Implement Similarity providers

36 files changed, 1830 insertions, 61 deletions

diff --git a/Emby.Server.Implementations/ApplicationHost.cs b/Emby.Server.Implementations/ApplicationHost.cs
index e8cab6ea8c..a2d94b193a 100644
--- a/Emby.Server.Implementations/ApplicationHost.cs
+++ b/Emby.Server.Implementations/ApplicationHost.cs
@@ -25,6 +25,7 @@ using Emby.Server.Implementations.Dto;
 using Emby.Server.Implementations.HttpServer.Security;
 using Emby.Server.Implementations.IO;
 using Emby.Server.Implementations.Library;
+using Emby.Server.Implementations.Library.SimilarItems;
 using Emby.Server.Implementations.Localization;
 using Emby.Server.Implementations.Playlists;
 using Emby.Server.Implementations.Plugins;
@@ -92,7 +93,11 @@ using MediaBrowser.Model.System;
 using MediaBrowser.Model.Tasks;
 using MediaBrowser.Providers.Lyric;
 using MediaBrowser.Providers.Manager;
+using MediaBrowser.Providers.Plugins.ListenBrainz;
+using MediaBrowser.Providers.Plugins.ListenBrainz.Api;
 using MediaBrowser.Providers.Plugins.Tmdb;
+using MediaBrowser.Providers.Plugins.Tmdb.Movies;
+using MediaBrowser.Providers.Plugins.Tmdb.TV;
 using MediaBrowser.Providers.Subtitles;
 using MediaBrowser.XbmcMetadata.Providers;
 using Microsoft.AspNetCore.Http;
@@ -485,6 +490,11 @@ namespace Emby.Server.Implementations
             serviceCollection.AddScoped<ISystemManager, SystemManager>();
 
             serviceCollection.AddSingleton<TmdbClientManager>();
+            serviceCollection.AddSingleton<TmdbMovieSimilarProvider>();
+            serviceCollection.AddSingleton<TmdbSeriesSimilarProvider>();
+
+            serviceCollection.AddSingleton<ListenBrainzLabsClient>();
+            serviceCollection.AddSingleton<ListenBrainzSimilarArtistProvider>();
 
             serviceCollection.AddSingleton(NetManager);
 
@@ -537,6 +547,8 @@ namespace Emby.Server.Implementations
 
             serviceCollection.AddSingleton<ILibraryMonitor, LibraryMonitor>();
 
+            serviceCollection.AddSingleton<ISimilarItemsManager, SimilarItemsManager>();
+
             serviceCollection.AddSingleton<ISearchEngine, SearchEngine>();
 
             serviceCollection.AddSingleton<IWebSocketManager, WebSocketManager>();
@@ -694,6 +706,8 @@ namespace Emby.Server.Implementations
                 GetExports<IExternalUrlProvider>());
 
             Resolve<IMediaSourceManager>().AddParts(GetExports<IMediaSourceProvider>());
+
+            Resolve<ISimilarItemsManager>().AddParts(GetExports<ISimilarItemsProvider>());
         }
 
