diff --git a/mlir/python/CMakeLists.txt b/mlir/python/CMakeLists.txt
--- a/mlir/python/CMakeLists.txt
+++ b/mlir/python/CMakeLists.txt
@@ -169,6 +169,7 @@
   ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
   TD_FILE dialects/MemRefTransformOps.td
   SOURCES
+    dialects/_memref_transform_ops_ext.py
     dialects/transform/memref.py
   DIALECT_NAME transform
   EXTENSION_NAME memref_transform)
diff --git a/mlir/test/python/dialects/transform_memref_ext.py b/mlir/test/python/dialects/transform_memref_ext.py
new file mode 100644
--- /dev/null
+++ b/mlir/test/python/dialects/transform_memref_ext.py
@@ -0,0 +1,67 @@
+# RUN: %PYTHON %s | FileCheck %s
+
+
+from mlir.ir import *
+from mlir.dialects import transform
+from mlir.dialects.transform import memref
+
+
+def run(f):
+    with Context(), Location.unknown():
+        module = Module.create()
+        with InsertionPoint(module.body):
+            print("\nTEST:", f.__name__)
+            f()
+        print(module)
+    return f
+
+
+@run
+def testMemRefMultiBufferOpCompact():
+    sequence = transform.SequenceOp(
+        transform.FailurePropagationMode.PROPAGATE,
+        [],
+        transform.OperationType.get("memref.alloc"),
+    )
+    with InsertionPoint(sequence.body):
+        memref.MemRefMultiBufferOp(sequence.bodyTarget, 4)
+        transform.YieldOp()
+    # CHECK-LABEL: TEST: testMemRefMultiBufferOpCompact
+    # CHECK: = transform.memref.multibuffer
+    # CHECK-SAME: factor = 4 : i64
+    # CHECK-SAME: (!transform.op<"memref.alloc">) -> !transform.any_op
+
+
+@run
+def testMemRefMultiBufferOpTyped():
+    sequence = transform.SequenceOp(
+        transform.FailurePropagationMode.PROPAGATE,
+        [],
+        transform.OperationType.get("memref.alloc"),
+    )
+    with InsertionPoint(sequence.body):
+        memref.MemRefMultiBufferOp(
+            transform.OperationType.get("memref.alloc"), sequence.bodyTarget, 4
+        )
+        transform.YieldOp()
+    # CHECK-LABEL: TEST: testMemRefMultiBufferOpTyped
+    # CHECK: = transform.memref.multibuffer
+    # CHECK-SAME: factor = 4 : i64
+    # CHECK-SAME: (!transform.op<"memref.alloc">) -> !transform.op<"memref.alloc">
+
+
+@run
+def testMemRefMultiBufferOpAttributes():
+    sequence = transform.SequenceOp(
+        transform.FailurePropagationMode.PROPAGATE,
+        [],
+        transform.OperationType.get("memref.alloc"),
+    )
+    with InsertionPoint(sequence.body):
+        memref.MemRefMultiBufferOp(sequence.bodyTarget, 4, skip_analysis=True)
+        transform.YieldOp()
+    # CHECK-LABEL: TEST: testMemRefMultiBufferOpAttributes
+    # CHECK: = transform.memref.multibuffer
+    # CHECK-SAME: factor = 4 : i64
+    # CHECK-SAME: skip_analysis
+    # CHECK-SAME: (!transform.op<"memref.alloc">) -> !transform.any_op
diff --git a/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel b/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel
--- a/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel
+++ b/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel
@@ -889,6 +889,7 @@
         "mlir/dialects/_bufferization_transform_ops_ext.py",
         "mlir/dialects/_gpu_transform_ops_ext.py",
         "mlir/dialects/_loop_transform_ops_ext.py",
+        "mlir/dialects/_memref_transform_ops_ext.py",
         "mlir/dialects/_structured_transform_ops_ext.py",
         "mlir/dialects/_transform_ops_ext.py",
         "mlir/dialects/_transform_pdl_extension_ops_ext.py",