diff --git a/setup.cfg b/.flake8
similarity index 100%
rename from setup.cfg
rename to .flake8
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 585659aaa57..a5d5a00ba08 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -20,7 +20,7 @@ repos:
     rev: 6.0.0
     hooks:
       - id: flake8
-        args: ["--config=setup.cfg"]
+        args: ["--config=.flake8"]
         files: python/.*$
         types: [file]
         types_or: [python] # TODO: Enable [python, cython]
diff --git a/ci/release/apply_wheel_modifications.sh b/ci/release/apply_wheel_modifications.sh
index 81e49745c22..85b7778391c 100755
--- a/ci/release/apply_wheel_modifications.sh
+++ b/ci/release/apply_wheel_modifications.sh
@@ -16,32 +16,24 @@ sed -i "s/__version__ = .*/__version__ = \"${VERSION}\"/g" \
   python/pylibcugraph/pylibcugraph/__init__.py
 
 # setup.py updates
-sed -i "s/version=.*,/version=\"${VERSION}\",/g" \
-  python/cugraph/setup.py \
-  python/cugraph-dgl/setup.py \
-  python/cugraph-pyg/setup.py \
-  python/cugraph-service/client/setup.py \
-  python/cugraph-service/server/setup.py \
-  python/pylibcugraph/setup.py
+sed -i "s/^version = .*/version = \"${VERSION}\"/g" \
+  python/cugraph/pyproject.toml \
+  python/cugraph-dgl/pyproject.toml \
+  python/cugraph-pyg/pyproject.toml \
+  python/cugraph-service/client/pyproject.toml \
+  python/cugraph-service/server/pyproject.toml \
+  python/pylibcugraph/pyproject.toml
 
-# pylibcugraph setup.py cuda suffixes
-sed -i "s/name=\"pylibcugraph\"/name=\"pylibcugraph${CUDA_SUFFIX}\"/g" python/pylibcugraph/setup.py
-sed -i "s/rmm/rmm${CUDA_SUFFIX}/g" python/pylibcugraph/setup.py
-sed -i "s/pylibraft/pylibraft${CUDA_SUFFIX}/g" python/pylibcugraph/setup.py
-sed -i "s/cudf/cudf${CUDA_SUFFIX}/g" python/pylibcugraph/setup.py
-
-# cugraph setup.py cuda suffixes
-sed -i "s/name=\"cugraph\"/name=\"cugraph${CUDA_SUFFIX}\"/g" python/cugraph/setup.py
-sed -i "s/rmm/rmm${CUDA_SUFFIX}/g" python/cugraph/setup.py
-sed -i "s/cudf/cudf${CUDA_SUFFIX}/g" python/cugraph/setup.py
-sed -i "s/raft-dask/raft-dask${CUDA_SUFFIX}/g" python/cugraph/setup.py
-sed -i "s/pylibcugraph/pylibcugraph${CUDA_SUFFIX}/g" python/cugraph/setup.py
-
-# Dependency versions in pylibcugraph pyproject.toml
+# pylibcugraph pyproject.toml cuda suffixes
+sed -i "s/name = \"pylibcugraph\"/name = \"pylibcugraph${CUDA_SUFFIX}\"/g" python/pylibcugraph/pyproject.toml
 sed -i "s/rmm/rmm${CUDA_SUFFIX}/g" python/pylibcugraph/pyproject.toml
 sed -i "s/pylibraft/pylibraft${CUDA_SUFFIX}/g" python/pylibcugraph/pyproject.toml
+sed -i "s/cudf/cudf${CUDA_SUFFIX}/g" python/pylibcugraph/pyproject.toml
 
-# Dependency versions in cugraph pyproject.toml
+# cugraph pyproject.toml cuda suffixes
+sed -i "s/name = \"cugraph\"/name = \"cugraph${CUDA_SUFFIX}\"/g" python/cugraph/pyproject.toml
 sed -i "s/rmm/rmm${CUDA_SUFFIX}/g" python/cugraph/pyproject.toml
-sed -i "s/pylibraft/pylibraft${CUDA_SUFFIX}/g" python/cugraph/pyproject.toml
+sed -i "s/cudf/cudf${CUDA_SUFFIX}/g" python/cugraph/pyproject.toml
+sed -i "s/raft-dask/raft-dask${CUDA_SUFFIX}/g" python/cugraph/pyproject.toml
 sed -i "s/pylibcugraph/pylibcugraph${CUDA_SUFFIX}/g" python/cugraph/pyproject.toml
+sed -i "s/pylibraft/pylibraft${CUDA_SUFFIX}/g" python/cugraph/pyproject.toml
diff --git a/ci/release/update-version.sh b/ci/release/update-version.sh
index 88305cd568b..a221cdea51e 100755
--- a/ci/release/update-version.sh
+++ b/ci/release/update-version.sh
@@ -56,19 +56,19 @@ sed_runner 's/release = .*/release = '"'${NEXT_FULL_TAG}'"'/g' docs/cugraph/sour
 
