diff --git a/.configs/registration-config-multi-dim.json b/.configs/registration-config-multi-dim.json
new file mode 100644
index 0000000000..e8e0c481d9
--- /dev/null
+++ b/.configs/registration-config-multi-dim.json
@@ -0,0 +1,15 @@
+{
+    "parameter_classes": {
+        "array": {
+            "nd": [1,2,3],
+            "dtype": [
+                "int",
+                "uint",
+                "uint(8)",
+                "real",
+                "bool",
+                "bigint"
+            ]
+        }
+    }
+}
diff --git a/.configs/serverConfig-multi-dim.json b/.configs/serverConfig-multi-dim.json
new file mode 100644
index 0000000000..5d3001b656
--- /dev/null
+++ b/.configs/serverConfig-multi-dim.json
@@ -0,0 +1,18 @@
+{
+    "max_array_dims": 3,
+    "supported_scalar_types": {
+        "uint8": true,
+        "uint16": false,
+        "uint32": false,
+        "uint64": true,
+        "int8": false,
+        "int16": false,
+        "int32": false,
+        "int64": true,
+        "float32": false,
+        "float64": true,
+        "complex64": false,
+        "complex128": false,
+        "bool": true
+    }
+}
diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 75b856f583..e5609439a1 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -125,6 +125,41 @@ jobs:
       run: |
         make test-python-proto size=100
 
+  arkouda_proto_multi-dim:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        chpl-version: ['2.0.0']
+    container:
+      image: chapel/chapel:${{matrix.chpl-version}}
+    steps:
+    - uses: actions/checkout@v3
+    - name: Install dependencies
+      run: |
+        apt-get update && apt-get install -y -V ca-certificates lsb-release wget
+        wget https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+        apt-get install -y -V ./apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb
+        apt-get update && apt-get install -y libhdf5-dev hdf5-tools libzmq3-dev python3-pip libarrow-dev libparquet-dev libcurl4-openssl-dev libidn2-dev
+        make install-iconv
+        echo "\$(eval \$(call add-path,/usr/lib/x86_64-linux-gnu/hdf5/serial/))" >> Makefile.paths
+    - name: Check chpl version
+      run: |
+        chpl --version
+    - name: Install Chapel frontend bindings
+      run: |
+        (cd $CHPL_HOME/tools/chapel-py && python3 -m pip install .)
+    - name: Use MultiDim Configs
+      run: |
+        cp .configs/serverConfig-multi-dim.json serverConfig.json
+        cp .configs/registration-config-multi-dim.json registration-config.json
+    - name: Build/Install Arkouda
+      run: |
+        make
+        python3 -m pip install -e .[dev]
+    - name: Arkouda unit tests
+      run: |
+        make test-python-proto size=100
+
   arkouda_proto_tests_linux:
     runs-on: ubuntu-latest
     strategy:
diff --git a/PROTO_tests/tests/client_test.py b/PROTO_tests/tests/client_test.py
index bbf014368b..69c4d6a539 100644
--- a/PROTO_tests/tests/client_test.py
+++ b/PROTO_tests/tests/client_test.py
@@ -67,11 +67,15 @@ def test_client_get_config(self):
         assert "arkoudaVersion" in config
         assert "INFO" == config["logLevel"]
 
-        try:
-            mar = ak.client.get_max_array_rank()
-            assert mar == 1
-        except Exception as e:
-            raise AssertionError(e)
+        import json
+
+        def get_server_max_array_dims():
+            try:
+                return json.load(open("serverConfig.json", "r"))["max_array_dims"]
+            except (ValueError, FileNotFoundError, TypeError, KeyError):
+                return 1
+
+        assert get_server_max_array_dims() == ak.client.get_max_array_rank()
 
     def test_get_mem_used(self):
         """
@@ -155,7 +159,10 @@ def test_client_array_dim_cmd_error(self):
         with pytest.raises(RuntimeError) as cm:
             resp = generic_msg("reduce10D")
 
-        err_msg = "Error: Command 'reduce10D' is not supported with the current server configuration as the maximum array dimensionality is 1. Please recompile with support for at least 10D arrays"
+        err_msg = (
+            f"Error: Command 'reduce10D' is not supported with the current server configuration as the maximum array dimensionality is {ak.client.get_max_array_rank()}. "
+            f"Please recompile with support for at least 10D arrays"
+        )
         cm.match(err_msg)  #   Asserts the error msg matches the expected value
 
     def test_client_nd_unimplemented_error(self):