diff --git a/mlir/python/CMakeLists.txt b/mlir/python/CMakeLists.txt
--- a/mlir/python/CMakeLists.txt
+++ b/mlir/python/CMakeLists.txt
@@ -164,6 +164,15 @@
   DIALECT_NAME transform
   EXTENSION_NAME loop_transform)
 
+declare_mlir_dialect_extension_python_bindings(
+  ADD_TO_PARENT MLIRPythonSources.Dialects
+  ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
+  TD_FILE dialects/MemRefTransformOps.td
+  SOURCES
+    dialects/transform/memref.py
+  DIALECT_NAME transform
+  EXTENSION_NAME memref_transform)
+
 declare_mlir_dialect_extension_python_bindings(
   ADD_TO_PARENT MLIRPythonSources.Dialects
   ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
diff --git a/mlir/python/mlir/dialects/MemRefTransformOps.td b/mlir/python/mlir/dialects/MemRefTransformOps.td
new file mode 100644
--- /dev/null
+++ b/mlir/python/mlir/dialects/MemRefTransformOps.td
@@ -0,0 +1,14 @@
+//===-- MemRefTransformOps.td - Memref transform ops -------*- tablegen -*-===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef PYTHON_BINDINGS_MEMREF_TRANSFORM_OPS
+#define PYTHON_BINDINGS_MEMREF_TRANSFORM_OPS
+
+include "mlir/Dialect/MemRef/TransformOps/MemRefTransformOps.td"
+
+#endif
diff --git a/mlir/python/mlir/dialects/transform/memref.py b/mlir/python/mlir/dialects/transform/memref.py
new file mode 100644
--- /dev/null
+++ b/mlir/python/mlir/dialects/transform/memref.py
@@ -0,0 +1,5 @@
+#  Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+#  See https://llvm.org/LICENSE.txt for license information.
+#  SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+
+from .._memref_transform_ops_gen import *
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
@@ -841,6 +841,25 @@
     ],
 )
 
+gentbl_filegroup(
+    name = "MemRefTransformOpsPyGen",
+    tbl_outs = [
+        (
+            [
+                "-gen-python-op-bindings",
+                "-bind-dialect=transform",
+                "-dialect-extension=memref_transform",
+            ],
+            "mlir/dialects/_memref_transform_ops_gen.py",
+        ),
+    ],
+    tblgen = "//mlir:mlir-tblgen",
+    td_file = "mlir/dialects/MemRefTransformOps.td",
+    deps = [
+        "//mlir:MemRefTransformOpsTdFiles",
+    ],
+)
+
 gentbl_filegroup(
     name = "PDLTransformOpsPyGen",
     tbl_outs = [
@@ -876,6 +895,7 @@
         ":BufferizationTransformOpsPyGen",
         ":GPUTransformOpsPyGen",
         ":LoopTransformOpsPyGen",
+        ":MemRefTransformOpsPyGen",
         ":PDLTransformOpsPyGen",
         ":StructuredTransformOpsPyGen",
         ":TransformOpsPyGen",