 # Python __init__.py updates
 sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph/cugraph/__init__.py
-sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph-dgl/cugraph-dgl/__init__.py
-sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph-pyg/cugraph-pyg/__init__.py
+sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph-dgl/cugraph_dgl/__init__.py
+sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph-pyg/cugraph_pyg/__init__.py
 sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph-service/client/cugraph_service_client/__init__.py
 sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/cugraph-service/server/cugraph_service_server/__init__.py
 sed_runner "s/__version__ = .*/__version__ = \"${NEXT_FULL_TAG}\"/g" python/pylibcugraph/pylibcugraph/__init__.py
 
-# Python setup.py updates
-sed_runner "s/version=.*,/version=\"${NEXT_FULL_TAG}\",/g" python/cugraph/setup.py
-sed_runner "s/version=.*,/version=\"${NEXT_FULL_TAG}\",/g" python/cugraph-dgl/setup.py
-sed_runner "s/version=.*,/version=\"${NEXT_FULL_TAG}\",/g" python/cugraph-pyg/setup.py
-sed_runner "s/version=.*,/version=\"${NEXT_FULL_TAG}\",/g" python/cugraph-service/client/setup.py
-sed_runner "s/version=.*,/version=\"${NEXT_FULL_TAG}\",/g" python/cugraph-service/server/setup.py
-sed_runner "s/version=.*,/version=\"${NEXT_FULL_TAG}\",/g" python/pylibcugraph/setup.py
+# Python pyproject.toml updates
+sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/cugraph/pyproject.toml
+sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/cugraph-dgl/pyproject.toml
+sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/cugraph-pyg/pyproject.toml
+sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/cugraph-service/client/pyproject.toml
+sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/cugraph-service/server/pyproject.toml
+sed_runner "s/^version = .*/version = \"${NEXT_FULL_TAG}\"/g" python/pylibcugraph/pyproject.toml
 
 for FILE in conda/environments/*.yaml dependencies.yaml; do
    sed_runner "s/libcugraphops=${CURRENT_SHORT_TAG}/libcugraphops=${NEXT_SHORT_TAG}/g" ${FILE};
@@ -106,7 +106,13 @@ done
 NEXT_SHORT_TAG_PEP440=$(python -c "from setuptools.extern import packaging; print(packaging.version.Version('${NEXT_SHORT_TAG}'))")
 
 # Wheel builds install intra-RAPIDS dependencies from same release
-sed_runner "s/{cuda_suffix}[^\"].*\",/{cuda_suffix}==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/pylibcugraph/setup.py
-sed_runner "s/{cuda_suffix}.*\",/{cuda_suffix}==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/pylibcugraph/_custom_build/backend.py
-sed_runner "s/{cuda_suffix}[^\"].*\",/{cuda_suffix}==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/setup.py
-sed_runner "s/{cuda_suffix}.*\",/{cuda_suffix}==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/_custom_build/backend.py
+sed_runner "s/rmm==.*\",/rmm==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/pyproject.toml
+sed_runner "s/pylibraft==.*\",/pylibraft==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/pyproject.toml
+sed_runner "s/pylibcugraph==.*\",/pylibcugraph==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/pyproject.toml
+sed_runner "s/raft-dask==.*\",/raft-dask==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/pyproject.toml
+sed_runner "s/cudf==.*\",/cudf==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/pyproject.toml
+sed_runner "s/dask-cuda==.*\",/dask-cuda==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/cugraph/pyproject.toml
+
+sed_runner "s/rmm==.*\",/rmm==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/pylibcugraph/pyproject.toml
+sed_runner "s/pylibraft==.*\",/pylibraft==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/pylibcugraph/pyproject.toml
+sed_runner "s/cudf==.*\",/cudf==${NEXT_SHORT_TAG_PEP440}.*\",/g" python/pylibcugraph/pyproject.toml
diff --git a/conda/recipes/cugraph-service/install_cugraph-service-client.sh b/conda/recipes/cugraph-service/install_cugraph-service-client.sh
index a8b8cc74358..318e9800a76 100644
--- a/conda/recipes/cugraph-service/install_cugraph-service-client.sh
+++ b/conda/recipes/cugraph-service/install_cugraph-service-client.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-# Copyright (c) 2022, NVIDIA CORPORATION.
+# Copyright (c) 2022-2023, NVIDIA CORPORATION.
 
