diff --git a/src/MessagePack/Formatters/FrozenCollectionFormatters.cs b/src/MessagePack/Formatters/FrozenCollectionFormatters.cs
new file mode 100644
index 000000000..f757b5597
--- /dev/null
+++ b/src/MessagePack/Formatters/FrozenCollectionFormatters.cs
@@ -0,0 +1,171 @@
+// Copyright (c) All contributors. All rights reserved.
+// Licensed under the MIT license. See LICENSE file in the project root for full license information.
+
+#if NET8_0_OR_GREATER
+
+using System.Collections.Frozen;
+using System.Collections.Generic;
+using MessagePack.Formatters;
+
+#pragma warning disable SA1402 // File may only contain a single type
+#pragma warning disable SA1649 // File name should match first type name
+
+namespace MessagePack.ImmutableCollection
+{
+    public sealed class FrozenDictionaryFormatter<TKey, TValue> : IMessagePackFormatter<FrozenDictionary<TKey, TValue>?>
+        where TKey : notnull
+    {
+        private readonly IEqualityComparer<TKey>? comparer;
+
+        public FrozenDictionaryFormatter()
+        {
+        }
+
+        public FrozenDictionaryFormatter(IEqualityComparer<TKey>? comparer)
+        {
+            this.comparer = comparer;
+        }
+
+        public void Serialize(ref MessagePackWriter writer, FrozenDictionary<TKey, TValue>? value, MessagePackSerializerOptions options)
+        {
+            if (value is null)
+            {
+                writer.WriteNil();
+                return;
+            }
+
+            IFormatterResolver resolver = options.Resolver;
+            IMessagePackFormatter<TKey> keyFormatter = resolver.GetFormatterWithVerify<TKey>();
+            IMessagePackFormatter<TValue> valueFormatter = resolver.GetFormatterWithVerify<TValue>();
+
+            // https://github.com/dotnet/runtime/blob/4c500699b938d53993b928b93543b8dbe68f69aa/src/libraries/System.Collections.Immutable/src/System/Collections/Frozen/FrozenHashTable.cs#L134C2-L134C2
+            // FrozenDictionary.Count uses FrozenHashTable's Count property which is O(1).
+            var count = value.Count;
+            writer.WriteMapHeader(count);
+            if (count == 0)
+            {
+                return;
+            }
+
+            foreach (KeyValuePair<TKey, TValue> item in value)
+            {
+                writer.CancellationToken.ThrowIfCancellationRequested();
+                keyFormatter.Serialize(ref writer, item.Key, options);
+                valueFormatter.Serialize(ref writer, item.Value, options);
+            }
+        }
+
+        public FrozenDictionary<TKey, TValue>? Deserialize(ref MessagePackReader reader, MessagePackSerializerOptions options)
+        {
+            if (reader.TryReadNil())
+            {
+                return default;
+            }
+
+            var count = reader.ReadMapHeader();
+            if (count == 0)
+            {
+                return FrozenDictionary<TKey, TValue>.Empty;
+            }
+
+            IFormatterResolver resolver = options.Resolver;
+            IMessagePackFormatter<TKey> keyFormatter = resolver.GetFormatterWithVerify<TKey>();
+            IMessagePackFormatter<TValue> valueFormatter = resolver.GetFormatterWithVerify<TValue>();
+            IEqualityComparer<TKey> comparer = this.comparer ?? options.Security.GetEqualityComparer<TKey>();
+
+            // https://github.com/dotnet/runtime/blob/4c500699b938d53993b928b93543b8dbe68f69aa/src/libraries/System.Collections.Immutable/src/System/Collections/Frozen/FrozenDictionary.cs#L87
+            // FrozenDictionary.ToFrozenDictionary internally allocates Dictionary<TKey, TValue> object.
