diff --git a/pkgs/development/python-modules/multiscale-spatial-image/default.nix b/pkgs/development/python-modules/multiscale-spatial-image/default.nix
new file mode 100644
index 000000000000..41b4a720fc50
--- /dev/null
+++ b/pkgs/development/python-modules/multiscale-spatial-image/default.nix
@@ -0,0 +1,81 @@
+{
+  lib,
+  buildPythonPackage,
+  pythonOlder,
+  fetchFromGitHub,
+  hatchling,
+  dask,
+  numpy,
+  python-dateutil,
+  spatial-image,
+  xarray,
+  xarray-datatree,
+  zarr,
+  dask-image,
+  fsspec,
+  jsonschema,
+  nbmake,
+  pooch,
+  pytestCheckHook,
+  pytest-mypy,
+  urllib3,
+}:
+
+buildPythonPackage rec {
+  pname = "multiscale-spatial-image";
+  version = "1.0.1";
+  pyproject = true;
+
+  disabled = pythonOlder "3.8";
+
+  src = fetchFromGitHub {
+    owner = "spatial-image";
+    repo = "multiscale-spatial-image";
+    rev = "refs/tags/v${version}";
+    hash = "sha256-s/88N8IVkj+9MZYAtEJSpmmDdjIxf4S6U5gYr86Ikrw=";
+  };
+
+  build-system = [ hatchling ];
+
+  dependencies = [
+    dask
+    numpy
+    python-dateutil
+    spatial-image
+    xarray
+    xarray-datatree
+    zarr
+  ];
+
+  optional-dependencies = {
+    dask-image = [ dask-image ];
+    #itk = [
+    #  itk-filtering # not in nixpkgs yet
+    #];
+    test = [
+      dask-image
+      fsspec
+      #ipfsspec # not in nixpkgs
+      #itk-filtering # not in nixpkgs
+      jsonschema
+      nbmake
+      pooch
+      pytest-mypy
+      urllib3
+    ];
+  };
+
+  nativeCheckInputs = [ pytestCheckHook ] ++ optional-dependencies.test;
+
+  doCheck = false; # all test files try to download data
+
+  pythonImportsCheck = [ "multiscale_spatial_image" ];
+
+  meta = {
+    description = "Generate a multiscale, chunked, multi-dimensional spatial image data structure that can serialized to OME-NGFF";
+    homepage = "https://github.com/spatial-image/multiscale-spatial-image";
+    changelog = "https://github.com/spatial-image/multiscale-spatial-image/releases/tag/v${version}";
+    license = lib.licenses.asl20;
+    maintainers = with lib.maintainers; [ bcdarwin ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index bfc66df8da2a..79d8e8f52143 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -8017,6 +8017,8 @@ self: super: with self; {
 
   multiprocess = callPackage ../development/python-modules/multiprocess { };
 
+  multiscale-spatial-image = callPackage ../development/python-modules/multiscale-spatial-image { };
+
   multiset = callPackage ../development/python-modules/multiset { };
 
   multitasking = callPackage ../development/python-modules/multitasking { };