 # This assumes the script is executed from the root of the repo directory
 
@@ -13,6 +13,6 @@
 
 cd "${SRC_DIR}/python/cugraph-service/client"
 mkdir -p pip_cache
-$PYTHON -m pip install --no-index --no-deps --ignore-installed --cache-dir ./pip_cache . -vv
+$PYTHON -m pip install --no-build-isolation --no-index --no-deps --ignore-installed --cache-dir ./pip_cache . -vv
 
 #./build.sh cugraph-service
diff --git a/conda/recipes/cugraph-service/install_cugraph-service-server.sh b/conda/recipes/cugraph-service/install_cugraph-service-server.sh
index 518a57f1b40..2dcae7c379b 100644
--- a/conda/recipes/cugraph-service/install_cugraph-service-server.sh
+++ b/conda/recipes/cugraph-service/install_cugraph-service-server.sh
@@ -1,6 +1,6 @@
 #!/usr/bin/env bash
 
-# Copyright (c) 2022, NVIDIA CORPORATION.
+# Copyright (c) 2022-2023, NVIDIA CORPORATION.
 
 # This assumes the script is executed from the root of the repo directory
 
@@ -13,6 +13,6 @@
 
 cd "${SRC_DIR}/python/cugraph-service/server"
 mkdir -p pip_cache
-$PYTHON -m pip install --no-index --no-deps --ignore-installed --cache-dir ./pip_cache . -vv
+$PYTHON -m pip install --no-build-isolation --no-index --no-deps --ignore-installed --cache-dir ./pip_cache . -vv
 
 #./build.sh cugraph-service
diff --git a/conda/recipes/cugraph-service/meta.yaml b/conda/recipes/cugraph-service/meta.yaml
index f1b078b92e5..4215c57e16a 100644
--- a/conda/recipes/cugraph-service/meta.yaml
+++ b/conda/recipes/cugraph-service/meta.yaml
@@ -48,6 +48,8 @@ outputs:
       host:
         - pip
         - python x.x
+        - setuptools
+        - wheel
       run:
         - {{ pin_subpackage('cugraph-service-client', exact=True) }}
         - cudf ={{ minor_version }}
diff --git a/python/cugraph-dgl/LICENSE b/python/cugraph-dgl/LICENSE
new file mode 120000
index 00000000000..30cff7403da
--- /dev/null
+++ b/python/cugraph-dgl/LICENSE
@@ -0,0 +1 @@
+../../LICENSE
\ No newline at end of file
diff --git a/python/cugraph-dgl/README.MD b/python/cugraph-dgl/README.md
similarity index 100%
rename from python/cugraph-dgl/README.MD
rename to python/cugraph-dgl/README.md
diff --git a/python/cugraph-dgl/pyproject.toml b/python/cugraph-dgl/pyproject.toml
new file mode 100644
index 00000000000..9a2acc568bd
--- /dev/null
+++ b/python/cugraph-dgl/pyproject.toml
@@ -0,0 +1,40 @@
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+[build-system]
+
+requires = [
+    "setuptools",
+]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "cugraph-dgl"
+version = "23.04.00"
+description = "cugraph extensions for DGL"
+readme = { file = "README.md", content-type = "text/markdown" }
+authors = [
+    { name = "NVIDIA Corporation" },
+]
+license = { text = "Apache 2.0" }
+requires-python = ">=3.8"
+dependencies = [
+    "cugraph",
+    "numba>=0.56.2",
+    "numpy",
+]
+classifiers = [
+    "Intended Audience :: Developers",
+    "Programming Language :: Python",
+]
+
+[project.urls]
+Homepage = "https://github.com/rapidsai/cugraph"
+Documentation = "https://docs.rapids.ai/api/cugraph/stable/"
+
+[tool.setuptools]
+license-files = ["LICENSE"]
+
+[tool.setuptools.packages.find]
+include = [
+    "cugraph_dgl*",
+]
diff --git a/python/cugraph-dgl/setup.py b/python/cugraph-dgl/setup.py
index d7d0b098149..6991b23b0fb 100644
--- a/python/cugraph-dgl/setup.py
+++ b/python/cugraph-dgl/setup.py
@@ -11,26 +11,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from setuptools import find_packages, setup
+from setuptools import setup
 