         /// <summary>
diff --git a/Emby.Server.Implementations/Library/SimilarItems/AudioSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/AudioSimilarItemsProvider.cs
new file mode 100644
index 0000000000..1cc670b8ee
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/AudioSimilarItemsProvider.cs
@@ -0,0 +1,55 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Enums;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Entities.Audio;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Provides similar items for audio tracks.
+/// </summary>
+public class AudioSimilarItemsProvider : ILocalSimilarItemsProvider<Audio>
+{
+    private readonly ILibraryManager _libraryManager;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="AudioSimilarItemsProvider"/> class.
+    /// </summary>
+    /// <param name="libraryManager">The library manager.</param>
+    public AudioSimilarItemsProvider(ILibraryManager libraryManager)
+    {
+        _libraryManager = libraryManager;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "Local Genre/Tag";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(Audio item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        var internalQuery = new InternalItemsQuery(query.User)
+        {
+            Genres = item.Genres,
+            Tags = item.Tags,
+            Limit = query.Limit,
+            DtoOptions = query.DtoOptions ?? new DtoOptions(),
+            ExcludeItemIds = [.. query.ExcludeItemIds],
+            ExcludeArtistIds = [.. query.ExcludeArtistIds],
+            IncludeItemTypes = [BaseItemKind.Audio],
+            EnableGroupByMetadataKey = false,
+            EnableTotalRecordCount = true,
+            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
+        };
+
+        return Task.FromResult(_libraryManager.GetItemList(internalQuery));
+    }
+}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/LiveTvProgramSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/LiveTvProgramSimilarItemsProvider.cs
new file mode 100644
index 0000000000..7665ee2f79
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/LiveTvProgramSimilarItemsProvider.cs
@@ -0,0 +1,94 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Enums;
+using MediaBrowser.Controller.Configuration;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Controller.LiveTv;
+using MediaBrowser.Model.Configuration;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Provides similar items for Live TV programs.
+/// </summary>
+public class LiveTvProgramSimilarItemsProvider : ILocalSimilarItemsProvider<LiveTvProgram>
+{
+    private readonly ILibraryManager _libraryManager;
+    private readonly IServerConfigurationManager _serverConfigurationManager;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="LiveTvProgramSimilarItemsProvider"/> class.
+    /// </summary>
+    /// <param name="libraryManager">The library manager.</param>
+    /// <param name="serverConfigurationManager">The server configuration manager.</param>
+    public LiveTvProgramSimilarItemsProvider(
+        ILibraryManager libraryManager,
+        IServerConfigurationManager serverConfigurationManager)
+    {
+        _libraryManager = libraryManager;
+        _serverConfigurationManager = serverConfigurationManager;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "Local Genre/Tag";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(LiveTvProgram item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        BaseItemKind[] includeItemTypes;
+        bool enableGroupByMetadataKey;
+        bool enableTotalRecordCount;
+
+        if (item.IsMovie)
+        {
+            // Movie-like program
+            var itemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
+
+            if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
+            {
+                itemTypes.Add(BaseItemKind.Trailer);
+                itemTypes.Add(BaseItemKind.LiveTvProgram);
+            }
+
+            includeItemTypes = [.. itemTypes];
+            enableGroupByMetadataKey = true;
+            enableTotalRecordCount = false;
+        }
+        else if (item.IsSeries)
+        {
+            // Series-like program
+            includeItemTypes = [BaseItemKind.Series];
+            enableGroupByMetadataKey = false;
+            enableTotalRecordCount = true;
+        }
+        else
+        {
+            // Default - match same type
+            includeItemTypes = [item.GetBaseItemKind()];
+            enableGroupByMetadataKey = false;
+            enableTotalRecordCount = true;
+        }
+
+        var internalQuery = new InternalItemsQuery(query.User)
+        {
+            Genres = item.Genres,
+            Tags = item.Tags,
+            Limit = query.Limit,
+            DtoOptions = query.DtoOptions ?? new DtoOptions(),
+            ExcludeItemIds = [.. query.ExcludeItemIds],
+            IncludeItemTypes = includeItemTypes,
+            EnableGroupByMetadataKey = enableGroupByMetadataKey,
+            EnableTotalRecordCount = enableTotalRecordCount,
+            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
+        };
+
+        return Task.FromResult(_libraryManager.GetItemList(internalQuery));
+    }
+}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs
new file mode 100644
index 0000000000..f9547c2c38
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/MovieSimilarItemsProvider.cs
@@ -0,0 +1,79 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Enums;
+using MediaBrowser.Controller.Configuration;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Entities.Movies;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Provides similar items for movies and trailers.
+/// </summary>
+public class MovieSimilarItemsProvider : ILocalSimilarItemsProvider<Movie>, ILocalSimilarItemsProvider<Trailer>
+{
+    private readonly ILibraryManager _libraryManager;
+    private readonly IServerConfigurationManager _serverConfigurationManager;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="MovieSimilarItemsProvider"/> class.
+    /// </summary>
+    /// <param name="libraryManager">The library manager.</param>
+    /// <param name="serverConfigurationManager">The server configuration manager.</param>
+    public MovieSimilarItemsProvider(
+        ILibraryManager libraryManager,
+        IServerConfigurationManager serverConfigurationManager)
+    {
+        _libraryManager = libraryManager;
+        _serverConfigurationManager = serverConfigurationManager;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "Local Genre/Tag";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(Movie item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        return Task.FromResult(GetSimilarMovieItems(item, query));
+    }
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(Trailer item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        return Task.FromResult(GetSimilarMovieItems(item, query));
+    }
+
+    private IReadOnlyList<BaseItem> GetSimilarMovieItems(BaseItem item, SimilarItemsQuery query)
+    {
+        var includeItemTypes = new List<BaseItemKind> { BaseItemKind.Movie };
+
+        if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
+        {
+            includeItemTypes.Add(BaseItemKind.Trailer);
+            includeItemTypes.Add(BaseItemKind.LiveTvProgram);
+        }
+
+        var internalQuery = new InternalItemsQuery(query.User)
+        {
+            Genres = item.Genres,
+            Tags = item.Tags,
+            Limit = query.Limit,
+            DtoOptions = query.DtoOptions ?? new DtoOptions(),
+            ExcludeItemIds = [.. query.ExcludeItemIds],
+            IncludeItemTypes = [.. includeItemTypes],
+            EnableGroupByMetadataKey = true,
+            EnableTotalRecordCount = false,
+            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
+        };
+
+        return _libraryManager.GetItemList(internalQuery);
+    }
+}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/MusicAlbumSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/MusicAlbumSimilarItemsProvider.cs
new file mode 100644
index 0000000000..c13045deda
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/MusicAlbumSimilarItemsProvider.cs
@@ -0,0 +1,55 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Enums;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Entities.Audio;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Provides similar items for music albums.
+/// </summary>
+public class MusicAlbumSimilarItemsProvider : ILocalSimilarItemsProvider<MusicAlbum>
+{
+    private readonly ILibraryManager _libraryManager;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="MusicAlbumSimilarItemsProvider"/> class.
+    /// </summary>
+    /// <param name="libraryManager">The library manager.</param>
+    public MusicAlbumSimilarItemsProvider(ILibraryManager libraryManager)
+    {
+        _libraryManager = libraryManager;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "Local Genre/Tag";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(MusicAlbum item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        var internalQuery = new InternalItemsQuery(query.User)
+        {
+            Genres = item.Genres,
+            Tags = item.Tags,
+            Limit = query.Limit,
+            DtoOptions = query.DtoOptions ?? new DtoOptions(),
+            ExcludeItemIds = [.. query.ExcludeItemIds],
+            ExcludeArtistIds = [.. query.ExcludeArtistIds],
+            IncludeItemTypes = [BaseItemKind.MusicAlbum],
+            EnableGroupByMetadataKey = false,
+            EnableTotalRecordCount = true,
+            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
+        };
+
+        return Task.FromResult(_libraryManager.GetItemList(internalQuery));
+    }
+}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/MusicArtistSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/MusicArtistSimilarItemsProvider.cs
new file mode 100644
index 0000000000..3331419442
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/MusicArtistSimilarItemsProvider.cs
@@ -0,0 +1,55 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Enums;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Entities.Audio;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Provides similar items for music artists.
+/// </summary>
+public class MusicArtistSimilarItemsProvider : ILocalSimilarItemsProvider<MusicArtist>
+{
+    private readonly ILibraryManager _libraryManager;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="MusicArtistSimilarItemsProvider"/> class.
+    /// </summary>
+    /// <param name="libraryManager">The library manager.</param>
+    public MusicArtistSimilarItemsProvider(ILibraryManager libraryManager)
+    {
+        _libraryManager = libraryManager;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "Local Genre/Tag";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(MusicArtist item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        var internalQuery = new InternalItemsQuery(query.User)
+        {
+            Genres = item.Genres,
+            Tags = item.Tags,
+            Limit = query.Limit,
+            DtoOptions = query.DtoOptions ?? new DtoOptions(),
+            ExcludeItemIds = [.. query.ExcludeItemIds],
+            ExcludeArtistIds = [.. query.ExcludeArtistIds],
+            IncludeItemTypes = [BaseItemKind.MusicArtist],
+            EnableGroupByMetadataKey = false,
+            EnableTotalRecordCount = true,
+            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
+        };
+
+        return Task.FromResult(_libraryManager.GetItemList(internalQuery));
+    }
+}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/SeriesSimilarItemsProvider.cs b/Emby.Server.Implementations/Library/SimilarItems/SeriesSimilarItemsProvider.cs
new file mode 100644
index 0000000000..0366fb752e
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/SeriesSimilarItemsProvider.cs
@@ -0,0 +1,54 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Enums;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Entities.TV;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Provides similar items for TV series.
+/// </summary>
+public class SeriesSimilarItemsProvider : ILocalSimilarItemsProvider<Series>
+{
+    private readonly ILibraryManager _libraryManager;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="SeriesSimilarItemsProvider"/> class.
+    /// </summary>
+    /// <param name="libraryManager">The library manager.</param>
+    public SeriesSimilarItemsProvider(ILibraryManager libraryManager)
+    {
+        _libraryManager = libraryManager;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "Local Genre/Tag";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.LocalSimilarityProvider;
+
+    /// <inheritdoc/>
+    public Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(Series item, SimilarItemsQuery query, CancellationToken cancellationToken)
+    {
+        var internalQuery = new InternalItemsQuery(query.User)
+        {
+            Genres = item.Genres,
+            Tags = item.Tags,
+            Limit = query.Limit,
+            DtoOptions = query.DtoOptions ?? new DtoOptions(),
+            ExcludeItemIds = [.. query.ExcludeItemIds],
+            IncludeItemTypes = [BaseItemKind.Series],
+            EnableGroupByMetadataKey = false,
+            EnableTotalRecordCount = true,
+            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
+        };
+
+        return Task.FromResult(_libraryManager.GetItemList(internalQuery));
+    }
+}
diff --git a/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs b/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs
new file mode 100644
index 0000000000..ddafed3d67
--- /dev/null
+++ b/Emby.Server.Implementations/Library/SimilarItems/SimilarItemsManager.cs
@@ -0,0 +1,423 @@
+using System;
+using System.Collections.Concurrent;
+using System.Collections.Generic;
+using System.Globalization;
+using System.IO;
+using System.Linq;
+using System.Reflection;
+using System.Text.Json;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Data.Enums;
+using Jellyfin.Database.Implementations.Entities;
+using Jellyfin.Extensions.Json;
+using MediaBrowser.Controller;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+using MediaBrowser.Model.Entities;
+using MediaBrowser.Model.IO;
+using MediaBrowser.Model.Querying;
+using Microsoft.Extensions.Logging;
+
+namespace Emby.Server.Implementations.Library.SimilarItems;
+
+/// <summary>
+/// Manages similar items providers and orchestrates similar items operations.
+/// </summary>
+public class SimilarItemsManager : ISimilarItemsManager
+{
+    private static readonly ConcurrentDictionary<Type, MethodInfo> _genericMethodCache = new();
+    private static readonly MethodInfo _getSimilarItemsInternalMethod = typeof(SimilarItemsManager)
+        .GetMethod(nameof(GetSimilarItemsInternalAsync), BindingFlags.NonPublic | BindingFlags.Instance)!;
+
+    private readonly ILogger<SimilarItemsManager> _logger;
+    private readonly IServerApplicationPaths _appPaths;
+    private readonly ILibraryManager _libraryManager;
+    private readonly IFileSystem _fileSystem;
+    private ISimilarItemsProvider[] _similarItemsProviders = [];
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="SimilarItemsManager"/> class.
+    /// </summary>
+    /// <param name="logger">The logger.</param>
+    /// <param name="appPaths">The server application paths.</param>
+    /// <param name="libraryManager">The library manager.</param>
+    /// <param name="fileSystem">The file system.</param>
+    public SimilarItemsManager(
+        ILogger<SimilarItemsManager> logger,
+        IServerApplicationPaths appPaths,
+        ILibraryManager libraryManager,
+        IFileSystem fileSystem)
+    {
+        _logger = logger;
+        _appPaths = appPaths;
+        _libraryManager = libraryManager;
+        _fileSystem = fileSystem;
+    }
+
+    /// <inheritdoc/>
+    public void AddParts(IEnumerable<ISimilarItemsProvider> providers)
+    {
+        _similarItemsProviders = providers.ToArray();
+    }
+
+    /// <inheritdoc/>
+    public IReadOnlyList<ISimilarItemsProvider> GetSimilarItemsProviders<T>()
+        where T : BaseItem
+    {
+        return _similarItemsProviders
+            .OfType<ILocalSimilarItemsProvider<T>>()
+            .Cast<ISimilarItemsProvider>()
+            .Concat(_similarItemsProviders.OfType<IRemoteSimilarItemsProvider<T>>())
+            .ToList();
+    }
+
+    /// <inheritdoc/>
+    public async Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(
+        BaseItem item,
+        IReadOnlyList<Guid> excludeArtistIds,
+        User? user,
+        DtoOptions dtoOptions,
+        int? limit,
+        LibraryOptions? libraryOptions,
+        CancellationToken cancellationToken)
+    {
+        ArgumentNullException.ThrowIfNull(item);
+        ArgumentNullException.ThrowIfNull(excludeArtistIds);
+
+        var itemType = item.GetType();
+        var method = _genericMethodCache.GetOrAdd(itemType, static type => _getSimilarItemsInternalMethod.MakeGenericMethod(type));
+
+        var task = (Task<IReadOnlyList<BaseItem>>)method.Invoke(this, [item, excludeArtistIds, user, dtoOptions, limit, libraryOptions, cancellationToken])!;
+        return await task.ConfigureAwait(false);
+    }
+
+    private async Task<IReadOnlyList<BaseItem>> GetSimilarItemsInternalAsync<T>(
+        T item,
+        IReadOnlyList<Guid> excludeArtistIds,
+        User? user,
+        DtoOptions dtoOptions,
+        int? limit,
