diff --git a/.github/workflows/python_cmake.yml b/.github/workflows/python_cmake.yml
new file mode 100644
index 00000000..7cf058d9
--- /dev/null
+++ b/.github/workflows/python_cmake.yml
@@ -0,0 +1,35 @@
+name: Python cmake build test
+
+on:
+  push:
+    branches:
+      - master
+    tags:
+      - v*
+      - py_v*
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  Linux:
+    runs-on: ubuntu-latest
+    container: quay.io/pypa/manylinux2014_x86_64:latest
+
+    steps:
+    - uses: actions/checkout@v3
+    
+    - name: install gfortran
+      run: |
+        yum install -y devtoolset-11-toolchain
+
+    - name: Compile and install python bindings
+      run: |
+        scl enable devtoolset-11 bash
+        /opt/python/cp311-cp311/bin/python -m pip install .
+
+    - name: Test python bindings
+      run: |
+        /opt/python/cp311-cp311/bin/python -m pip install pytest
+        /opt/python/cp311-cp311/bin/python -m pytest -s python/test
+
diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 00000000..fb04e383
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,180 @@
+# set minimum cmake version
+cmake_minimum_required(VERSION 3.18)
+
+# project name and language
+project(fmm3d LANGUAGES C Fortran)
+
+# verbose makefile
+set(CMAKE_VERBOSE_MAKEFILE ON)
+
+# Safety net
+if(PROJECT_SOURCE_DIR STREQUAL PROJECT_BINARY_DIR)
+  message(
+    FATAL_ERROR
+      "In-source builds not allowed. Please make a new directory (called a build directory) and run CMake from there.\n"
+  )
+endif()
+
+# Grab Python
+find_package(Python REQUIRED COMPONENTS Interpreter Development.Module NumPy)
+# Grab OpenMP
+find_package(OpenMP REQUIRED)
+if (OpenMP_Fortran_FOUND)
+  set(CMAKE_Fortran_FLAGS "${CMAKE_Fortran_FLAGS} ${OpenMP_Fortran_FLAGS}")
+endif()
+
+# Grab the variables from a local Python installation
+# F2PY headers
+execute_process(
+  COMMAND "${Python_EXECUTABLE}"
+  -c "import numpy.f2py; print(numpy.f2py.get_include())"
+  OUTPUT_VARIABLE F2PY_INCLUDE_DIR
+  OUTPUT_STRIP_TRAILING_WHITESPACE
+)
+
+# build static lib libfmm3d.a
+# source files for libfmm3d.a
+file(GLOB_RECURSE source_list "src/*.f" "src/*.f90")
+#message(${source_list})
+# remove fast kernels and tree_lr_3d.f
+list(FILTER source_list EXCLUDE REGEX ".*_fast\\.f$|.*tree_lr_3d\\.f")
+#message(${source_list})
+# add fmm3d static lib
+add_library(fmm3d STATIC ${source_list})
+#compiler options
+target_compile_options(fmm3d PRIVATE -fPIC -O3 -march=native -funroll-loops -std=legacy -w)
+
+# Print out the discovered paths
+include(CMakePrintHelpers)
+cmake_print_variables(Python_INCLUDE_DIRS)
+cmake_print_variables(F2PY_INCLUDE_DIR)
+cmake_print_variables(Python_NumPy_INCLUDE_DIRS)
+
+# extensions variables
+# hfmm3d_fortran
+set(hfmm_module_name "hfmm3d_fortran")
+set(hfmm_fortran_src_file ${CMAKE_SOURCE_DIR}/src/Helmholtz/hfmm3dwrap.f
+                          ${CMAKE_SOURCE_DIR}/src/Helmholtz/hfmm3dwrap_vec.f
+                          ${CMAKE_SOURCE_DIR}/src/Helmholtz/helmkernels.f)
+set(f2py_helm_module_c "${hfmm_module_name}module.c")
+# lfmm3d_fortran
+set(lfmm_module_name "lfmm3d_fortran")
+set(lfmm_fortran_src_file ${CMAKE_SOURCE_DIR}/src/Laplace/lfmm3dwrap.f
+                          ${CMAKE_SOURCE_DIR}/src/Laplace/lfmm3dwrap_vec.f
+                          ${CMAKE_SOURCE_DIR}/src/Laplace/lapkernels.f)
+set(f2py_lap_module_c "${lfmm_module_name}module.c")