-install_requires = [
-    "cugraph",
-    "numba>=0.56.2",
-    "numpy",
-]
-
-setup(
-    name="cugraph-dgl",
-    description="cugraph wrappers around DGL",
-    version="23.04.00",
-    classifiers=[
-        "Intended Audience :: Developers",
-        "Programming Language :: Python",
-    ],
-    author="NVIDIA Corporation",
-    url="https://github.com/rapidsai/cugraph",
-    packages=find_packages(include=["cugraph_dgl*"]),
-    install_requires=install_requires,
-    license="Apache",
-    zip_safe=True,
-)
+setup()
diff --git a/python/cugraph-pyg/LICENSE b/python/cugraph-pyg/LICENSE
new file mode 120000
index 00000000000..30cff7403da
--- /dev/null
+++ b/python/cugraph-pyg/LICENSE
@@ -0,0 +1 @@
+../../LICENSE
\ No newline at end of file
diff --git a/python/cugraph-pyg/pyproject.toml b/python/cugraph-pyg/pyproject.toml
index f98fb20fa08..aded4c579f9 100644
--- a/python/cugraph-pyg/pyproject.toml
+++ b/python/cugraph-pyg/pyproject.toml
@@ -5,6 +5,36 @@
 requires = [
     "wheel",
     "setuptools",
-    "scikit-build>=0.13.1",
-    "ninja",
+]
+
+[tool.pytest.ini_options]
+testpaths = ["cugraph_pyg/tests"]
+
+[project]
+name = "cugraph_pyg"
+version = "23.04.00"
+description = "cugraph_pyg - PyG support for cuGraph massive-scale, ultra-fast GPU graph analytics."
+authors = [
+    { name = "NVIDIA Corporation" },
+]
+license = { text = "Apache 2.0" }
+requires-python = ">=3.8"
+classifiers = [
+    "Intended Audience :: Developers",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.10",
+]
+
+[project.urls]
+Homepage = "https://github.com/rapidsai/cugraph"
+Documentation = "https://docs.rapids.ai/api/cugraph/stable/"
+
+[tool.setuptools]
+license-files = ["LICENSE"]
+
+[tool.setuptools.packages.find]
+include = [
+    "cugraph_pyg*",
+    "cugraph_pyg.*",
 ]
diff --git a/python/cugraph-pyg/setup.cfg b/python/cugraph-pyg/setup.cfg
deleted file mode 100644
index 746f9f398c2..00000000000
--- a/python/cugraph-pyg/setup.cfg
+++ /dev/null
@@ -1,15 +0,0 @@
-# Copyright (c) 2022-2023, NVIDIA CORPORATION.
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-[tool:pytest]
-testpaths = cugraph_pyg/tests
diff --git a/python/cugraph-pyg/setup.py b/python/cugraph-pyg/setup.py
index 360e56c933e..1f7db1d3772 100644
--- a/python/cugraph-pyg/setup.py
+++ b/python/cugraph-pyg/setup.py
@@ -14,14 +14,11 @@
 import os
 import shutil
 
-from setuptools import find_packages, Command
-from skbuild import setup
+from setuptools import Command, setup
 
 from setuputils import get_environment_option
 
 
-INSTALL_REQUIRES = []
-
 CUDA_HOME = get_environment_option("CUDA_HOME")
 
 if not CUDA_HOME:
@@ -60,35 +57,8 @@ def run(self):
         os.system("rm -rf dask-worker-space")
         os.system('find . -name "__pycache__" -type d -exec rm -rf {} +')
         os.system("rm -rf *.egg-info")
-        os.system("rm -rf _skbuild")
-
-
-# FIXME possibly remove this since there is no Cython code in cugraph_pyg
-PACKAGE_DATA = {key: ["*.pxd"] for key in find_packages(include=["cugraph_pyg*"])}
 