+        LibraryOptions? libraryOptions,
+        CancellationToken cancellationToken)
+        where T : BaseItem
+    {
+        var requestedLimit = limit ?? 50;
+        var itemKind = item.GetBaseItemKind();
+
+        // Ensure ProviderIds is included in DtoOptions for matching remote provider responses
+        if (!dtoOptions.Fields.Contains(ItemFields.ProviderIds))
+        {
+            dtoOptions.Fields = dtoOptions.Fields.Concat([ItemFields.ProviderIds]).ToArray();
+        }
+
+        // Local providers are always enabled. Remote providers must be explicitly enabled.
+        var localProviders = _similarItemsProviders.OfType<ILocalSimilarItemsProvider<T>>().Cast<ISimilarItemsProvider>().ToList();
+        var remoteProviders = _similarItemsProviders.OfType<IRemoteSimilarItemsProvider<T>>().Cast<ISimilarItemsProvider>();
+        var matchingProviders = new List<ISimilarItemsProvider>(localProviders);
+
+        var typeOptions = libraryOptions?.GetTypeOptions(typeof(T).Name);
+        if (typeOptions?.SimilarItemProviders?.Length > 0)
+        {
+            matchingProviders.AddRange(remoteProviders
+                .Where(p => typeOptions.SimilarItemProviders.Contains(p.Name, StringComparer.OrdinalIgnoreCase)));
+        }
+
+        var orderConfig = typeOptions?.SimilarItemProviderOrder is { Length: > 0 } order
+            ? order
+            : typeOptions?.SimilarItemProviders;
+        var orderedProviders = matchingProviders
+            .OrderBy(p => GetConfiguredSimilarProviderOrder(orderConfig, p.Name))
+            .ToList();
+
+        var allResults = new List<(BaseItem Item, float Score)>();
+        var excludeIds = new HashSet<Guid> { item.Id };
+        foreach (var (providerOrder, provider) in orderedProviders.Index())
+        {
+            if (allResults.Count >= requestedLimit || cancellationToken.IsCancellationRequested)
+            {
+                break;
+            }
+
+            try
+            {
+                if (provider is ILocalSimilarItemsProvider<T> localProvider)
+                {
+                    var query = new SimilarItemsQuery
+                    {
+                        User = user,
+                        Limit = requestedLimit - allResults.Count,
+                        DtoOptions = dtoOptions,
+                        ExcludeItemIds = [.. excludeIds],
+                        ExcludeArtistIds = excludeArtistIds
+                    };
+
+                    var items = await localProvider.GetSimilarItemsAsync(item, query, cancellationToken).ConfigureAwait(false);
+
+                    foreach (var (position, resultItem) in items.Index())
+                    {
+                        if (excludeIds.Add(resultItem.Id))
+                        {
+                            var score = CalculateScore(null, providerOrder, position);
+                            allResults.Add((resultItem, score));
+                        }
+                    }
+                }
+                else if (provider is IRemoteSimilarItemsProvider<T> remoteProvider)
+                {
+                    var cachePath = GetSimilarItemsCachePath(provider.Name, typeof(T).Name, item.Id);
+
+                    var cachedReferences = await TryReadSimilarItemsCacheAsync(cachePath, cancellationToken).ConfigureAwait(false);
+                    if (cachedReferences is not null)
+                    {
+                        var resolvedItems = ResolveRemoteReferences(cachedReferences, providerOrder, user, dtoOptions, itemKind, excludeIds);
+                        allResults.AddRange(resolvedItems);
+                        continue;
+                    }
+
+                    var query = new SimilarItemsQuery
+                    {
+                        User = user,
+                        Limit = requestedLimit - allResults.Count,
+                        DtoOptions = dtoOptions,
+                        ExcludeItemIds = [.. excludeIds],
+                        ExcludeArtistIds = excludeArtistIds
+                    };
+
+                    // Collect references in batches and resolve against local library.
+                    // Stop fetching once we have enough resolved local items.
+                    const int BatchSize = 20;
+                    var remaining = requestedLimit - allResults.Count;
+                    var collectedReferences = new List<SimilarItemReference>();
+                    var pendingBatch = new List<SimilarItemReference>();
+
+                    await foreach (var reference in remoteProvider.GetSimilarItemsAsync(item, query, cancellationToken).ConfigureAwait(false))
+                    {
+                        collectedReferences.Add(reference);
+                        pendingBatch.Add(reference);
+
+                        if (pendingBatch.Count >= BatchSize)
+                        {
+                            var resolvedItems = ResolveRemoteReferences(pendingBatch, providerOrder, user, dtoOptions, itemKind, excludeIds);
+                            allResults.AddRange(resolvedItems);
+                            remaining -= resolvedItems.Count;
+                            pendingBatch.Clear();
+
+                            if (remaining <= 0)
+                            {
+                                break;
+                            }
+                        }
+                    }
+
+                    // Resolve any remaining references in the last partial batch
+                    if (pendingBatch.Count > 0)
+                    {
+                        var resolvedItems = ResolveRemoteReferences(pendingBatch, providerOrder, user, dtoOptions, itemKind, excludeIds);
+                        allResults.AddRange(resolvedItems);
+                    }
+
+                    if (collectedReferences.Count > 0 && provider.CacheDuration is not null)
+                    {
+                        await SaveSimilarItemsCacheAsync(cachePath, collectedReferences, provider.CacheDuration.Value, cancellationToken).ConfigureAwait(false);
+                    }
+                }
+            }
+            catch (OperationCanceledException)
+            {
+                break;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogWarning(ex, "Similar items provider {ProviderName} failed for item {ItemId}", provider.Name, item.Id);
+            }
+        }
+
+        return allResults
+            .OrderByDescending(x => x.Score)
+            .Select(x => x.Item)
+            .Take(requestedLimit)
+            .ToList();
+    }
+
+    private List<(BaseItem Item, float Score)> ResolveRemoteReferences(
+        IReadOnlyList<SimilarItemReference> references,
+        int providerOrder,
+        User? user,
+        DtoOptions dtoOptions,
+        BaseItemKind itemKind,
+        HashSet<Guid> excludeIds)
+    {
+        if (references.Count == 0)
+        {
+            return [];
+        }
+
+        var resolvedById = new Dictionary<Guid, (BaseItem Item, float Score)>();
+        var providerLookup = new Dictionary<(string ProviderName, string ProviderId), (float? Score, int Position)>(StringTupleComparer.Instance);
+
+        foreach (var (position, match) in references.Index())
+        {
+            var lookupKey = (match.ProviderName, match.ProviderId);
+            if (!providerLookup.TryGetValue(lookupKey, out var existing))
+            {
+                providerLookup[lookupKey] = (match.Score, position);
+            }
+            else if (match.Score > existing.Score || (match.Score == existing.Score && position < existing.Position))
+            {
+                providerLookup[lookupKey] = (match.Score, position);
+            }
+        }
+
+        var allProviderIds = providerLookup
+            .GroupBy(kvp => kvp.Key.ProviderName)
+            .ToDictionary(g => g.Key, g => g.Select(x => x.Key.ProviderId).ToArray());
+
+        var query = new InternalItemsQuery(user)
+        {
+            HasAnyProviderIds = allProviderIds,
+            IncludeItemTypes = [itemKind],
+            DtoOptions = dtoOptions
+        };
+
+        var items = _libraryManager.GetItemList(query);
+
+        foreach (var item in items)
+        {
+            if (excludeIds.Contains(item.Id) || resolvedById.ContainsKey(item.Id))
+            {
+                continue;
+            }
+
+            foreach (var providerName in allProviderIds.Keys)
+            {
+                if (item.TryGetProviderId(providerName, out var itemProviderId) && providerLookup.TryGetValue((providerName, itemProviderId), out var matchInfo))
+                {
+                    var score = CalculateScore(matchInfo.Score, providerOrder, matchInfo.Position);
+                    if (!resolvedById.TryGetValue(item.Id, out var existing) || existing.Score < score)
+                    {
+                        excludeIds.Add(item.Id);
+                        resolvedById[item.Id] = (item, score);
+                    }
+
+                    break;
+                }
+            }
+        }
+
+        return [.. resolvedById.Values];
+    }
+
+    private static float CalculateScore(float? matchScore, int providerOrder, int position)
+    {
+        // Use provider-supplied score if available, otherwise derive from position
+        var baseScore = matchScore ?? (1.0f - (position * 0.02f));
+
+        // Apply small boost based on provider order (higher priority providers get small bonus)
+        var priorityBoost = Math.Max(0, 10 - providerOrder) * 0.005f;
+
+        return Math.Clamp(baseScore + priorityBoost, 0f, 1f);
+    }
+
+    private static int GetConfiguredSimilarProviderOrder(string[]? orderConfig, string providerName)
+    {
+        if (orderConfig is null || orderConfig.Length == 0)
+        {
+            return int.MaxValue;
+        }
+
+        var index = Array.FindIndex(orderConfig, name => string.Equals(name, providerName, StringComparison.OrdinalIgnoreCase));
+        return index >= 0 ? index : int.MaxValue;
+    }
+
+    private string GetSimilarItemsCachePath(string providerName, string baseItemType, Guid itemId)
+    {
+        var dataPath = Path.Combine(
+            _appPaths.CachePath,
+            $"{providerName.ToLowerInvariant()}-similar-{baseItemType.ToLowerInvariant()}");
+        return Path.Combine(dataPath, $"{itemId.ToString("N", CultureInfo.InvariantCulture)}.json");
+    }
+
+    private async Task<List<SimilarItemReference>?> TryReadSimilarItemsCacheAsync(string cachePath, CancellationToken cancellationToken)
+    {
+        var fileInfo = _fileSystem.GetFileSystemInfo(cachePath);
+        if (!fileInfo.Exists || fileInfo.Length == 0)
+        {
+            return null;
+        }
+
+        try
+        {
+            var stream = File.OpenRead(cachePath);
+            await using (stream.ConfigureAwait(false))
+            {
+                var cache = await JsonSerializer.DeserializeAsync<SimilarItemsCache>(stream, JsonDefaults.Options, cancellationToken).ConfigureAwait(false);
+                if (cache?.References is not null && DateTime.UtcNow < cache.ExpiresAt)
+                {
+                    return cache.References;
+                }
+            }
+        }
+        catch (IOException ex)
+        {
+            _logger.LogWarning(ex, "Failed to read similar items cache from {CachePath}", cachePath);
+        }
+        catch (JsonException ex)
+        {
+            _logger.LogWarning(ex, "Failed to parse similar items cache from {CachePath}", cachePath);
+        }
+
+        return null;
+    }
+
+    private async Task SaveSimilarItemsCacheAsync(string cachePath, List<SimilarItemReference> references, TimeSpan cacheDuration, CancellationToken cancellationToken)
+    {
+        try
+        {
+            var directory = Path.GetDirectoryName(cachePath);
+            if (!string.IsNullOrEmpty(directory))
+            {
+                Directory.CreateDirectory(directory);
+            }
+
+            var cache = new SimilarItemsCache
+            {
+                References = references,
+                ExpiresAt = DateTime.UtcNow.Add(cacheDuration)
+            };
+
+            var stream = File.Create(cachePath);
+            await using (stream.ConfigureAwait(false))
+            {
+                await JsonSerializer.SerializeAsync(stream, cache, JsonDefaults.Options, cancellationToken).ConfigureAwait(false);
+            }
+        }
+        catch (IOException ex)
+        {
+            _logger.LogWarning(ex, "Failed to save similar items cache to {CachePath}", cachePath);
+        }
+    }
+
+    private sealed class SimilarItemsCache
+    {
+        public List<SimilarItemReference>? References { get; set; }
+
+        public DateTime ExpiresAt { get; set; }
+    }
+
+    private sealed class StringTupleComparer : IEqualityComparer<(string Key, string Value)>
+    {
+        public static readonly StringTupleComparer Instance = new();
+
+        public bool Equals((string Key, string Value) x, (string Key, string Value) y)
+            => string.Equals(x.Key, y.Key, StringComparison.OrdinalIgnoreCase) &&
+               string.Equals(x.Value, y.Value, StringComparison.OrdinalIgnoreCase);
+
+        public int GetHashCode((string Key, string Value) obj)
+            => HashCode.Combine(
+                StringComparer.OrdinalIgnoreCase.GetHashCode(obj.Key),
+                StringComparer.OrdinalIgnoreCase.GetHashCode(obj.Value));
+    }
+}
diff --git a/Jellyfin.Api/Controllers/LibraryController.cs b/Jellyfin.Api/Controllers/LibraryController.cs
index 69c17f2486..7c2db5cbb5 100644
--- a/Jellyfin.Api/Controllers/LibraryController.cs
+++ b/Jellyfin.Api/Controllers/LibraryController.cs
@@ -47,6 +47,7 @@ namespace Jellyfin.Api.Controllers;
 public class LibraryController : BaseJellyfinApiController
 {
     private readonly IProviderManager _providerManager;
+    private readonly ISimilarItemsManager _similarItemsManager;
     private readonly ILibraryManager _libraryManager;
     private readonly IUserManager _userManager;
     private readonly IDtoService _dtoService;
@@ -60,6 +61,7 @@ public class LibraryController : BaseJellyfinApiController
     /// Initializes a new instance of the <see cref="LibraryController"/> class.
     /// </summary>
     /// <param name="providerManager">Instance of the <see cref="IProviderManager"/> interface.</param>
+    /// <param name="similarItemsManager">Instance of the <see cref="ISimilarItemsManager"/> interface.</param>
     /// <param name="libraryManager">Instance of the <see cref="ILibraryManager"/> interface.</param>
     /// <param name="userManager">Instance of the <see cref="IUserManager"/> interface.</param>
     /// <param name="dtoService">Instance of the <see cref="IDtoService"/> interface.</param>
@@ -70,6 +72,7 @@ public class LibraryController : BaseJellyfinApiController
     /// <param name="serverConfigurationManager">Instance of the <see cref="IServerConfigurationManager"/> interface.</param>
     public LibraryController(
         IProviderManager providerManager,
+        ISimilarItemsManager similarItemsManager,
         ILibraryManager libraryManager,
         IUserManager userManager,
         IDtoService dtoService,
@@ -80,6 +83,7 @@ public class LibraryController : BaseJellyfinApiController
         IServerConfigurationManager serverConfigurationManager)
     {
         _providerManager = providerManager;
+        _similarItemsManager = similarItemsManager;
         _libraryManager = libraryManager;
         _userManager = userManager;
         _dtoService = dtoService;
@@ -708,6 +712,7 @@ public class LibraryController : BaseJellyfinApiController
     /// <param name="userId">Optional. Filter by user id, and attach user data.</param>
     /// <param name="limit">Optional. The maximum number of records to return.</param>
     /// <param name="fields">Optional. Specify additional fields of information to return in the output. This allows multiple, comma delimited. Options: Budget, Chapters, DateCreated, Genres, HomePageUrl, IndexOptions, MediaStreams, Overview, ParentId, Path, People, ProviderIds, PrimaryImageAspectRatio, Revenue, SortName, Studios, Taglines, TrailerUrls.</param>
+    /// <param name="cancellationToken">The cancellation token.</param>
     /// <response code="200">Similar items returned.</response>
     /// <returns>A <see cref="QueryResult{BaseItemDto}"/> containing the similar items.</returns>
     [HttpGet("Artists/{itemId}/Similar", Name = "GetSimilarArtists")]
@@ -718,12 +723,13 @@ public class LibraryController : BaseJellyfinApiController
     [HttpGet("Trailers/{itemId}/Similar", Name = "GetSimilarTrailers")]
     [Authorize]
     [ProducesResponseType(StatusCodes.Status200OK)]
-    public ActionResult<QueryResult<BaseItemDto>> GetSimilarItems(
+    public async Task<ActionResult<QueryResult<BaseItemDto>>> GetSimilarItems(
         [FromRoute, Required] Guid itemId,
         [FromQuery, ModelBinder(typeof(CommaDelimitedCollectionModelBinder))] Guid[] excludeArtistIds,
         [FromQuery] Guid? userId,
         [FromQuery] int? limit,
-        [FromQuery, ModelBinder(typeof(CommaDelimitedCollectionModelBinder))] ItemFields[] fields)
+        [FromQuery, ModelBinder(typeof(CommaDelimitedCollectionModelBinder))] ItemFields[] fields,
+        CancellationToken cancellationToken)
     {
         userId = RequestHelpers.GetUserId(User, userId);
         var user = userId.IsNullOrEmpty()
@@ -746,57 +752,22 @@ public class LibraryController : BaseJellyfinApiController
 