+            var dictionary = new Dictionary<TKey, TValue>(count, comparer);
+            options.Security.DepthStep(ref reader);
+            try
+            {
+                for (var i = 0; i < count; i++)
+                {
+                    reader.CancellationToken.ThrowIfCancellationRequested();
+                    dictionary.Add(keyFormatter.Deserialize(ref reader, options), valueFormatter.Deserialize(ref reader, options));
+                }
+            }
+            finally
+            {
+                reader.Depth--;
+            }
+
+            return dictionary.ToFrozenDictionary(comparer);
+        }
+    }
+
+    public sealed class FrozenSetFormatter<T> : IMessagePackFormatter<FrozenSet<T>?>
+    {
+        private readonly IEqualityComparer<T>? comparer;
+
+        public FrozenSetFormatter()
+        {
+        }
+
+        public FrozenSetFormatter(IEqualityComparer<T> comparer)
+        {
+            this.comparer = comparer;
+        }
+
+        public void Serialize(ref MessagePackWriter writer, FrozenSet<T>? value, MessagePackSerializerOptions options)
+        {
+            if (value is null)
+            {
+                writer.WriteNil();
+                return;
+            }
+
+            var count = value.Count;
+            writer.WriteArrayHeader(count);
+            if (count == 0)
+            {
+                return;
+            }
+
+            IMessagePackFormatter<T> formatter = options.Resolver.GetFormatterWithVerify<T>();
+            foreach (var item in value)
+            {
+                writer.CancellationToken.ThrowIfCancellationRequested();
+                formatter.Serialize(ref writer, item, options);
+            }
+        }
+
+        public FrozenSet<T>? Deserialize(ref MessagePackReader reader, MessagePackSerializerOptions options)
+        {
+            if (reader.TryReadNil())
+            {
+                return default;
+            }
+
+            var count = reader.ReadArrayHeader();
+            if (count == 0)
+            {
+                return FrozenSet<T>.Empty;
+            }
+
+            IMessagePackFormatter<T> formatter = options.Resolver.GetFormatterWithVerify<T>();
+            IEqualityComparer<T> comparer = this.comparer ?? options.Security.GetEqualityComparer<T>();
+
+            // https://github.com/dotnet/runtime/blob/4c500699b938d53993b928b93543b8dbe68f69aa/src/libraries/System.Collections.Immutable/src/System/Collections/Frozen/FrozenSet.cs#L41
+            // FrozenSet.ToFrozenSet internally allocates HashSet<T> object.
+            var set = new HashSet<T>(count, comparer);
+            options.Security.DepthStep(ref reader);
+            try
+            {
+                for (var i = 0; i < count; i++)
+                {
+                    reader.CancellationToken.ThrowIfCancellationRequested();
+                    set.Add(formatter.Deserialize(ref reader, options));
+                }
+            }
+            finally
+            {
+                reader.Depth--;
+            }
+
+            return set.ToFrozenSet(comparer);
+        }
+    }
+}
+
+#endif
diff --git a/src/MessagePack/Resolvers/ImmutableCollectionResolver.cs b/src/MessagePack/Resolvers/ImmutableCollectionResolver.cs
index 0f3faf285..de645990e 100644
--- a/src/MessagePack/Resolvers/ImmutableCollectionResolver.cs
+++ b/src/MessagePack/Resolvers/ImmutableCollectionResolver.cs
@@ -2,6 +2,9 @@
 // Licensed under the MIT license. See LICENSE file in the project root for full license information.
 
 using System;
+#if NET8_0_OR_GREATER
+using System.Collections.Frozen;
+#endif
 using System.Collections.Generic;
 using System.Collections.Immutable;
 using System.Reflection;
@@ -52,6 +55,10 @@ internal static class ImmutableCollectionGetFormatterHelper
             { typeof(IImmutableQueue<>), typeof(InterfaceImmutableQueueFormatter<>) },
             { typeof(IImmutableSet<>), typeof(InterfaceImmutableSetFormatter<>) },
             { typeof(IImmutableStack<>), typeof(InterfaceImmutableStackFormatter<>) },
+#if NET8_0_OR_GREATER
+            { typeof(FrozenDictionary<,>), typeof(FrozenDictionaryFormatter<,>) },
+            { typeof(FrozenSet<>), typeof(FrozenSetFormatter<>) },
+#endif
         };
 
         internal static object? GetFormatter(Type t)
diff --git a/src/MessagePack/net8.0/PublicAPI.Unshipped.txt b/src/MessagePack/net8.0/PublicAPI.Unshipped.txt
index d7903ded6..c3c792ffc 100644
--- a/src/MessagePack/net8.0/PublicAPI.Unshipped.txt
+++ b/src/MessagePack/net8.0/PublicAPI.Unshipped.txt
@@ -26,6 +26,16 @@ MessagePack.Formatters.Vector3Formatter.Serialize(ref MessagePack.MessagePackWri
 MessagePack.Formatters.Vector4Formatter
 MessagePack.Formatters.Vector4Formatter.Deserialize(ref MessagePack.MessagePackReader reader, MessagePack.MessagePackSerializerOptions! options) -> System.Numerics.Vector4
 MessagePack.Formatters.Vector4Formatter.Serialize(ref MessagePack.MessagePackWriter writer, System.Numerics.Vector4 value, MessagePack.MessagePackSerializerOptions! options) -> void
+MessagePack.ImmutableCollection.FrozenDictionaryFormatter<TKey, TValue>
+MessagePack.ImmutableCollection.FrozenDictionaryFormatter<TKey, TValue>.FrozenDictionaryFormatter() -> void
+MessagePack.ImmutableCollection.FrozenDictionaryFormatter<TKey, TValue>.FrozenDictionaryFormatter(System.Collections.Generic.IEqualityComparer<TKey>? comparer) -> void
+MessagePack.ImmutableCollection.FrozenDictionaryFormatter<TKey, TValue>.Serialize(ref MessagePack.MessagePackWriter writer, System.Collections.Frozen.FrozenDictionary<TKey, TValue>? value, MessagePack.MessagePackSerializerOptions! options) -> void
+MessagePack.ImmutableCollection.FrozenDictionaryFormatter<TKey, TValue>.Deserialize(ref MessagePack.MessagePackReader reader, MessagePack.MessagePackSerializerOptions! options) -> System.Collections.Frozen.FrozenDictionary<TKey, TValue>?