 
 setup(
-    name="cugraph_pyg",
-    description="cugraph_pyg - PyG support for cuGraph massive-scale,"
-    " ultra-fast GPU graph analytics.",
-    version="23.04.00",
-    classifiers=[
-        # "Development Status :: 4 - Beta",
-        "Intended Audience :: Developers",
-        # "Operating System :: OS Independent",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-    ],
-    # Include the separately-compiled shared library
-    author="NVIDIA Corporation",
-    setup_requires=[],
-    packages=find_packages(include=["cugraph_pyg", "cugraph_pyg.*"]),
-    package_data=PACKAGE_DATA,
-    include_package_data=True,
-    install_requires=INSTALL_REQUIRES,
-    license="Apache",
     cmdclass={"clean": CleanCommand},
-    zip_safe=False,
 )
diff --git a/python/cugraph-service/client/LICENSE b/python/cugraph-service/client/LICENSE
new file mode 120000
index 00000000000..5853aaea53b
--- /dev/null
+++ b/python/cugraph-service/client/LICENSE
@@ -0,0 +1 @@
+../../../LICENSE
\ No newline at end of file
diff --git a/python/cugraph-service/client/README.md b/python/cugraph-service/client/README.md
new file mode 120000
index 00000000000..32d46ee883b
--- /dev/null
+++ b/python/cugraph-service/client/README.md
@@ -0,0 +1 @@
+../README.md
\ No newline at end of file
diff --git a/python/cugraph-service/client/pyproject.toml b/python/cugraph-service/client/pyproject.toml
new file mode 100644
index 00000000000..9e3b6b8f920
--- /dev/null
+++ b/python/cugraph-service/client/pyproject.toml
@@ -0,0 +1,41 @@
+# Copyright (c) 2022, NVIDIA CORPORATION.
+
+[build-system]
+
+requires = [
+    "wheel",
+    "setuptools",
+]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "cugraph-service-client"
+version = "23.04.00"
+description = "cuGraph Service client"
+readme = { file = "README.md", content-type = "text/markdown" }
+authors = [
+    { name = "NVIDIA Corporation" },
+]
+license = { text = "Apache 2.0" }
+requires-python = ">=3.8"
+dependencies = [
+    "thriftpy2",
+]
+classifiers = [
+    "Intended Audience :: Developers",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.10",
+]
+
+[project.urls]
+Homepage = "https://github.com/rapidsai/cugraph"
+Documentation = "https://docs.rapids.ai/api/cugraph/stable/"
+
+[tool.setuptools]
+license-files = ["LICENSE"]
+
+[tool.setuptools.packages.find]
+include = [
+    "cugraph_service_client",
+]
diff --git a/python/cugraph-service/client/setup.py b/python/cugraph-service/client/setup.py
index eddcc7ee7af..811a12c50b7 100644
--- a/python/cugraph-service/client/setup.py
+++ b/python/cugraph-service/client/setup.py
@@ -11,24 +11,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from setuptools import setup, find_packages
+from setuptools import setup
 