         var dtoOptions = new DtoOptions { Fields = fields };
 
-        var program = item as IHasProgramAttributes;
-        bool? isMovie = item is Movie || (program is not null && program.IsMovie) || item is Trailer;
-        bool? isSeries = item is Series || (program is not null && program.IsSeries);
+        // Get library options for provider configuration
+        var libraryOptions = _libraryManager.GetLibraryOptions(item);
 
-        var includeItemTypes = new List<BaseItemKind>();
-        if (isMovie.Value)
-        {
-            includeItemTypes.Add(BaseItemKind.Movie);
-            if (_serverConfigurationManager.Configuration.EnableExternalContentInSuggestions)
-            {
-                includeItemTypes.Add(BaseItemKind.Trailer);
-                includeItemTypes.Add(BaseItemKind.LiveTvProgram);
-            }
-        }
-        else if (isSeries.Value)
-        {
-            includeItemTypes.Add(BaseItemKind.Series);
-        }
-        else
-        {
-            // For non series and movie types these columns are typically null
-            // isSeries = null;
-            isMovie = null;
-            includeItemTypes.Add(item.GetBaseItemKind());
-        }
-
-        var query = new InternalItemsQuery(user)
-        {
-            Genres = item.Genres,
-            Tags = item.Tags,
-            Limit = limit,
-            IncludeItemTypes = includeItemTypes.ToArray(),
-            DtoOptions = dtoOptions,
-            EnableTotalRecordCount = !isMovie ?? true,
-            EnableGroupByMetadataKey = isMovie ?? false,
-            ExcludeItemIds = [itemId],
-            OrderBy = [(ItemSortBy.Random, SortOrder.Ascending)]
-        };
-
-        // ExcludeArtistIds
-        if (excludeArtistIds.Length != 0)
-        {
-            query.ExcludeArtistIds = excludeArtistIds;
-        }
-
-        var itemsResult = _libraryManager.GetItemList(query);
+        var itemsResult = await _similarItemsManager.GetSimilarItemsAsync(
+            item,
+            excludeArtistIds,
+            user,
+            dtoOptions,
+            limit,
+            libraryOptions,
+            cancellationToken).ConfigureAwait(false);
 
         var returnList = _dtoService.GetBaseItemDtos(itemsResult, dtoOptions, user);
 
         return new QueryResult<BaseItemDto>(
-            query.StartIndex,
+            0,
             itemsResult.Count,
             returnList);
     }
@@ -907,6 +878,17 @@ public class LibraryController : BaseJellyfinApiController
                     .DistinctBy(i => i.Name, StringComparer.OrdinalIgnoreCase)
                     .ToArray(),
 
+                SimilarItemProviders = plugins
+                    .Where(i => string.Equals(i.ItemType, type, StringComparison.OrdinalIgnoreCase))
+                    .SelectMany(i => i.Plugins.Where(p => p.Type == MetadataPluginType.LocalSimilarityProvider || p.Type == MetadataPluginType.SimilarityProvider))
+                    .Select(i => new LibraryOptionInfoDto
+                    {
+                        Name = i.Name,
+                        DefaultEnabled = i.Type == MetadataPluginType.LocalSimilarityProvider
+                    })
+                    .DistinctBy(i => i.Name, StringComparer.OrdinalIgnoreCase)
+                    .ToArray(),
+
                 SupportedImageTypes = plugins
                     .Where(i => string.Equals(i.ItemType, type, StringComparison.OrdinalIgnoreCase))
                     .SelectMany(i => i.SupportedImageTypes ?? Array.Empty<ImageType>())
diff --git a/Jellyfin.Api/Models/LibraryDtos/LibraryTypeOptionsDto.cs b/Jellyfin.Api/Models/LibraryDtos/LibraryTypeOptionsDto.cs
index f76c4a9678..98da6c8f44 100644
--- a/Jellyfin.Api/Models/LibraryDtos/LibraryTypeOptionsDto.cs
+++ b/Jellyfin.Api/Models/LibraryDtos/LibraryTypeOptionsDto.cs
@@ -1,4 +1,3 @@
-using System;
 using System.Collections.Generic;
 using MediaBrowser.Model.Configuration;
 using MediaBrowser.Model.Entities;
@@ -18,20 +17,25 @@ public class LibraryTypeOptionsDto
     /// <summary>
     /// Gets or sets the metadata fetchers.
     /// </summary>
-    public IReadOnlyList<LibraryOptionInfoDto> MetadataFetchers { get; set; } = Array.Empty<LibraryOptionInfoDto>();
+    public IReadOnlyList<LibraryOptionInfoDto> MetadataFetchers { get; set; } = [];
 
     /// <summary>
     /// Gets or sets the image fetchers.
     /// </summary>
-    public IReadOnlyList<LibraryOptionInfoDto> ImageFetchers { get; set; } = Array.Empty<LibraryOptionInfoDto>();
+    public IReadOnlyList<LibraryOptionInfoDto> ImageFetchers { get; set; } = [];
+
+    /// <summary>
+    /// Gets or sets the similar item providers.
+    /// </summary>
+    public IReadOnlyList<LibraryOptionInfoDto> SimilarItemProviders { get; set; } = [];
 
     /// <summary>
     /// Gets or sets the supported image types.
     /// </summary>
-    public IReadOnlyList<ImageType> SupportedImageTypes { get; set; } = Array.Empty<ImageType>();
+    public IReadOnlyList<ImageType> SupportedImageTypes { get; set; } = [];
 
     /// <summary>
     /// Gets or sets the default image options.
     /// </summary>
-    public IReadOnlyList<ImageOption> DefaultImageOptions { get; set; } = Array.Empty<ImageOption>();
+    public IReadOnlyList<ImageOption> DefaultImageOptions { get; set; } = [];
 }
diff --git a/Jellyfin.Server.Implementations/Item/BaseItemRepository.TranslateQuery.cs b/Jellyfin.Server.Implementations/Item/BaseItemRepository.TranslateQuery.cs
index 0abe981af8..1c1e014c8c 100644
--- a/Jellyfin.Server.Implementations/Item/BaseItemRepository.TranslateQuery.cs
+++ b/Jellyfin.Server.Implementations/Item/BaseItemRepository.TranslateQuery.cs
@@ -952,6 +952,17 @@ public sealed partial class BaseItemRepository
             }
         }
 
+        if (filter.HasAnyProviderIds is not null && filter.HasAnyProviderIds.Count > 0)
+        {
+            var includeAny = filter.HasAnyProviderIds
+                .SelectMany(kvp => kvp.Value.Select(v => $"{kvp.Key}:{v}"))
+                .ToArray();
+            if (includeAny.Length > 0)
+            {
+                baseQuery = baseQuery.Where(e => e.Provider!.Select(f => f.ProviderId + ":" + f.ProviderValue)!.Any(f => includeAny.Contains(f)));
+            }
+        }
+
         if (filter.HasImdbId.HasValue)
         {
             baseQuery = filter.HasImdbId.Value
diff --git a/MediaBrowser.Controller/Entities/InternalItemsQuery.cs b/MediaBrowser.Controller/Entities/InternalItemsQuery.cs
index fa82ea8663..8ae578b228 100644
--- a/MediaBrowser.Controller/Entities/InternalItemsQuery.cs
+++ b/MediaBrowser.Controller/Entities/InternalItemsQuery.cs
@@ -351,6 +351,8 @@ namespace MediaBrowser.Controller.Entities
 
         public Dictionary<string, string>? HasAnyProviderId { get; set; }
 
+        public Dictionary<string, string[]>? HasAnyProviderIds { get; set; }
+
         public Guid[] AlbumArtistIds { get; set; }
 
