diff --git a/mlir/lib/Bindings/Python/IRAttributes.cpp b/mlir/lib/Bindings/Python/IRAttributes.cpp
--- a/mlir/lib/Bindings/Python/IRAttributes.cpp
+++ b/mlir/lib/Bindings/Python/IRAttributes.cpp
@@ -710,6 +710,9 @@
       // f16
       return bufferInfo<uint16_t>(shapedType, "e");
     }
+    if (mlirTypeIsAIndex(elementType)) {
+      return bufferInfo<int64_t>(shapedType);
+    }
     if (mlirTypeIsAInteger(elementType) &&
         mlirIntegerTypeGetWidth(elementType) == 32) {
       if (mlirIntegerTypeIsSignless(elementType) ||
diff --git a/mlir/test/python/ir/array_attributes.py b/mlir/test/python/ir/array_attributes.py
--- a/mlir/test/python/ir/array_attributes.py
+++ b/mlir/test/python/ir/array_attributes.py
@@ -365,3 +365,20 @@
     # CHECK: {{\[}}4 5 6]]
     print(np.array(attr))
 
+
+# CHECK-LABEL: TEST: testGetDenseElementsIndex
+@run
+def testGetDenseElementsIndex():
+  with Context(), Location.unknown():
+    idx_type = IndexType.get()
+    array = np.array([[1, 2, 3], [4, 5, 6]], dtype=np.uintp)
+    attr = DenseElementsAttr.get(array, type=idx_type)
+    # CHECK: dense<{{\[}}[1, 2, 3], [4, 5, 6]]> : tensor<2x3xindex>
+    print(attr)
+    arr = np.array(attr)
+    # CHECK: {{\[}}[1 2 3]
+    # CHECK: {{\[}}4 5 6]]
+    print(arr)
+    # CHECK: True
+    print(arr.dtype == np.int64)
+