-install_requires = [
-    "thriftpy2",
-]
-
-setup(
-    name="cugraph-service-client",
-    description="cuGraph Service client",
-    version="23.04.00",
-    classifiers=[
-        "Intended Audience :: Developers",
-        "Programming Language :: Python",
-    ],
-    author="NVIDIA Corporation",
-    url="https://github.com/rapidsai/cugraph",
-    packages=find_packages(include=["cugraph_service_client"]),
-    install_requires=install_requires,
-    license="Apache",
-    zip_safe=True,
-)
+setup()
diff --git a/python/cugraph-service/server/LICENSE b/python/cugraph-service/server/LICENSE
new file mode 120000
index 00000000000..5853aaea53b
--- /dev/null
+++ b/python/cugraph-service/server/LICENSE
@@ -0,0 +1 @@
+../../../LICENSE
\ No newline at end of file
diff --git a/python/cugraph-service/server/README.md b/python/cugraph-service/server/README.md
new file mode 120000
index 00000000000..32d46ee883b
--- /dev/null
+++ b/python/cugraph-service/server/README.md
@@ -0,0 +1 @@
+../README.md
\ No newline at end of file
diff --git a/python/cugraph-service/server/pyproject.toml b/python/cugraph-service/server/pyproject.toml
new file mode 100644
index 00000000000..4260bb74889
--- /dev/null
+++ b/python/cugraph-service/server/pyproject.toml
@@ -0,0 +1,69 @@
+# Copyright (c) 2022, NVIDIA CORPORATION.
+
+[build-system]
+
+requires = [
+    "wheel",
+    "setuptools",
+]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "cugraph-service-server"
+version = "23.04.00"
+description = "cuGraph Service server"
+readme = { file = "README.md", content-type = "text/markdown" }
+authors = [
+    { name = "NVIDIA Corporation" },
+]
+license = { text = "Apache 2.0" }
+requires-python = ">=3.8"
+dependencies = [
+    "cudf",
+    "cugraph",
+    "cugraph-service-client",
+    "cupy-cuda11x",
+    "dask-cuda",
+    "dask-cudf",
+    "distributed >=2023.1.1",
+    "numpy",
+    "rmm",
+    "thriftpy2",
+    "ucx-py",
+]
+classifiers = [
+    "Intended Audience :: Developers",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.10",
+]
+dynamic = ["entry-points"]
+
+[project.optional-dependencies]
+test = [
+    "pytest",
+    "pytest-xdist",
+    "pytest-benchmark",
+    "scipy",
+    "numpy",
+    "pandas",
+    "networkx>=2.5.1",
+    "scikit-learn>=0.23.1",
+    "python-louvain",
+    # cudf will use fsspec but is protocol independent. cugraph tests
+    # specifically require http for the test files it asks cudf to read.
+    "fsspec[http]>=0.6.0",
+]
+
+[project.urls]
+Homepage = "https://github.com/rapidsai/cugraph"
+Documentation = "https://docs.rapids.ai/api/cugraph/stable/"
+
+[tool.setuptools]
+license-files = ["LICENSE"]
+
+[tool.setuptools.packages.find]
+include = [
+    "cugraph_service_server",
+    "cugraph_service_server.*"
+]
diff --git a/python/cugraph-service/server/setup.py b/python/cugraph-service/server/setup.py
index ea34fdb7a33..5203b76c659 100644
--- a/python/cugraph-service/server/setup.py
+++ b/python/cugraph-service/server/setup.py
@@ -11,41 +11,12 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from setuptools import setup, find_packages
-
-install_requires = [
-    "cudf",
-    "cugraph",
-    "cugraph-service-client",
-    "cupy-cuda11x",
-    "dask-cuda",
-    "dask-cudf",
-    "distributed >=2023.1.1",
-    "numpy",
-    "rmm",
-    "thriftpy2",
-    "ucx-py",
-]
+from setuptools import setup
 