         public Guid[] BoxSetLibraryFolders { get; set; }
diff --git a/MediaBrowser.Controller/Library/ILocalSimilarItemsProvider.cs b/MediaBrowser.Controller/Library/ILocalSimilarItemsProvider.cs
new file mode 100644
index 0000000000..9bf0121f5f
--- /dev/null
+++ b/MediaBrowser.Controller/Library/ILocalSimilarItemsProvider.cs
@@ -0,0 +1,27 @@
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using MediaBrowser.Controller.Entities;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// Provides similar items from the local library for a specific item type.
+/// Returns fully resolved BaseItems directly - no additional resolution needed.
+/// </summary>
+/// <typeparam name="TItemType">The type of item this provider handles.</typeparam>
+public interface ILocalSimilarItemsProvider<TItemType> : ISimilarItemsProvider
+    where TItemType : BaseItem
+{
+    /// <summary>
+    /// Gets similar items from the local library.
+    /// </summary>
+    /// <param name="item">The source item to find similar items for.</param>
+    /// <param name="query">The query options (user, limit, exclusions, etc.).</param>
+    /// <param name="cancellationToken">Cancellation token.</param>
+    /// <returns>The list of similar items from the library.</returns>
+    Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(
+        TItemType item,
+        SimilarItemsQuery query,
+        CancellationToken cancellationToken);
+}
diff --git a/MediaBrowser.Controller/Library/IRemoteSimilarItemsProvider.cs b/MediaBrowser.Controller/Library/IRemoteSimilarItemsProvider.cs
new file mode 100644
index 0000000000..a77b6628d9
--- /dev/null
+++ b/MediaBrowser.Controller/Library/IRemoteSimilarItemsProvider.cs
@@ -0,0 +1,26 @@
+using System.Collections.Generic;
+using System.Threading;
+using MediaBrowser.Controller.Entities;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// Provides similar item references from remote/external sources for a specific item type.
+/// Returns lightweight references with ProviderIds that the manager resolves to library items.
+/// </summary>
+/// <typeparam name="TItemType">The type of item this provider handles.</typeparam>
+public interface IRemoteSimilarItemsProvider<TItemType> : ISimilarItemsProvider
+    where TItemType : BaseItem
+{
+    /// <summary>
+    /// Gets similar item references from an external source as an async stream.
+    /// </summary>
+    /// <param name="item">The source item to find similar items for.</param>
+    /// <param name="query">The query options (user, limit, exclusions).</param>
+    /// <param name="cancellationToken">Cancellation token.</param>
+    /// <returns>An async enumerable of similar item references.</returns>
+    IAsyncEnumerable<SimilarItemReference> GetSimilarItemsAsync(
+        TItemType item,
+        SimilarItemsQuery query,
+        CancellationToken cancellationToken);
+}
diff --git a/MediaBrowser.Controller/Library/ISimilarItemsManager.cs b/MediaBrowser.Controller/Library/ISimilarItemsManager.cs
new file mode 100644
index 0000000000..0ced6f71ee
--- /dev/null
+++ b/MediaBrowser.Controller/Library/ISimilarItemsManager.cs
@@ -0,0 +1,50 @@
+using System;
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+using Jellyfin.Database.Implementations.Entities;
+using MediaBrowser.Controller.Dto;
+using MediaBrowser.Controller.Entities;
+using MediaBrowser.Model.Configuration;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// Interface for managing similar items providers and operations.
+/// </summary>
+public interface ISimilarItemsManager
+{
+    /// <summary>
+    /// Registers similar items providers discovered through dependency injection.
+    /// </summary>
+    /// <param name="providers">The similar items providers to register.</param>
+    void AddParts(IEnumerable<ISimilarItemsProvider> providers);
+
+    /// <summary>
+    /// Gets the similar items providers for a specific item type.
+    /// </summary>
+    /// <typeparam name="T">The item type.</typeparam>
+    /// <returns>The list of similar items providers for that type.</returns>
+    IReadOnlyList<ISimilarItemsProvider> GetSimilarItemsProviders<T>()
+        where T : BaseItem;
+
+    /// <summary>
+    /// Gets similar items for the specified item.
+    /// </summary>
+    /// <param name="item">The source item to find similar items for.</param>
+    /// <param name="excludeArtistIds">Artist IDs to exclude from results.</param>
+    /// <param name="user">The user context.</param>
+    /// <param name="dtoOptions">The DTO options.</param>
+    /// <param name="limit">Maximum number of results.</param>
+    /// <param name="libraryOptions">The library options for provider configuration.</param>
+    /// <param name="cancellationToken">The cancellation token.</param>
+    /// <returns>The list of similar items.</returns>
+    Task<IReadOnlyList<BaseItem>> GetSimilarItemsAsync(
+        BaseItem item,
+        IReadOnlyList<Guid> excludeArtistIds,
+        User? user,
+        DtoOptions dtoOptions,
+        int? limit,
+        LibraryOptions? libraryOptions,
+        CancellationToken cancellationToken);
+}
diff --git a/MediaBrowser.Controller/Library/ISimilarItemsProvider.cs b/MediaBrowser.Controller/Library/ISimilarItemsProvider.cs
new file mode 100644
index 0000000000..0d089369a8
--- /dev/null
+++ b/MediaBrowser.Controller/Library/ISimilarItemsProvider.cs
@@ -0,0 +1,26 @@
+using System;
+using MediaBrowser.Model.Configuration;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// Base marker interface for similar items providers.
+/// </summary>
+public interface ISimilarItemsProvider
+{
+    /// <summary>
+    /// Gets the name of the provider.
+    /// </summary>
+    string Name { get; }
+
+    /// <summary>
+    /// Gets the type of the provider.
+    /// </summary>
+    MetadataPluginType Type { get; }
+
+    /// <summary>
+    /// Gets the cache duration for results from this provider.
+    /// If null, results will not be cached.
+    /// </summary>
+    TimeSpan? CacheDuration => null;
+}
diff --git a/MediaBrowser.Controller/Library/SimilarItemReference.cs b/MediaBrowser.Controller/Library/SimilarItemReference.cs
new file mode 100644
index 0000000000..2a40c93bdd
--- /dev/null
+++ b/MediaBrowser.Controller/Library/SimilarItemReference.cs
@@ -0,0 +1,22 @@
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// A reference to a similar item by provider ID with a similarity score.
+/// </summary>
+public class SimilarItemReference
+{
+    /// <summary>
+    /// Gets or sets the provider name (e.g., "Tmdb", "MusicBrainzArtist").
+    /// </summary>
+    public required string ProviderName { get; set; }
+
+    /// <summary>
+    /// Gets or sets the provider ID value.
+    /// </summary>
+    public required string ProviderId { get; set; }
+
+    /// <summary>
+    /// Gets or sets the similarity score (0.0 to 1.0).
+    /// </summary>
+    public float? Score { get; set; }
+}
diff --git a/MediaBrowser.Controller/Library/SimilarItemsQuery.cs b/MediaBrowser.Controller/Library/SimilarItemsQuery.cs
new file mode 100644
index 0000000000..1ed3ceec16
--- /dev/null
+++ b/MediaBrowser.Controller/Library/SimilarItemsQuery.cs
@@ -0,0 +1,37 @@
+using System;
+using System.Collections.Generic;
+using Jellyfin.Database.Implementations.Entities;
+using MediaBrowser.Controller.Dto;
+
+namespace MediaBrowser.Controller.Library;
+
+/// <summary>
+/// Query options for similar items requests.
+/// </summary>
+public class SimilarItemsQuery
+{
+    /// <summary>
+    /// Gets or sets the user context.
+    /// </summary>
+    public User? User { get; set; }
+
+    /// <summary>
+    /// Gets or sets the maximum number of results.
+    /// </summary>
+    public int? Limit { get; set; }
+
+    /// <summary>
+    /// Gets or sets the DTO options.
+    /// </summary>
+    public DtoOptions? DtoOptions { get; set; }
+
+    /// <summary>
+    /// Gets or sets the item IDs to exclude from results.
+    /// </summary>
+    public IReadOnlyList<Guid> ExcludeItemIds { get; set; } = [];
+
+    /// <summary>
+    /// Gets or sets the artist IDs to exclude from results.
+    /// </summary>
+    public IReadOnlyList<Guid> ExcludeArtistIds { get; set; } = [];
+}
diff --git a/MediaBrowser.Controller/Providers/IProviderManager.cs b/MediaBrowser.Controller/Providers/IProviderManager.cs
index 0d3a334dfb..c87f09a117 100644
--- a/MediaBrowser.Controller/Providers/IProviderManager.cs
+++ b/MediaBrowser.Controller/Providers/IProviderManager.cs
@@ -144,6 +144,17 @@ namespace MediaBrowser.Controller.Providers
             where T : BaseItem;
 
         /// <summary>
+        /// Gets the metadata providers for the provided item.
+        /// </summary>
+        /// <param name="item">The item.</param>
+        /// <param name="libraryOptions">The library options.</param>
+        /// <param name="includeDisabled">Whether to include disabled providers.</param>
+        /// <typeparam name="T">The type of metadata provider.</typeparam>
+        /// <returns>The metadata providers.</returns>
+        IEnumerable<IMetadataProvider<T>> GetMetadataProviders<T>(BaseItem item, LibraryOptions libraryOptions, bool includeDisabled)
+            where T : BaseItem;
+
+        /// <summary>
         /// Gets the metadata savers for the provided item.
         /// </summary>
         /// <param name="item">The item.</param>
diff --git a/MediaBrowser.Model/Configuration/MetadataPluginType.cs b/MediaBrowser.Model/Configuration/MetadataPluginType.cs
index 670d6e3837..476060ceef 100644
--- a/MediaBrowser.Model/Configuration/MetadataPluginType.cs
+++ b/MediaBrowser.Model/Configuration/MetadataPluginType.cs
@@ -15,6 +15,8 @@ namespace MediaBrowser.Model.Configuration
         MetadataSaver,
         SubtitleFetcher,
         LyricFetcher,
-        MediaSegmentProvider
+        MediaSegmentProvider,
+        LocalSimilarityProvider,
+        SimilarityProvider
     }
 }
diff --git a/MediaBrowser.Model/Configuration/TypeOptions.cs b/MediaBrowser.Model/Configuration/TypeOptions.cs
index d0179e5aab..3aa85034e5 100644
--- a/MediaBrowser.Model/Configuration/TypeOptions.cs
+++ b/MediaBrowser.Model/Configuration/TypeOptions.cs
@@ -304,11 +304,13 @@ namespace MediaBrowser.Model.Configuration
 
         public TypeOptions()
         {
-            MetadataFetchers = Array.Empty<string>();
-            MetadataFetcherOrder = Array.Empty<string>();
-            ImageFetchers = Array.Empty<string>();
-            ImageFetcherOrder = Array.Empty<string>();
-            ImageOptions = Array.Empty<ImageOption>();
+            MetadataFetchers = [];
+            MetadataFetcherOrder = [];
+            ImageFetchers = [];
+            ImageFetcherOrder = [];
+            ImageOptions = [];
+            SimilarItemProviders = [];
+            SimilarItemProviderOrder = [];
         }
 
         public string Type { get; set; }
@@ -323,6 +325,10 @@ namespace MediaBrowser.Model.Configuration
 
         public ImageOption[] ImageOptions { get; set; }
 
+        public string[] SimilarItemProviders { get; set; }
+
+        public string[] SimilarItemProviderOrder { get; set; }
+
         public ImageOption GetImageOptions(ImageType type)
         {
             foreach (var i in ImageOptions)
diff --git a/MediaBrowser.Providers/Manager/ProviderManager.cs b/MediaBrowser.Providers/Manager/ProviderManager.cs
index d57e85c62f..7e1722e088 100644
--- a/MediaBrowser.Providers/Manager/ProviderManager.cs
+++ b/MediaBrowser.Providers/Manager/ProviderManager.cs
@@ -1,17 +1,20 @@
 using System;
 using System.Collections.Concurrent;
 using System.Collections.Generic;
+using System.Globalization;
 using System.IO;
 using System.Linq;
 using System.Net;
 using System.Net.Http;
 using System.Net.Mime;
+using System.Text.Json;
 using System.Threading;
 using System.Threading.Tasks;
 using AsyncKeyedLock;
 using Jellyfin.Data.Enums;
 using Jellyfin.Data.Events;
 using Jellyfin.Extensions;
+using Jellyfin.Extensions.Json;
 using MediaBrowser.Common.Net;
 using MediaBrowser.Controller;
 using MediaBrowser.Controller.BaseItemManager;
@@ -64,6 +67,7 @@ namespace MediaBrowser.Providers.Manager
         private readonly PriorityQueue<(Guid ItemId, MetadataRefreshOptions RefreshOptions), RefreshPriority> _refreshQueue = new();
         private readonly IMemoryCache _memoryCache;
         private readonly IMediaSegmentManager _mediaSegmentManager;
+        private readonly ISimilarItemsManager _similarItemsManager;
         private readonly AsyncKeyedLocker<string> _imageSaveLock = new(o =>
         {
             o.PoolSize = 20;
@@ -101,6 +105,7 @@ namespace MediaBrowser.Providers.Manager
         /// <param name="lyricManager">The lyric manager.</param>
         /// <param name="memoryCache">The memory cache.</param>
         /// <param name="mediaSegmentManager">The media segment manager.</param>
+        /// <param name="similarItemsManager">The similar items manager.</param>
         public ProviderManager(
             IHttpClientFactory httpClientFactory,
             ISubtitleManager subtitleManager,
@@ -113,7 +118,8 @@ namespace MediaBrowser.Providers.Manager
             IBaseItemManager baseItemManager,
             ILyricManager lyricManager,
             IMemoryCache memoryCache,
-            IMediaSegmentManager mediaSegmentManager)
+            IMediaSegmentManager mediaSegmentManager,
+            ISimilarItemsManager similarItemsManager)
         {
             _logger = logger;
             _httpClientFactory = httpClientFactory;
@@ -127,6 +133,7 @@ namespace MediaBrowser.Providers.Manager
             _lyricManager = lyricManager;
             _memoryCache = memoryCache;
             _mediaSegmentManager = mediaSegmentManager;
+            _similarItemsManager = similarItemsManager;
 