+MessagePack.ImmutableCollection.FrozenSetFormatter<T>
+MessagePack.ImmutableCollection.FrozenSetFormatter<T>.FrozenSetFormatter() -> void
+MessagePack.ImmutableCollection.FrozenSetFormatter<T>.FrozenSetFormatter(System.Collections.Generic.IEqualityComparer<T>! comparer) -> void
+MessagePack.ImmutableCollection.FrozenSetFormatter<T>.Serialize(ref MessagePack.MessagePackWriter writer, System.Collections.Frozen.FrozenSet<T>? value, MessagePack.MessagePackSerializerOptions! options) -> void
+MessagePack.ImmutableCollection.FrozenSetFormatter<T>.Deserialize(ref MessagePack.MessagePackReader reader, MessagePack.MessagePackSerializerOptions! options) -> System.Collections.Frozen.FrozenSet<T>?
 MessagePack.MessagePackSerializerOptions.CompressionMinLength.get -> int
 MessagePack.MessagePackSerializerOptions.SuggestedContiguousMemorySize.get -> int
 MessagePack.MessagePackSerializerOptions.WithCompressionMinLength(int compressionMinLength) -> MessagePack.MessagePackSerializerOptions!
diff --git a/tests/MessagePack.Tests/ExtensionTests/FrozenCollectionTest.cs b/tests/MessagePack.Tests/ExtensionTests/FrozenCollectionTest.cs
new file mode 100644
index 000000000..b8a950a7e
--- /dev/null
+++ b/tests/MessagePack.Tests/ExtensionTests/FrozenCollectionTest.cs
@@ -0,0 +1,116 @@
+// Copyright (c) All contributors. All rights reserved.
+// Licensed under the MIT license. See LICENSE file in the project root for full license information.
+
+#if NET8_0_OR_GREATER
+#nullable enable
+
+using System;
+using System.Collections.Frozen;
+using System.Collections.Generic;
+using System.Runtime.InteropServices;
+using Xunit;
+
+namespace MessagePack.Tests.ExtensionTests
+{
+    public class FrozenCollectionTest
+    {
+        private T Convert<T>(T value)
+        {
+            MessagePackSerializerOptions options = MessagePackSerializerOptions.Standard;
+            return MessagePackSerializer.Deserialize<T>(MessagePackSerializer.Serialize(value, options), options);
+        }
+
+        [Fact]
+        public void EmptySet()
+        {
+            {
+                var empty = FrozenSet<int>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenSet<string>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenSet<ulong>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenSet<DateTime>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+        }
+
+        [Fact]
+        public void EmptyDictionary()
+        {
+            {
+                var empty = FrozenDictionary<string, int>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<string, string?>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<string, ulong>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<string, DateTime>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<int, int>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<int, string?>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<int, ulong>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+
+            {
+                var empty = FrozenDictionary<int, DateTime>.Empty;
+                Convert(empty).IsStructuralEqual(empty);
+            }
+        }
+
+        [Fact]
+        public void IntSet()
+        {
+            for (var i = 1; i < 11; i++)
+            {
+                var array = new int[1 << i];
+                Random.Shared.NextBytes(MemoryMarshal.AsBytes<int>(array));
+                var set = array.ToFrozenSet();
+                Convert(set).IsStructuralEqualIgnoreCollectionOrder(set);
+            }
+        }
+
+        [Fact]
+        public void IntDictionary()
+        {
+            for (var i = 1; i < 11; i++)
+            {
+                var array = new KeyValuePair<int, int>[1 << i];
+                Random.Shared.NextBytes(MemoryMarshal.AsBytes<KeyValuePair<int, int>>(array));
+                var dictionary = array.ToFrozenDictionary();
+                Convert(dictionary).IsStructuralEqualIgnoreCollectionOrder(dictionary);
+            }
+        }
+    }
+}
+#endif