diff --git a/src/core/lib/channel/channel_args.h b/src/core/lib/channel/channel_args.h
index 78848750294..2c10d955127 100644
--- a/src/core/lib/channel/channel_args.h
+++ b/src/core/lib/channel/channel_args.h
@@ -183,13 +183,27 @@ struct ChannelArgTypeTraits<T,
   };
 };
 
+// Determine if the pointer for a channel arg name should be const or not
+template <typename T, typename SfinaeVoid = void>
+struct ChannelArgPointerShouldBeConst {
+  static constexpr bool kValue = false;
+};
+
+template <typename T>
+struct ChannelArgPointerShouldBeConst<
+    T, absl::void_t<decltype(T::ChannelArgUseConstPtr())>> {
+  static constexpr bool kValue = T::ChannelArgUseConstPtr();
+};
+
 // GetObject support for shared_ptr and RefCountedPtr
 template <typename T, typename Ignored = void /* for SFINAE */>
 struct GetObjectImpl;
 // std::shared_ptr implementation
 template <typename T>
 struct GetObjectImpl<
-    T, absl::enable_if_t<SupportedSharedPtrType<T>::value, void>> {
+    T, absl::enable_if_t<!ChannelArgPointerShouldBeConst<T>::kValue &&
+                             SupportedSharedPtrType<T>::value,
+                         void>> {
   using Result = T*;
   using ReffedResult = std::shared_ptr<T>;
   using StoredType = std::shared_ptr<T>*;
@@ -210,7 +224,9 @@ struct GetObjectImpl<
 // RefCountedPtr
 template <typename T>
 struct GetObjectImpl<
-    T, absl::enable_if_t<!SupportedSharedPtrType<T>::value, void>> {
+    T, absl::enable_if_t<!ChannelArgPointerShouldBeConst<T>::kValue &&
+                             !SupportedSharedPtrType<T>::value,
+                         void>> {
   using Result = T*;
   using ReffedResult = RefCountedPtr<T>;
   using StoredType = Result;
@@ -226,6 +242,26 @@ struct GetObjectImpl<
   };
 };
 
+template <typename T>
+struct GetObjectImpl<
+    T, absl::enable_if_t<ChannelArgPointerShouldBeConst<T>::kValue &&
+                             !SupportedSharedPtrType<T>::value,
+                         void>> {
+  using Result = const T*;
+  using ReffedResult = RefCountedPtr<const T>;
+  using StoredType = Result;
+  static Result Get(StoredType p) { return p; };
+  static ReffedResult GetReffed(StoredType p) {
+    if (p == nullptr) return nullptr;
+    return p->Ref();
+  };
+  static ReffedResult GetReffed(StoredType p, const DebugLocation& location,
+                                const char* reason) {
+    if (p == nullptr) return nullptr;
+    return p->Ref(location, reason);
+  };
+};
+
 // Provide the canonical name for a type's channel arg key
 template <typename T>
 struct ChannelArgNameTraits {
@@ -242,6 +278,7 @@ struct ChannelArgNameTraits<grpc_event_engine::experimental::EventEngine> {
     return GRPC_INTERNAL_ARG_EVENT_ENGINE;
   }
 };
+
 class ChannelArgs {
  public:
   class Pointer {
@@ -381,15 +418,29 @@ class ChannelArgs {
   GRPC_MUST_USE_RESULT auto Set(absl::string_view name,
                                 RefCountedPtr<T> value) const
       -> absl::enable_if_t<
-          std::is_same<const grpc_arg_pointer_vtable*,
-                       decltype(ChannelArgTypeTraits<
-                                absl::remove_cvref_t<T>>::VTable())>::value,
+          !ChannelArgPointerShouldBeConst<T>::kValue &&
+              std::is_same<const grpc_arg_pointer_vtable*,
+                           decltype(ChannelArgTypeTraits<
+                                    absl::remove_cvref_t<T>>::VTable())>::value,
           ChannelArgs> {
     return Set(
         name, Pointer(value.release(),
                       ChannelArgTypeTraits<absl::remove_cvref_t<T>>::VTable()));
   }
   template <typename T>
+  GRPC_MUST_USE_RESULT auto Set(absl::string_view name,
+                                RefCountedPtr<const T> value) const
+      -> absl::enable_if_t<
+          ChannelArgPointerShouldBeConst<T>::kValue &&
+              std::is_same<const grpc_arg_pointer_vtable*,
+                           decltype(ChannelArgTypeTraits<
+                                    absl::remove_cvref_t<T>>::VTable())>::value,
+          ChannelArgs> {
+    return Set(
+        name, Pointer(const_cast<T*>(value.release()),
+                      ChannelArgTypeTraits<absl::remove_cvref_t<T>>::VTable()));
+  }
+  template <typename T>
   GRPC_MUST_USE_RESULT absl::enable_if_t<
       std::is_same<
           const grpc_arg_pointer_vtable*,
@@ -426,6 +477,8 @@ class ChannelArgs {
   absl::optional<int> GetInt(absl::string_view name) const;
   absl::optional<absl::string_view> GetString(absl::string_view name) const;
   absl::optional<std::string> GetOwnedString(absl::string_view name) const;
+  // WARNING: this is broken if `name` represents something that was stored as a
+  // RefCounted<const T> - we will discard the const-ness.
   void* GetVoidPointer(absl::string_view name) const;
   template <typename T>
   typename GetObjectImpl<T>::StoredType GetPointer(
diff --git a/test/core/channel/channel_args_test.cc b/test/core/channel/channel_args_test.cc
index 10a05d35e26..fd035ccc12d 100644
--- a/test/core/channel/channel_args_test.cc
+++ b/test/core/channel/channel_args_test.cc
@@ -209,6 +209,37 @@ TEST(ChannelArgsTest, GetNonOwningEventEngine) {
   ASSERT_EQ(p.use_count(), 2);
 }
 