 setup(
-    name="cugraph-service-server",
-    description="cuGraph Service server",
-    version="23.04.00",
-    classifiers=[
-        "Intended Audience :: Developers",
-        "Programming Language :: Python",
-    ],
-    author="NVIDIA Corporation",
-    url="https://github.com/rapidsai/cugraph",
-    packages=find_packages(
-        include=["cugraph_service_server", "cugraph_service_server.*"]
-    ),
     entry_points={
         "console_scripts": [
             "cugraph-service-server=cugraph_service_server.__main__:main"
         ],
     },
-    install_requires=install_requires,
-    license="Apache",
-    zip_safe=True,
 )
diff --git a/python/cugraph/MANIFEST.in b/python/cugraph/MANIFEST.in
index 5bb29b0fcbd..e34213029e3 100644
--- a/python/cugraph/MANIFEST.in
+++ b/python/cugraph/MANIFEST.in
@@ -1,2 +1,11 @@
+# Cython files
+recursive-include cudf *.pxd
+recursive-include cudf *.pyx
+
+# Build files. Don't use a recursive include on '.' in case the repo is dirty
+include . CMakeLists.txt
+recursive-include cudf CMakeLists.txt
+
+# Testing datasets
 include cugraph/experimental/datasets/*.yaml
 include cugraph/experimental/datasets/metadata/*.yaml
diff --git a/python/cugraph/README.md b/python/cugraph/README.md
new file mode 120000
index 00000000000..fe840054137
--- /dev/null
+++ b/python/cugraph/README.md
@@ -0,0 +1 @@
+../../README.md
\ No newline at end of file
diff --git a/python/cugraph/pyproject.toml b/python/cugraph/pyproject.toml
index 3e611f00c09..b9939f62232 100644
--- a/python/cugraph/pyproject.toml
+++ b/python/cugraph/pyproject.toml
@@ -14,3 +14,56 @@ requires = [
     "pylibcugraph==23.4.*",
 ]
 build-backend = "setuptools.build_meta"
+
+[tool.pytest.ini_options]
+testpaths = ["cugraph/tests"]
+
+[project]
+name = "cugraph"
+version = "23.04.00"
+description = "cuGraph - RAPIDS GPU Graph Analytics"
+readme = { file = "README.md", content-type = "text/markdown" }
+authors = [
+    { name = "NVIDIA Corporation" },
+]
+license = { text = "Apache 2.0" }
+requires-python = ">=3.8"
+dependencies = [
+    "numba",
+    "dask-cuda==23.4.*",
+    "rmm==23.4.*",
+    "cudf==23.4.*",
+    "raft-dask==23.4.*",
+    "dask-cudf==23.4.*",
+    "pylibcugraph==23.4.*",
+    "cupy-cuda11x",
+]
+classifiers = [
+    "Intended Audience :: Developers",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.10",
+]
+
+[project.optional-dependencies]
+test = [
+    "pytest",
+    "pytest-xdist",
+    "pytest-benchmark",
+    "scipy",
+    "numpy",
+    "pandas",
+    "networkx>=2.5.1",
+    "scikit-learn>=0.23.1",
+    "python-louvain",
+    # cudf will use fsspec but is protocol independent. cugraph tests
+    # specifically require http for the test files it asks cudf to read.
+    "fsspec[http]>=0.6.0",
+]
+
+[project.urls]
+Homepage = "https://github.com/rapidsai/cugraph"
+Documentation = "https://docs.rapids.ai/api/cugraph/stable/"
+
+[tool.setuptools]
+license-files = ["LICENSE"]
diff --git a/python/cugraph/setup.cfg b/python/cugraph/setup.cfg
deleted file mode 100644
index cfe0f0d71d8..00000000000
--- a/python/cugraph/setup.cfg
+++ /dev/null
@@ -1,15 +0,0 @@
-# Copyright (c) 2018-2023, NVIDIA CORPORATION.
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-[tool:pytest]
-testpaths = cugraph/tests
diff --git a/python/cugraph/setup.py b/python/cugraph/setup.py
index a509ccdbf75..1c3cf44fe3c 100644
--- a/python/cugraph/setup.py
+++ b/python/cugraph/setup.py
@@ -17,35 +17,6 @@
 from skbuild import setup
 
 
-INSTALL_REQUIRES = [
-    "numba",
-    "dask-cuda==23.4.*",
-    "rmm==23.4.*",
-    "cudf==23.4.*",
-    "raft-dask==23.4.*",
-    "dask-cudf==23.4.*",
-    "pylibcugraph==23.4.*",
-    "cupy-cuda11x",
-]
-
-extras_require = {
-    "test": [
-        "pytest",
-        "pytest-xdist",
-        "pytest-benchmark",
-        "scipy",
-        "numpy",
-        "pandas",
-        "networkx>=2.5.1",
-        "scikit-learn>=0.23.1",
-        "python-louvain",
-        # cudf will use fsspec but is protocol independent. cugraph tests
-        # specifically require http for the test files it asks cudf to read.
-        "fsspec[http]>=0.6.0",
-    ]
-}
-
-
 class CleanCommand(Command):
     """Custom clean command to tidy up the project root."""
 
@@ -72,37 +43,9 @@ def run(self):
         os.system("rm -rf _skbuild")
 