             CollectionFolder.LibraryOptionsUpdated += OnLibraryOptionsUpdated;
         }
@@ -687,6 +694,14 @@ namespace MediaBrowser.Providers.Manager
                 Type = MetadataPluginType.MediaSegmentProvider
             }));
 
+            // Similar items providers
+            var similarItemsProviders = _similarItemsManager.GetSimilarItemsProviders<T>();
+            pluginList.AddRange(similarItemsProviders.Select(i => new MetadataPlugin
+            {
+                Name = i.Name,
+                Type = i.Type
+            }));
+
             summary.Plugins = pluginList.ToArray();
 
             var supportedImageTypes = imageProviders.OfType<IRemoteImageProvider>()
diff --git a/MediaBrowser.Providers/MediaBrowser.Providers.csproj b/MediaBrowser.Providers/MediaBrowser.Providers.csproj
index ed0c63b97f..1022dc190e 100644
--- a/MediaBrowser.Providers/MediaBrowser.Providers.csproj
+++ b/MediaBrowser.Providers/MediaBrowser.Providers.csproj
@@ -52,6 +52,8 @@
     <EmbeddedResource Include="Plugins\AudioDb\Configuration\config.html" />
     <None Remove="Plugins\Omdb\Configuration\config.html" />
     <EmbeddedResource Include="Plugins\Omdb\Configuration\config.html" />
+    <None Remove="Plugins\ListenBrainz\Configuration\config.html" />
+    <EmbeddedResource Include="Plugins\ListenBrainz\Configuration\config.html" />
     <None Remove="Plugins\MusicBrainz\Configuration\config.html" />
     <EmbeddedResource Include="Plugins\MusicBrainz\Configuration\config.html" />
     <None Remove="Plugins\StudioImages\Configuration\config.html" />
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Api/ListenBrainzLabsClient.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/Api/ListenBrainzLabsClient.cs
new file mode 100644
index 0000000000..e57aa3ed1d
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Api/ListenBrainzLabsClient.cs
@@ -0,0 +1,104 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Net.Http;
+using System.Net.Http.Json;
+using System.Threading;
+using System.Threading.Tasks;
+using MediaBrowser.Common.Net;
+using MediaBrowser.Providers.Plugins.ListenBrainz.Api.Models;
+using MediaBrowser.Providers.Plugins.ListenBrainz.Configuration;
+using Microsoft.Extensions.Logging;
+
+namespace MediaBrowser.Providers.Plugins.ListenBrainz.Api;
+
+/// <summary>
+/// Client for the ListenBrainz Labs API.
+/// </summary>
+public class ListenBrainzLabsClient
+{
+    private readonly IHttpClientFactory _httpClientFactory;
+    private readonly ILogger<ListenBrainzLabsClient> _logger;
+    private readonly Lock _rateLimitLock = new();
+
+    private DateTime _lastRequestTime = DateTime.MinValue;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="ListenBrainzLabsClient"/> class.
+    /// </summary>
+    /// <param name="httpClientFactory">The HTTP client factory.</param>
+    /// <param name="logger">The logger.</param>
+    public ListenBrainzLabsClient(
+        IHttpClientFactory httpClientFactory,
+        ILogger<ListenBrainzLabsClient> logger)
+    {
+        _httpClientFactory = httpClientFactory;
+        _logger = logger;
+    }
+
+    /// <summary>
+    /// Gets similar artists for the given MusicBrainz artist ID.
+    /// </summary>
+    /// <param name="artistMbid">The MusicBrainz artist ID.</param>
+    /// <param name="cancellationToken">The cancellation token.</param>
+    /// <returns>A list of similar artist MusicBrainz IDs ordered by similarity score.</returns>
+    public async Task<IReadOnlyList<Guid>> GetSimilarArtistsAsync(
+        Guid artistMbid,
+        CancellationToken cancellationToken)
+    {
+        var config = ListenBrainzPlugin.Instance?.Configuration;
+        var baseUrl = config?.LabsServer ?? PluginConfiguration.DefaultLabsServer;
+        var algorithm = config?.AlgorithmString ?? new PluginConfiguration().AlgorithmString;
+        var rateLimit = config?.RateLimit ?? PluginConfiguration.DefaultRateLimit;
+
+        // Enforce rate limit
+        EnforceRateLimit(rateLimit);
+
+        var url = $"{baseUrl}/similar-artists/json?artist_mbids={artistMbid}&algorithm={algorithm}";
+
+        _logger.LogDebug("Fetching similar artists from ListenBrainz Labs: {Url}", url);
+
+        try
+        {
+            var httpClient = _httpClientFactory.CreateClient(NamedClient.Default);
+            var response = await httpClient.GetFromJsonAsync<List<SimilarArtistData>>(url, cancellationToken).ConfigureAwait(false);
+
+            if (response is null || response.Count == 0)
+            {
+                _logger.LogDebug("No similar artists found for {ArtistMbid}", artistMbid);
+                return [];
+            }
+
+            var similarMbids = response
+                .Where(a => !a.ArtistMbid.Equals(artistMbid)) // Exclude the source artist
+                .OrderByDescending(a => a.Score)
+                .Select(a => a.ArtistMbid)
+                .ToList();
+
+            _logger.LogDebug("Found {Count} similar artists for {ArtistMbid}", similarMbids.Count, artistMbid);
+
+            return similarMbids;
+        }
+        catch (HttpRequestException ex)
+        {
+            _logger.LogWarning(ex, "Failed to fetch similar artists from ListenBrainz Labs for {ArtistMbid}", artistMbid);
+            return [];
+        }
+    }
+
+    private void EnforceRateLimit(double rateLimitSeconds)
+    {
+        lock (_rateLimitLock)
+        {
+            var timeSinceLastRequest = DateTime.UtcNow - _lastRequestTime;
+            var requiredDelay = TimeSpan.FromSeconds(rateLimitSeconds) - timeSinceLastRequest;
+
+            if (requiredDelay > TimeSpan.Zero)
+            {
+                Thread.Sleep(requiredDelay);
+            }
+
+            _lastRequestTime = DateTime.UtcNow;
+        }
+    }
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Api/Models/SimilarArtistData.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/Api/Models/SimilarArtistData.cs
new file mode 100644
index 0000000000..237f33ee3a
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Api/Models/SimilarArtistData.cs
@@ -0,0 +1,28 @@
+using System;
+using System.Text.Json.Serialization;
+
+namespace MediaBrowser.Providers.Plugins.ListenBrainz.Api.Models;
+
+/// <summary>
+/// A similar artist data entry from the ListenBrainz Labs API.
+/// </summary>
+public class SimilarArtistData
+{
+    /// <summary>
+    /// Gets or sets the MusicBrainz artist ID.
+    /// </summary>
+    [JsonPropertyName("artist_mbid")]
+    public Guid ArtistMbid { get; set; }
+
+    /// <summary>
+    /// Gets or sets the artist name.
+    /// </summary>
+    [JsonPropertyName("name")]
+    public string? Name { get; set; }
+
+    /// <summary>
+    /// Gets or sets the similarity score.
+    /// </summary>
+    [JsonPropertyName("score")]
+    public double Score { get; set; }
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Api/Models/SimilarArtistsResponse.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/Api/Models/SimilarArtistsResponse.cs
new file mode 100644
index 0000000000..12e8f25dcc
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Api/Models/SimilarArtistsResponse.cs
@@ -0,0 +1,16 @@
+using System.Collections.Generic;
+using System.Text.Json.Serialization;
+
+namespace MediaBrowser.Providers.Plugins.ListenBrainz.Api.Models;
+
+/// <summary>
+/// Response from ListenBrainz Labs similar-artists endpoint.
+/// </summary>
+public class SimilarArtistsResponse
+{
+    /// <summary>
+    /// Gets or sets the list of similar artists.
+    /// </summary>
+    [JsonPropertyName("data")]
+    public IReadOnlyList<SimilarArtistData>? Data { get; set; }
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/PluginConfiguration.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/PluginConfiguration.cs
new file mode 100644
index 0000000000..c80d0f7218
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/PluginConfiguration.cs
@@ -0,0 +1,60 @@
+using MediaBrowser.Model.Plugins;
+
+namespace MediaBrowser.Providers.Plugins.ListenBrainz.Configuration;
+
+/// <summary>
+/// ListenBrainz plugin configuration.
+/// </summary>
+public class PluginConfiguration : BasePluginConfiguration
+{
+    /// <summary>
+    /// The default Labs API server URL.
+    /// </summary>
+    public const string DefaultLabsServer = "https://labs.api.listenbrainz.org";
+
+    /// <summary>
+    /// The default rate limit in seconds.
+    /// </summary>
+    public const double DefaultRateLimit = 1.0;
+
+    private string _labsServer = DefaultLabsServer;
+    private double _rateLimit = DefaultRateLimit;
+
+    /// <summary>
+    /// Gets or sets the Labs API server URL.
+    /// </summary>
+    public string LabsServer
+    {
+        get => _labsServer;
+        set => _labsServer = string.IsNullOrWhiteSpace(value) ? DefaultLabsServer : value.TrimEnd('/');
+    }
+
+    /// <summary>
+    /// Gets or sets the similarity algorithm.
+    /// </summary>
+    public SimilarityAlgorithm Algorithm { get; set; } = SimilarityAlgorithm.SessionBased1825Days;
+
+    /// <summary>
+    /// Gets or sets the rate limit in seconds.
+    /// </summary>
+    public double RateLimit
+    {
+        get => _rateLimit;
+        set
+        {
+            if (value < DefaultRateLimit && _labsServer == DefaultLabsServer)
+            {
+                _rateLimit = DefaultRateLimit;
+            }
+            else
+            {
+                _rateLimit = value;
+            }
+        }
+    }
+
+    /// <summary>
+    /// Gets the algorithm string for the API call.
+    /// </summary>
+    public string AlgorithmString => Algorithm.ToApiString();
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/SimilarityAlgorithm.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/SimilarityAlgorithm.cs
new file mode 100644
index 0000000000..f297d99f6d
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/SimilarityAlgorithm.cs
@@ -0,0 +1,37 @@
+namespace MediaBrowser.Providers.Plugins.ListenBrainz.Configuration;
+
+/// <summary>
+/// Available similarity algorithms for ListenBrainz Labs API.
+/// </summary>
+public enum SimilarityAlgorithm
+{
+    /// <summary>
+    /// Session-based algorithm analyzing ~5 years of listening data.
+    /// </summary>
+    SessionBased1825Days = 0,
+
+    /// <summary>
+    /// Session-based algorithm analyzing ~5 years of listening data (alternate).
+    /// </summary>
+    SessionBased1800Days = 1,
+
+    /// <summary>
+    /// Session-based algorithm analyzing ~20 years of listening data.
+    /// </summary>
+    SessionBased7500Days = 2,
+
+    /// <summary>
+    /// Session-based algorithm analyzing ~20 years with higher contribution threshold.
+    /// </summary>
+    SessionBased7500DaysHighContribution = 3,
+
+    /// <summary>
+    /// Session-based algorithm analyzing ~25 years of listening data.
+    /// </summary>
+    SessionBased9000Days = 4,
+
+    /// <summary>
+    /// Session-based algorithm analyzing ~75 days of recent listening data.
+    /// </summary>
+    SessionBased75Days = 5
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/SimilarityAlgorithmExtensions.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/SimilarityAlgorithmExtensions.cs
new file mode 100644
index 0000000000..f7874dbae8
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/SimilarityAlgorithmExtensions.cs
@@ -0,0 +1,23 @@
+namespace MediaBrowser.Providers.Plugins.ListenBrainz.Configuration;
+
+/// <summary>
+/// Extension methods for <see cref="SimilarityAlgorithm"/>.
+/// </summary>
+public static class SimilarityAlgorithmExtensions
+{
+    /// <summary>
+    /// Gets the API string value for the algorithm.
+    /// </summary>
+    /// <param name="algorithm">The algorithm.</param>
+    /// <returns>The API string value.</returns>
+    public static string ToApiString(this SimilarityAlgorithm algorithm) => algorithm switch
+    {
+        SimilarityAlgorithm.SessionBased1825Days => "session_based_days_1825_session_300_contribution_3_threshold_10_limit_100_filter_True_skip_30",
+        SimilarityAlgorithm.SessionBased1800Days => "session_based_days_1800_session_300_contribution_3_threshold_10_limit_100_filter_True_skip_30",
+        SimilarityAlgorithm.SessionBased7500Days => "session_based_days_7500_session_300_contribution_3_threshold_10_limit_100_filter_True_skip_30",
+        SimilarityAlgorithm.SessionBased7500DaysHighContribution => "session_based_days_7500_session_300_contribution_5_threshold_10_limit_100_filter_True_skip_30",
+        SimilarityAlgorithm.SessionBased9000Days => "session_based_days_9000_session_300_contribution_5_threshold_15_limit_50_skip_30",
+        SimilarityAlgorithm.SessionBased75Days => "session_based_days_75_session_300_contribution_5_threshold_10_limit_100_filter_True_skip_30",
+        _ => "session_based_days_1825_session_300_contribution_3_threshold_10_limit_100_filter_True_skip_30"
+    };
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/config.html b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/config.html
new file mode 100644
index 0000000000..3dd1033fdf
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/Configuration/config.html
@@ -0,0 +1,87 @@
+<!DOCTYPE html>
+<html>
+<head>
+    <title>ListenBrainz</title>
+</head>
+<body>
+    <div id="configPage" data-role="page" class="page type-interior pluginConfigurationPage configPage" data-require="emby-input,emby-button,emby-select">
+        <div data-role="content">
+            <div class="content-primary">
+                <h1>ListenBrainz</h1>
+                <p>Get similar artist recommendations from ListenBrainz Labs.</p>
+                <form class="configForm">
+                    <div class="inputContainer">
+                        <input is="emby-input" type="text" id="labsServer" required label="Labs API Server" />
+                        <div class="fieldDescription">The ListenBrainz Labs API server URL. Default: https://labs.api.listenbrainz.org</div>
+                    </div>
+                    <div class="selectContainer">
+                        <label class="selectLabel" for="algorithm">Similarity Algorithm</label>
+                        <select is="emby-select" id="algorithm" class="emby-select-withcolor">
+                            <option value="0" selected>~5 years / 1825 days (Recommended)</option>
+                            <option value="1">~5 years / 1800 days</option>
+                            <option value="2">~20 years / 7500 days</option>
+                            <option value="3">~20 years / 7500 days (high contribution)</option>
+                            <option value="4">~25 years / 9000 days</option>
+                            <option value="5">~75 days (recent)</option>
+                        </select>
+                        <div class="fieldDescription">The algorithm used for artist similarity calculation.</div>
+                    </div>
+                    <div class="inputContainer">
+                        <input is="emby-input" type="number" id="rateLimit" required pattern="[0-9]*" min="0" max="10" step=".01" label="Rate Limit (seconds)" />
