc/tag/brainglobe",
-        "Twitter": "https://twitter.com/brain_globe",
-    },
-    classifiers=[
-        "Development Status :: 4 - Beta",
-        "Framework :: napari",
-        "Topic :: Scientific/Engineering :: Image Recognition",
-        "Intended Audience :: Developers",
-        "Intended Audience :: Science/Research",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Operating System :: OS Independent",
-    ],
-    entry_points={
-        "napari.manifest": [
-            "brainglobe-napari-io = brainglobe_napari_io:napari.yaml",
-        ],
-    },
-    package_data={"brainglobe_napari_io": ["napari.yaml"]},
-)