diff --git a/tensorflow/lite/micro/micro_mutable_op_resolver.h b/tensorflow/lite/micro/micro_mutable_op_resolver.h
index a6cc8ab48d9..ac304352a57 100644
--- a/tensorflow/lite/micro/micro_mutable_op_resolver.h
+++ b/tensorflow/lite/micro/micro_mutable_op_resolver.h
@@ -61,37 +61,45 @@ class MicroOpResolver : public OpResolver {
   }
 
   void AddBuiltin(tflite::BuiltinOperator op, TfLiteRegistration* registration,
-                  int min_version = 1, int max_version = 1) {
-    for (int version = min_version; version <= max_version; ++version) {
-      if (registrations_len_ >= tOpCount) {
-        // TODO(b/147748244) - Add error reporting hooks so we can report this!
-        return;
-      }
-      TfLiteRegistration* new_registration =
-          &registrations_[registrations_len_];
-      registrations_len_ += 1;
+                  int version = 1) {
+    if (registrations_len_ >= tOpCount) {
+      // TODO(b/147748244) - Add error reporting hooks so we can report this!
+      return;
+    }
+    TfLiteRegistration* new_registration = &registrations_[registrations_len_];
+    registrations_len_ += 1;
 
-      *new_registration = *registration;
-      new_registration->builtin_code = op;
-      new_registration->version = version;
+    *new_registration = *registration;
+    new_registration->builtin_code = op;
+    new_registration->version = version;
+  }
+
+  void AddBuiltin(tflite::BuiltinOperator op, TfLiteRegistration* registration,
+                  int min_version, int max_version) {
+    for (int version = min_version; version <= max_version; ++version) {
+      AddBuiltin(op, registration, version);
     }
   }
 
   void AddCustom(const char* name, TfLiteRegistration* registration,
-                 int min_version = 1, int max_version = 1) {
-    for (int version = min_version; version <= max_version; ++version) {
-      if (registrations_len_ >= tOpCount) {
-        // TODO(b/147748244) - Add error reporting hooks so we can report this!
-        return;
-      }
-      TfLiteRegistration* new_registration =
-          &registrations_[registrations_len_];
-      registrations_len_ += 1;
+                 int version = 1) {
+    if (registrations_len_ >= tOpCount) {
+      // TODO(b/147748244) - Add error reporting hooks so we can report this!
+      return;
+    }
+    TfLiteRegistration* new_registration = &registrations_[registrations_len_];
+    registrations_len_ += 1;
 
-      *new_registration = *registration;
-      new_registration->builtin_code = BuiltinOperator_CUSTOM;
-      new_registration->custom_name = name;
-      new_registration->version = version;
+    *new_registration = *registration;
+    new_registration->builtin_code = BuiltinOperator_CUSTOM;
+    new_registration->custom_name = name;
+    new_registration->version = version;
+  }
+
+  void AddCustom(const char* name, TfLiteRegistration* registration,
+                 int min_version, int max_version) {
+    for (int version = min_version; version <= max_version; ++version) {
+      AddCustom(name, registration, version);
     }
   }
 
diff --git a/tensorflow/lite/micro/micro_mutable_op_resolver_test.cc b/tensorflow/lite/micro/micro_mutable_op_resolver_test.cc
index 8f22a6c8a42..0619591523a 100644
--- a/tensorflow/lite/micro/micro_mutable_op_resolver_test.cc
+++ b/tensorflow/lite/micro/micro_mutable_op_resolver_test.cc
@@ -113,6 +113,9 @@ TF_LITE_MICRO_TEST(TestZeroVersionRegistration) {
   MicroOpResolver<1> micro_op_resolver;
   micro_op_resolver.AddCustom("mock_custom", &r,
                               tflite::MicroOpResolverAnyVersion());
+
+  TF_LITE_MICRO_EXPECT_EQ(1, micro_op_resolver.GetRegistrationLength());
+
   OpResolver* resolver = &micro_op_resolver;
 
   const TfLiteRegistration* registration = resolver->FindOp("mock_custom", 0);
diff --git a/tensorflow/lite/mutable_op_resolver.cc b/tensorflow/lite/mutable_op_resolver.cc
index 36c512dcaac..5cb6ed169e7 100644
--- a/tensorflow/lite/mutable_op_resolver.cc
+++ b/tensorflow/lite/mutable_op_resolver.cc
@@ -29,29 +29,41 @@ const TfLiteRegistration* MutableOpResolver::FindOp(const char* op,
   return it != custom_ops_.end() ? &it->second : nullptr;
 }
 