+                        <div class="fieldDescription">Span of time between requests in seconds. The official server is rate limited to one request per second.</div>
+                    </div>
+                    <br />
+                    <div>
+                        <button is="emby-button" type="submit" class="raised button-submit block"><span>Save</span></button>
+                    </div>
+                </form>
+            </div>
+        </div>
+        <script type="text/javascript">
+            var ListenBrainzPluginConfig = {
+                uniquePluginId: "a5b2e8c1-9d4f-4a3b-8c7e-6f1a2b3c4d5e"
+            };
+
+            document.querySelector('.configPage')
+                .addEventListener('pageshow', function () {
+                    Dashboard.showLoadingMsg();
+                    ApiClient.getPluginConfiguration(ListenBrainzPluginConfig.uniquePluginId).then(function (config) {
+                        var labsServer = document.querySelector('#labsServer');
+                        labsServer.value = config.LabsServer;
+                        labsServer.dispatchEvent(new Event('change', {
+                            bubbles: true,
+                            cancelable: false
+                        }));
+
+                        document.querySelector('#algorithm').value = config.Algorithm;
+
+                        var rateLimit = document.querySelector('#rateLimit');
+                        rateLimit.value = config.RateLimit;
+                        rateLimit.dispatchEvent(new Event('change', {
+                            bubbles: true,
+                            cancelable: false
+                        }));
+
+                        Dashboard.hideLoadingMsg();
+                    });
+                });
+
+            document.querySelector('.configForm')
+                .addEventListener('submit', function (e) {
+                    Dashboard.showLoadingMsg();
+
+                    ApiClient.getPluginConfiguration(ListenBrainzPluginConfig.uniquePluginId).then(function (config) {
+                        config.LabsServer = document.querySelector('#labsServer').value;
+                        config.Algorithm = parseInt(document.querySelector('#algorithm').value, 10);
+                        config.RateLimit = document.querySelector('#rateLimit').value;
+
+                        ApiClient.updatePluginConfiguration(ListenBrainzPluginConfig.uniquePluginId, config).then(Dashboard.processPluginConfigurationUpdateResult);
+                    });
+
+                    e.preventDefault();
+                    return false;
+                });
+        </script>
+    </div>
+</body>
+</html>
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/ListenBrainzPlugin.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/ListenBrainzPlugin.cs
new file mode 100644
index 0000000000..3e5ea42f44
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/ListenBrainzPlugin.cs
@@ -0,0 +1,53 @@
+using System;
+using System.Collections.Generic;
+using MediaBrowser.Common.Configuration;
+using MediaBrowser.Common.Plugins;
+using MediaBrowser.Model.Plugins;
+using MediaBrowser.Model.Serialization;
+using MediaBrowser.Providers.Plugins.ListenBrainz.Configuration;
+
+namespace MediaBrowser.Providers.Plugins.ListenBrainz;
+
+/// <summary>
+/// ListenBrainz plugin instance.
+/// </summary>
+public class ListenBrainzPlugin : BasePlugin<PluginConfiguration>, IHasWebPages
+{
+    /// <summary>
+    /// Initializes a new instance of the <see cref="ListenBrainzPlugin"/> class.
+    /// </summary>
+    /// <param name="applicationPaths">Instance of the <see cref="IApplicationPaths"/> interface.</param>
+    /// <param name="xmlSerializer">Instance of the <see cref="IXmlSerializer"/> interface.</param>
+    public ListenBrainzPlugin(IApplicationPaths applicationPaths, IXmlSerializer xmlSerializer)
+        : base(applicationPaths, xmlSerializer)
+    {
+        Instance = this;
+    }
+
+    /// <summary>
+    /// Gets the current plugin instance.
+    /// </summary>
+    public static ListenBrainzPlugin? Instance { get; private set; }
+
+    /// <inheritdoc />
+    public override Guid Id => new("a5b2e8c1-9d4f-4a3b-8c7e-6f1a2b3c4d5e");
+
+    /// <inheritdoc />
+    public override string Name => "ListenBrainz";
+
+    /// <inheritdoc />
+    public override string Description => "Get similar artist recommendations from ListenBrainz Labs.";
+
+    /// <inheritdoc />
+    public override string ConfigurationFileName => "Jellyfin.Plugin.ListenBrainz.xml";
+
+    /// <inheritdoc />
+    public IEnumerable<PluginPageInfo> GetPages()
+    {
+        yield return new PluginPageInfo
+        {
+            Name = Name,
+            EmbeddedResourcePath = GetType().Namespace + ".Configuration.config.html"
+        };
+    }
+}
diff --git a/MediaBrowser.Providers/Plugins/ListenBrainz/ListenBrainzSimilarArtistProvider.cs b/MediaBrowser.Providers/Plugins/ListenBrainz/ListenBrainzSimilarArtistProvider.cs
new file mode 100644
index 0000000000..3f03a724c5
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/ListenBrainz/ListenBrainzSimilarArtistProvider.cs
@@ -0,0 +1,82 @@
+using System;
+using System.Collections.Generic;
+using System.Net.Http;
+using System.Runtime.CompilerServices;
+using System.Threading;
+using MediaBrowser.Controller.Entities.Audio;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+using MediaBrowser.Model.Entities;
+using MediaBrowser.Providers.Plugins.ListenBrainz.Api;
+using Microsoft.Extensions.Logging;
+
+namespace MediaBrowser.Providers.Plugins.ListenBrainz;
+
+/// <summary>
+/// ListenBrainz-based similar items provider for music artists.
+/// </summary>
+public class ListenBrainzSimilarArtistProvider : IRemoteSimilarItemsProvider<MusicArtist>
+{
+    private readonly ListenBrainzLabsClient _labsClient;
+    private readonly ILogger<ListenBrainzSimilarArtistProvider> _logger;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="ListenBrainzSimilarArtistProvider"/> class.
+    /// </summary>
+    /// <param name="labsClient">The ListenBrainz Labs API client.</param>
+    /// <param name="logger">The logger.</param>
+    public ListenBrainzSimilarArtistProvider(
+        ListenBrainzLabsClient labsClient,
+        ILogger<ListenBrainzSimilarArtistProvider> logger)
+    {
+        _labsClient = labsClient;
+        _logger = logger;
+    }
+
+    /// <inheritdoc/>
+    public string Name => "ListenBrainz";
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.SimilarityProvider;
+
+    /// <inheritdoc/>
+    public TimeSpan? CacheDuration => TimeSpan.FromDays(14);
+
+    /// <inheritdoc/>
+    public async IAsyncEnumerable<SimilarItemReference> GetSimilarItemsAsync(
+        MusicArtist item,
+        SimilarItemsQuery query,
+        [EnumeratorCancellation] CancellationToken cancellationToken)
+    {
+        ArgumentNullException.ThrowIfNull(item);
+        ArgumentNullException.ThrowIfNull(query);
+
+        if (!item.TryGetProviderId(MetadataProvider.MusicBrainzArtist, out var mbidStr) || !Guid.TryParse(mbidStr, out var mbid))
+        {
+            _logger.LogDebug("No MusicBrainz Artist ID found for {ArtistName}", item.Name);
+            yield break;
+        }
+
+        IReadOnlyList<Guid> similarMbids;
+        try
+        {
+            similarMbids = await _labsClient.GetSimilarArtistsAsync(mbid, cancellationToken).ConfigureAwait(false);
+        }
+        catch (HttpRequestException ex)
+        {
+            _logger.LogWarning(ex, "Failed to fetch similar artists from ListenBrainz for {ArtistMbid}", mbid);
+            yield break;
+        }
+
+        var providerName = MetadataProvider.MusicBrainzArtist.ToString();
+
+        foreach (var similarMbid in similarMbids)
+        {
+            yield return new SimilarItemReference
+            {
+                ProviderName = providerName,
+                ProviderId = similarMbid.ToString()
+            };
+        }
+    }
+}
diff --git a/MediaBrowser.Providers/Plugins/Tmdb/Movies/TmdbMovieSimilarProvider.cs b/MediaBrowser.Providers/Plugins/Tmdb/Movies/TmdbMovieSimilarProvider.cs
new file mode 100644
index 0000000000..8cf4e3b6f5
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/Tmdb/Movies/TmdbMovieSimilarProvider.cs
@@ -0,0 +1,89 @@
+using System;
+using System.Collections.Generic;
+using System.Globalization;
+using System.Runtime.CompilerServices;
+using System.Threading;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+using MediaBrowser.Model.Entities;
+using Microsoft.Extensions.Logging;
+using Movie = MediaBrowser.Controller.Entities.Movies.Movie;
+
+namespace MediaBrowser.Providers.Plugins.Tmdb.Movies;
+
+/// <summary>
+/// TMDb-based similar items provider for movies.
+/// </summary>
+public class TmdbMovieSimilarProvider : IRemoteSimilarItemsProvider<Movie>
+{
+    private readonly TmdbClientManager _tmdbClientManager;
+    private readonly ILogger<TmdbMovieSimilarProvider> _logger;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="TmdbMovieSimilarProvider"/> class.
+    /// </summary>
+    /// <param name="tmdbClientManager">The TMDb client manager.</param>
+    /// <param name="logger">The logger.</param>
+    public TmdbMovieSimilarProvider(TmdbClientManager tmdbClientManager, ILogger<TmdbMovieSimilarProvider> logger)
+    {
+        _tmdbClientManager = tmdbClientManager;
+        _logger = logger;
+    }
+
+    /// <inheritdoc/>
+    public string Name => TmdbUtils.ProviderName;
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.SimilarityProvider;
+
+    /// <inheritdoc/>
+    public TimeSpan? CacheDuration => TimeSpan.FromDays(7);
+
+    /// <inheritdoc/>
+    public async IAsyncEnumerable<SimilarItemReference> GetSimilarItemsAsync(
+        Movie item,
+        SimilarItemsQuery query,
+        [EnumeratorCancellation] CancellationToken cancellationToken)
+    {
+        if (!item.TryGetProviderId(MetadataProvider.Tmdb, out var tmdbIdStr) || !int.TryParse(tmdbIdStr, CultureInfo.InvariantCulture, out var tmdbId))
+        {
+            yield break;
+        }
+
+        var providerName = MetadataProvider.Tmdb.ToString();
+        var page = 0;
+        var totalPages = 1;
+
+        while (page <= totalPages && !cancellationToken.IsCancellationRequested)
+        {
+            IReadOnlyList<TMDbLib.Objects.Search.SearchMovie> pageResults;
+            try
+            {
+                (pageResults, totalPages) = await _tmdbClientManager
+                    .GetMovieSimilarPageAsync(tmdbId, page, TmdbUtils.GetImageLanguagesParam(string.Empty), cancellationToken)
+                    .ConfigureAwait(false);
+            }
+            catch (Exception ex)
+            {
+                _logger.LogWarning(ex, "Failed to get similar movies from TMDb for {TmdbId} page {Page}", tmdbId, page);
+                yield break;
+            }
+
+            if (pageResults.Count == 0)
+            {
+                yield break;
+            }
+
+            foreach (var similar in pageResults)
+            {
+                yield return new SimilarItemReference
+                {
+                    ProviderName = providerName,
+                    ProviderId = similar.Id.ToString(CultureInfo.InvariantCulture)
+                };
+            }
+
+            page++;
+        }
+    }
+}
diff --git a/MediaBrowser.Providers/Plugins/Tmdb/TV/TmdbSeriesSimilarProvider.cs b/MediaBrowser.Providers/Plugins/Tmdb/TV/TmdbSeriesSimilarProvider.cs
new file mode 100644
index 0000000000..e713c37be8
--- /dev/null
+++ b/MediaBrowser.Providers/Plugins/Tmdb/TV/TmdbSeriesSimilarProvider.cs
@@ -0,0 +1,89 @@
+using System;
+using System.Collections.Generic;
+using System.Globalization;
+using System.Runtime.CompilerServices;
+using System.Threading;
+using MediaBrowser.Controller.Entities.TV;
+using MediaBrowser.Controller.Library;
+using MediaBrowser.Model.Configuration;
+using MediaBrowser.Model.Entities;
+using Microsoft.Extensions.Logging;
+
+namespace MediaBrowser.Providers.Plugins.Tmdb.TV;
+
+/// <summary>
+/// TMDb-based similar items provider for TV series.
+/// </summary>
+public class TmdbSeriesSimilarProvider : IRemoteSimilarItemsProvider<Series>
+{
+    private readonly TmdbClientManager _tmdbClientManager;
+    private readonly ILogger<TmdbSeriesSimilarProvider> _logger;
+
+    /// <summary>
+    /// Initializes a new instance of the <see cref="TmdbSeriesSimilarProvider"/> class.
+    /// </summary>
+    /// <param name="tmdbClientManager">The TMDb client manager.</param>
+    /// <param name="logger">The logger.</param>
+    public TmdbSeriesSimilarProvider(TmdbClientManager tmdbClientManager, ILogger<TmdbSeriesSimilarProvider> logger)
+    {
+        _tmdbClientManager = tmdbClientManager;
+        _logger = logger;
+    }
+
+    /// <inheritdoc/>
+    public string Name => TmdbUtils.ProviderName;
+
+    /// <inheritdoc/>
+    public MetadataPluginType Type => MetadataPluginType.SimilarityProvider;
+
+    /// <inheritdoc/>
+    public TimeSpan? CacheDuration => TimeSpan.FromDays(7);
+
+    /// <inheritdoc/>
+    public async IAsyncEnumerable<SimilarItemReference> GetSimilarItemsAsync(
+        Series item,
+        SimilarItemsQuery query,
+        [EnumeratorCancellation] CancellationToken cancellationToken)
+    {
+        if (!item.TryGetProviderId(MetadataProvider.Tmdb, out var tmdbIdStr) || !int.TryParse(tmdbIdStr, CultureInfo.InvariantCulture, out var tmdbId))
+        {
+            yield break;
+        }
+
+        var providerName = MetadataProvider.Tmdb.ToString();
+        var page = 1;
+        var totalPages = 1;
+
+        while (page <= totalPages && !cancellationToken.IsCancellationRequested)
+        {
+            IReadOnlyList<TMDbLib.Objects.Search.SearchTv> pageResults;
+            try
+            {
+                (pageResults, totalPages) = await _tmdbClientManager
+                    .GetSeriesSimilarPageAsync(tmdbId, page, TmdbUtils.GetImageLanguagesParam(string.Empty), cancellationToken)
+                    .ConfigureAwait(false);
+            }
+            catch (Exception ex)
+            {
+                _logger.LogWarning(ex, "Failed to get similar TV shows from TMDb for {TmdbId} page {Page}", tmdbId, page);
+                yield break;
+            }
+
+            if (pageResults.Count == 0)
+            {
+                yield break;
+            }
+
+            foreach (var similar in pageResults)
+            {
+                yield return new SimilarItemReference
+                {
+                    ProviderName = providerName,
+                    ProviderId = similar.Id.ToString(CultureInfo.InvariantCulture)
+                };
+            }
+
+            page++;
+        }
+    }
+}
diff --git a/MediaBrowser.Providers/Plugins/Tmdb/TmdbClientManager.cs b/MediaBrowser.Providers/Plugins/Tmdb/TmdbClientManager.cs
index 274db347ba..174f1546a7 100644
--- a/MediaBrowser.Providers/Plugins/Tmdb/TmdbClientManager.cs
+++ b/MediaBrowser.Providers/Plugins/Tmdb/TmdbClientManager.cs
@@ -505,6 +505,54 @@ namespace MediaBrowser.Providers.Plugins.Tmdb
         }
 