 
-PACKAGE_DATA = {key: ["*.pxd"] for key in find_packages(include=["cugraph*"])}
-
-PACKAGE_DATA["cugraph.experimental.datasets"].extend(
-    [
-        "cugraph/experimental/datasets/metadata/*.yaml",
-        "cugraph/experimental/datasets/*.yaml",
-    ]
-)
-
-
 setup(
-    name="cugraph",
-    description="cuGraph - RAPIDS GPU Graph Analytics",
-    version="23.04.00",
-    classifiers=[
-        # "Development Status :: 4 - Beta",
-        "Intended Audience :: Developers",
-        # "Operating System :: OS Independent",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-    ],
-    # Include the separately-compiled shared library
-    author="NVIDIA Corporation",
     packages=find_packages(include=["cugraph", "cugraph.*"]),
-    package_data=PACKAGE_DATA,
     include_package_data=True,
-    install_requires=INSTALL_REQUIRES,
-    license="Apache 2.0",
     cmdclass={"clean": CleanCommand},
     zip_safe=False,
-    extras_require=extras_require,
 )
diff --git a/python/pylibcugraph/MANIFEST.in b/python/pylibcugraph/MANIFEST.in
new file mode 100644
index 00000000000..62b6e992132
--- /dev/null
+++ b/python/pylibcugraph/MANIFEST.in
@@ -0,0 +1,7 @@
+# Cython files
+recursive-include cudf *.pxd
+recursive-include cudf *.pyx
+
+# Build files. Don't use a recursive include on '.' in case the repo is dirty
+include . CMakeLists.txt
+recursive-include cudf CMakeLists.txt
diff --git a/python/pylibcugraph/README.md b/python/pylibcugraph/README.md
new file mode 120000
index 00000000000..fe840054137
--- /dev/null
+++ b/python/pylibcugraph/README.md
@@ -0,0 +1 @@
+../../README.md
\ No newline at end of file
diff --git a/python/pylibcugraph/pyproject.toml b/python/pylibcugraph/pyproject.toml
index c15578dede0..f13f89e75be 100644
--- a/python/pylibcugraph/pyproject.toml
+++ b/python/pylibcugraph/pyproject.toml
@@ -13,3 +13,46 @@ requires = [
     "pylibraft==23.4.*",
 ]
 build-backend = "setuptools.build_meta"
+
+[tool.pytest.ini_options]
+testpaths = ["pylibcugraph/tests"]
+
+[project]
+name = "pylibcugraph"
+version = "23.04.00"
+description = "pylibcugraph - Python bindings for the libcugraph cuGraph C/C++/CUDA library"
+readme = { file = "README.md", content-type = "text/markdown" }
+authors = [
+    { name = "NVIDIA Corporation" },
+]
+license = { text = "Apache 2.0" }
+requires-python = ">=3.8"
+dependencies = [
+    "pylibraft==23.4.*",
+    "rmm==23.4.*",
+]
+classifiers = [
+    "Intended Audience :: Developers",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.10",
+]
+
+[project.optional-dependencies]
+test = [
+    "pytest",
+    "pytest-xdist",
+    "pytest-benchmark",
+    "scipy",
+    "pandas",
+    "numpy",
+    "networkx>=2.5.1",
+    "cudf==23.4.*",
+]
+
+[project.urls]
+Homepage = "https://github.com/rapidsai/cugraph"
+Documentation = "https://docs.rapids.ai/api/cugraph/stable/"
+
+[tool.setuptools]
+license-files = ["LICENSE"]
diff --git a/python/pylibcugraph/setup.cfg b/python/pylibcugraph/setup.cfg
deleted file mode 100644
index 58b70f1b96c..00000000000
--- a/python/pylibcugraph/setup.cfg
+++ /dev/null
@@ -1,15 +0,0 @@
-# Copyright (c) 2021-2023, NVIDIA CORPORATION.
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-[tool:pytest]
-testpaths = pylibcugraph/tests
diff --git a/python/pylibcugraph/setup.py b/python/pylibcugraph/setup.py
index e681c648196..9a56076120c 100644
--- a/python/pylibcugraph/setup.py
+++ b/python/pylibcugraph/setup.py
@@ -52,41 +52,9 @@ def exclude_libcxx_symlink(cmake_manifest):
 
 
 setup(
-    name="pylibcugraph",
-    description="pylibcuGraph - RAPIDS GPU Graph Analytics",
-    version="23.04.00",
-    classifiers=[
-        # "Development Status :: 4 - Beta",
-        "Intended Audience :: Developers",
-        # "Operating System :: OS Independent",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-    ],
-    # Include the separately-compiled shared library
-    author="NVIDIA Corporation",
     packages=find_packages(include=["pylibcugraph", "pylibcugraph.*"]),
-    package_data={key: ["*.pxd"] for key in find_packages(include=["pylibcugraph*"])},
     include_package_data=True,
-    install_requires=[
-        "pylibraft==23.4.*",
-        "rmm==23.4.*",
-    ],
-    extras_require={
-        "test": [
-            "pytest",
-            "pytest-xdist",
-            "pytest-benchmark",
-            "scipy",
-            "pandas",
-            "numpy",
-            "networkx>=2.5.1",
-            "cudf==23.4.*",
-        ]
-    },
     cmake_process_manifest_hook=exclude_libcxx_symlink,
-    license="Apache 2.0",
     cmdclass={"clean": CleanCommand},
     zip_safe=False,
 )