+void MutableOpResolver::AddBuiltin(tflite::BuiltinOperator op,
+                                   const TfLiteRegistration* registration,
+                                   int version) {
+  TfLiteRegistration new_registration = *registration;
+  new_registration.custom_name = nullptr;
+  new_registration.builtin_code = op;
+  new_registration.version = version;
+  auto op_key = std::make_pair(op, version);
+  builtins_[op_key] = new_registration;
+}
+
 void MutableOpResolver::AddBuiltin(tflite::BuiltinOperator op,
                                    const TfLiteRegistration* registration,
                                    int min_version, int max_version) {
   for (int version = min_version; version <= max_version; ++version) {
-    TfLiteRegistration new_registration = *registration;
-    new_registration.custom_name = nullptr;
-    new_registration.builtin_code = op;
-    new_registration.version = version;
-    auto op_key = std::make_pair(op, version);
-    builtins_[op_key] = new_registration;
+    AddBuiltin(op, registration, version);
   }
 }
 
+void MutableOpResolver::AddCustom(const char* name,
+                                  const TfLiteRegistration* registration,
+                                  int version) {
+  TfLiteRegistration new_registration = *registration;
+  new_registration.builtin_code = BuiltinOperator_CUSTOM;
+  new_registration.custom_name = name;
+  new_registration.version = version;
+  auto op_key = std::make_pair(name, version);
+  custom_ops_[op_key] = new_registration;
+}
+
 void MutableOpResolver::AddCustom(const char* name,
                                   const TfLiteRegistration* registration,
                                   int min_version, int max_version) {
   for (int version = min_version; version <= max_version; ++version) {
-    TfLiteRegistration new_registration = *registration;
-    new_registration.builtin_code = BuiltinOperator_CUSTOM;
-    new_registration.custom_name = name;
-    new_registration.version = version;
-    auto op_key = std::make_pair(name, version);
-    custom_ops_[op_key] = new_registration;
+    AddCustom(name, registration, version);
   }
 }
 
diff --git a/tensorflow/lite/mutable_op_resolver.h b/tensorflow/lite/mutable_op_resolver.h
index 9e41ee86423..fe5e121424c 100644
--- a/tensorflow/lite/mutable_op_resolver.h
+++ b/tensorflow/lite/mutable_op_resolver.h
@@ -60,10 +60,14 @@ class MutableOpResolver : public OpResolver {
                                    int version) const override;
   const TfLiteRegistration* FindOp(const char* op, int version) const override;
   void AddBuiltin(tflite::BuiltinOperator op,
-                  const TfLiteRegistration* registration, int min_version = 1,
-                  int max_version = 1);
+                  const TfLiteRegistration* registration, int version = 1);
+  void AddBuiltin(tflite::BuiltinOperator op,
+                  const TfLiteRegistration* registration, int min_version,
+                  int max_version);
   void AddCustom(const char* name, const TfLiteRegistration* registration,
-                 int min_version = 1, int max_version = 1);
+                 int version = 1);
+  void AddCustom(const char* name, const TfLiteRegistration* registration,
+                 int min_version, int max_version);
   void AddAll(const MutableOpResolver& other);
 
  private:
diff --git a/tensorflow/lite/mutable_op_resolver_test.cc b/tensorflow/lite/mutable_op_resolver_test.cc
index 22641ebd539..71a30d95b16 100644
--- a/tensorflow/lite/mutable_op_resolver_test.cc
+++ b/tensorflow/lite/mutable_op_resolver_test.cc
@@ -81,6 +81,25 @@ TEST(MutableOpResolverTest, FindMissingOp) {
   EXPECT_EQ(found_registration, nullptr);
 }
 
+TEST(MutableOpResolverTest, RegisterOpWithSingleVersion) {
+  MutableOpResolver resolver;
+  // The kernel supports version 2 only
+  resolver.AddBuiltin(BuiltinOperator_ADD, GetDummyRegistration(), 2);
+
+  const TfLiteRegistration* found_registration;
+
+  found_registration = resolver.FindOp(BuiltinOperator_ADD, 1);
+  ASSERT_EQ(found_registration, nullptr);
+
+  found_registration = resolver.FindOp(BuiltinOperator_ADD, 2);
+  ASSERT_NE(found_registration, nullptr);
+  EXPECT_TRUE(found_registration->invoke == DummyInvoke);
+  EXPECT_EQ(found_registration->version, 2);
+
+  found_registration = resolver.FindOp(BuiltinOperator_ADD, 3);
+  ASSERT_EQ(found_registration, nullptr);
+}
+
 TEST(MutableOpResolverTest, RegisterOpWithMultipleVersions) {
   MutableOpResolver resolver;
   // The kernel supports version 2 and 3