+# emfmm3d_fortran
+set(emfmm_module_name "emfmm3d_fortran")
+set(emfmm_fortran_src_file ${CMAKE_SOURCE_DIR}/src/Helmholtz/hfmm3dwrap.f
+                           ${CMAKE_SOURCE_DIR}/src/Helmholtz/hfmm3dwrap_vec.f
+                           ${CMAKE_SOURCE_DIR}/src/Helmholtz/helmkernels.f
+                           ${CMAKE_SOURCE_DIR}/src/Maxwell/emfmm3d.f90)
+set(f2py_em_module_c "${emfmm_module_name}module.c")
+# stfmm3d_fortran
+set(stfmm_module_name "stfmm3d_fortran")
+set(stfmm_fortran_src_file ${CMAKE_SOURCE_DIR}/src/Laplace/lfmm3dwrap.f
+                           ${CMAKE_SOURCE_DIR}/src/Laplace/lfmm3dwrap_vec.f
+                           ${CMAKE_SOURCE_DIR}/src/Laplace/lapkernels.f
+                           ${CMAKE_SOURCE_DIR}/src/Stokes/stfmm3d.f
+                           ${CMAKE_SOURCE_DIR}/src/Stokes/stokkernels.f)
+set(f2py_st_module_c "${stfmm_module_name}module.c")
+
+# Generate extensions' sources
+# hfmm3d_fortran
+add_custom_target(
+  hfmm_genpyf
+  DEPENDS "${CMAKE_CURRENT_BINARY_DIR}/${f2py_helm_module_c}"
+)
+add_custom_command(
+  OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/${f2py_helm_module_c}" "${CMAKE_CURRENT_BINARY_DIR}/${hfmm_module_name}-f2pywrappers2.f90"
+  COMMAND ${Python_EXECUTABLE}  -m "numpy.f2py"
+                   -m "hfmm3d_fortran"
+                   ${hfmm_fortran_src_file}
+                   --lower
+  DEPENDS ${hfmm_fortran_src_file} # Fortran source
+)
+# lfmm3d_fortran
+add_custom_target(
+  lfmm_genpyf
+  DEPENDS "${CMAKE_CURRENT_BINARY_DIR}/${f2py_lap_module_c}"
+)
+add_custom_command(
+  OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/${f2py_lap_module_c}" "${CMAKE_CURRENT_BINARY_DIR}/${lfmm_module_name}-f2pywrappers2.f90"
+  COMMAND ${Python_EXECUTABLE}  -m "numpy.f2py"
+                   -m "lfmm3d_fortran"
+                   ${lfmm_fortran_src_file}
+                   --lower
+  DEPENDS ${lfmm_fortran_src_file} # Fortran source
+)
+# emfmm3d_fortran
+add_custom_target(
+  emfmm_genpyf
+  DEPENDS "${CMAKE_CURRENT_BINARY_DIR}/${f2py_em_module_c}"
+)
+add_custom_command(
+  OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/${f2py_em_module_c}" "${CMAKE_CURRENT_BINARY_DIR}/${emfmm_module_name}-f2pywrappers2.f90"
+  COMMAND ${Python_EXECUTABLE}  -m "numpy.f2py"
+                   -m "emfmm3d_fortran"
+                   ${emfmm_fortran_src_file}
+                   --lower
+  DEPENDS ${emfmm_fortran_src_file} # Fortran source
+)
+# stfmm3d_fortran
+add_custom_target(
+  stfmm_genpyf
+  DEPENDS "${CMAKE_CURRENT_BINARY_DIR}/${f2py_st_module_c}"
+)
+add_custom_command(
+  OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/${f2py_st_module_c}" "${CMAKE_CURRENT_BINARY_DIR}/${stfmm_module_name}-f2pywrappers2.f90"
+  COMMAND ${Python_EXECUTABLE}  -m "numpy.f2py"
+                   -m "stfmm3d_fortran"
+                   ${stfmm_fortran_src_file}
+                   --lower
+  DEPENDS ${stfmm_fortran_src_file} # Fortran source
+)
+
+# Set up extensions targets
+# hfmm3d_fortran
+Python_add_library(hfmm3d_fortran MODULE WITH_SOABI
+  "${CMAKE_CURRENT_BINARY_DIR}/${f2py_helm_module_c}" # Generated
+  "${F2PY_INCLUDE_DIR}/fortranobject.c" # From NumPy
+  "${hfmm_fortran_src_file}" # Fortran source(s)
+)
+# lfmm3d_fortran
+Python_add_library(lfmm3d_fortran MODULE WITH_SOABI
+  "${CMAKE_CURRENT_BINARY_DIR}/${f2py_lap_module_c}" # Generated
