diff --git a/test/inductor/test_mps_basic.py b/test/inductor/test_mps_basic.py
index 187ca3e22d5..74b827be4dc 100644
--- a/test/inductor/test_mps_basic.py
+++ b/test/inductor/test_mps_basic.py
@@ -99,6 +99,8 @@ class MPSBasicTests(TestCase):
         "modified_bessel_i1",
         "modified_bessel_k0",
         "modified_bessel_k1",
+        "scaled_modified_bessel_k0",
+        "scaled_modified_bessel_k1",
         "entr",
     ]
 
diff --git a/torch/_inductor/codegen/mps.py b/torch/_inductor/codegen/mps.py
index 50de653fa52..dc438b0f9e7 100644
--- a/torch/_inductor/codegen/mps.py
+++ b/torch/_inductor/codegen/mps.py
@@ -418,6 +418,14 @@ class MetalOverrides(OpOverrides):
     def modified_bessel_k1(x: CSEVariable) -> str:
         return f"c10::metal::modified_bessel_k1_forward({x})"
 
+    @staticmethod
+    def scaled_modified_bessel_k0(x: CSEVariable) -> str:
+        return f"c10::metal::scaled_modified_bessel_k0_forward({x})"
+
+    @staticmethod
+    def scaled_modified_bessel_k1(x: CSEVariable) -> str:
+        return f"c10::metal::scaled_modified_bessel_k1_forward({x})"
+
 
 MetalOverrides._initialize_pointwise_overrides("mps")