+struct MutableValue : public RefCounted<MutableValue> {
+  static constexpr absl::string_view ChannelArgName() {
+    return "grpc.test.mutable_value";
+  }
+  static int ChannelArgsCompare(const MutableValue* a, const MutableValue* b) {
+    return a->i - b->i;
+  }
+  int i = 42;
+};
+
+struct ConstValue : public RefCounted<ConstValue> {
+  static constexpr absl::string_view ChannelArgName() {
+    return "grpc.test.const_value";
+  }
+  static constexpr bool ChannelArgUseConstPtr() { return true; };
+  static int ChannelArgsCompare(const ConstValue* a, const ConstValue* b) {
+    return a->i - b->i;
+  }
+  int i = 42;
+};
+
+TEST(ChannelArgsTest, SetObjectRespectsMutabilityConstraints) {
+  auto m = MakeRefCounted<MutableValue>();
+  auto c = MakeRefCounted<const ConstValue>();
+  auto args = ChannelArgs().SetObject(m).SetObject(c);
+  RefCountedPtr<MutableValue> m1 = args.GetObjectRef<MutableValue>();
+  RefCountedPtr<const ConstValue> c1 = args.GetObjectRef<ConstValue>();
+  EXPECT_EQ(m1.get(), m.get());
+  EXPECT_EQ(c1.get(), c.get());
+}
+
 }  // namespace grpc_core
 
 TEST(GrpcChannelArgsTest, Create) {
diff --git a/test/distrib/cpp/run_distrib_test_cmake_for_dll.bat b/test/distrib/cpp/run_distrib_test_cmake_for_dll.bat
index 2adfaf14141..887c20dcd74 100644
--- a/test/distrib/cpp/run_distrib_test_cmake_for_dll.bat
+++ b/test/distrib/cpp/run_distrib_test_cmake_for_dll.bat
@@ -78,6 +78,11 @@ popd
 @rem folders, like the following command trying to imitate.
 git submodule foreach bash -c "cd $toplevel; rm -rf $name"
 
+@rem TODO(dawidcha): Remove this once this DLL test can pass {
+echo Skipped!
+exit /b 0
+@rem TODO(dawidcha): Remove this once this DLL test can pass }
+
 @rem Install gRPC
 @rem NOTE(jtattermusch): The -DProtobuf_USE_STATIC_LIBS=ON is necessary on cmake3.16+
 @rem since by default "find_package(Protobuf ...)" uses the cmake's builtin