+  "${F2PY_INCLUDE_DIR}/fortranobject.c" # From NumPy
+  "${lfmm_fortran_src_file}" # Fortran source(s)
+)
+# emfmm3d_fortran
+Python_add_library(emfmm3d_fortran MODULE WITH_SOABI
+  "${CMAKE_CURRENT_BINARY_DIR}/${f2py_em_module_c}" # Generated
+  "${F2PY_INCLUDE_DIR}/fortranobject.c" # From NumPy
+  "${emfmm_fortran_src_file}" # Fortran source(s)
+)
+# stfmm3d_fortran
+Python_add_library(stfmm3d_fortran MODULE WITH_SOABI
+  "${CMAKE_CURRENT_BINARY_DIR}/${f2py_st_module_c}" # Generated
+  "${F2PY_INCLUDE_DIR}/fortranobject.c" # From NumPy
+  "${stfmm_fortran_src_file}" # Fortran source(s)
+)
+
+# Dependencies for extensions
+# hfmm3d_fortran
+target_link_libraries(hfmm3d_fortran PRIVATE Python::NumPy fmm3d)
+add_dependencies(hfmm3d_fortran hfmm_genpyf)
+target_include_directories(hfmm3d_fortran PRIVATE "${F2PY_INCLUDE_DIR}")
+# lfmm3d_fortran
+target_link_libraries(lfmm3d_fortran PRIVATE Python::NumPy fmm3d)
+add_dependencies(lfmm3d_fortran lfmm_genpyf)
+target_include_directories(lfmm3d_fortran PRIVATE "${F2PY_INCLUDE_DIR}")
+# emfmm3d_fortran
+target_link_libraries(emfmm3d_fortran PRIVATE Python::NumPy fmm3d)
+add_dependencies(emfmm3d_fortran emfmm_genpyf)
+target_include_directories(emfmm3d_fortran PRIVATE "${F2PY_INCLUDE_DIR}")
+# stfmm3d_fortran
+target_link_libraries(stfmm3d_fortran PRIVATE Python::NumPy fmm3d)
+add_dependencies(stfmm3d_fortran stfmm_genpyf)
+target_include_directories(stfmm3d_fortran PRIVATE "${F2PY_INCLUDE_DIR}")
+
+add_subdirectory(python)
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..2d75020b
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,37 @@
+[build-system]
+requires = [
+    "scikit-build-core >= 0.4.3",
+    "cmake >= 3.19",
+    "numpy >= 1.12.0",
+]
+
+build-backend = "scikit_build_core.build"
+
+[project]
+name = "fmm3dpy"
+description = "Python bindings for the FMM3D library"
+readme = "README.md"
+requires-python = ">=3.8"
+dependencies = ["numpy >= 1.12.0"]
+dynamic = ["version"]
+
+[tool.scikit-build]
+# Protect the configuration against future changes in scikit-build-core
+minimum-version = "0.4"
+# Setuptools-style build caching in a local directory
+build-dir = "build/{wheel_tag}"
+
+cmake.targets = ["fmm3d", "hfmm3d_fortran", "lfmm3d_fortran", "emfmm3d_fortran", "stfmm3d_fortran"]
+
+wheel.packages = ["python/fmm3dpy"]
+
+# Indicate that we don't depend on the CPython API
+wheel.py-api = "py3"
+
+[tool.scikit-build.metadata.version]
+provider = "scikit_build_core.metadata.regex"
+input = "python/fmm3dpy/__init__.py"
+
+[tool.cibuildwheel]
+# Necessary to see build output from the actual compilation
+build-verbosity = 1
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
new file mode 100644
index 00000000..e5a90d69
--- /dev/null
+++ b/python/CMakeLists.txt
@@ -0,0 +1,5 @@
+if (WIN32)
+    install(TARGETS hfmm3d_fortran lfmm3d_fortran emfmm3d_fortran stfmm3d_fortran DESTINATION fmm3dpy RUNTIME DESTINATION fmm3dpy)
+else ()
+    install(TARGETS hfmm3d_fortran lfmm3d_fortran emfmm3d_fortran stfmm3d_fortran DESTINATION fmm3dpy)
+endif ()
diff --git a/python/fmm3dpy/__init__.py b/python/fmm3dpy/__init__.py
index 0218d447..f4ceedda 100644
--- a/python/fmm3dpy/__init__.py
+++ b/python/fmm3dpy/__init__.py
@@ -1 +1,2 @@
 from .fmm3d import hfmm3d,lfmm3d,emfmm3d,stfmm3d,h3ddir,l3ddir,em3ddir,st3ddir,comperr,Output
+__version__ = '1.0.4'