         /// <summary>
+        /// Gets a single page of similar movies for a movie from the TMDb API.
+        /// </summary>
+        /// <param name="tmdbId">The TMDb id of the movie.</param>
+        /// <param name="page">The page number to fetch (1-based).</param>
+        /// <param name="language">The language for results.</param>
+        /// <param name="cancellationToken">The cancellation token.</param>
+        /// <returns>A tuple containing the list of similar movies and the total number of pages available.</returns>
+        public async Task<(IReadOnlyList<SearchMovie> Results, int TotalPages)> GetMovieSimilarPageAsync(int tmdbId, int page, string? language, CancellationToken cancellationToken)
+        {
+            await EnsureClientConfigAsync().ConfigureAwait(false);
+
+            var searchResults = await _tmDbClient
+                .GetMovieSimilarAsync(tmdbId, language, page, cancellationToken)
+                .ConfigureAwait(false);
+
+            if (searchResults?.Results is null || searchResults.Results.Count == 0)
+            {
+                return ([], 0);
+            }
+
+            return (searchResults.Results, searchResults.TotalPages);
+        }
+
+        /// <summary>
+        /// Gets a single page of similar TV shows for a series from the TMDb API.
+        /// </summary>
+        /// <param name="tmdbId">The TMDb id of the TV show.</param>
+        /// <param name="page">The page number to fetch (1-based).</param>
+        /// <param name="language">The language for results.</param>
+        /// <param name="cancellationToken">The cancellation token.</param>
+        /// <returns>A tuple containing the list of similar TV shows and the total number of pages available.</returns>
+        public async Task<(IReadOnlyList<SearchTv> Results, int TotalPages)> GetSeriesSimilarPageAsync(int tmdbId, int page, string? language, CancellationToken cancellationToken)
+        {
+            await EnsureClientConfigAsync().ConfigureAwait(false);
+
+            var searchResults = await _tmDbClient
+                .GetTvShowSimilarAsync(tmdbId, language, page, cancellationToken)
+                .ConfigureAwait(false);
+
+            if (searchResults?.Results is null || searchResults.Results.Count == 0)
+            {
+                return ([], 0);
+            }
+
+            return (searchResults.Results, searchResults.TotalPages);
+        }
+
+        /// <summary>
         /// Handles bad path checking and builds the absolute url.
         /// </summary>
         /// <param name="size">The image size to fetch.</param>
diff --git a/tests/Jellyfin.Providers.Tests/Manager/ProviderManagerTests.cs b/tests/Jellyfin.Providers.Tests/Manager/ProviderManagerTests.cs
index 87e7a4b564..5749944fcd 100644
--- a/tests/Jellyfin.Providers.Tests/Manager/ProviderManagerTests.cs
+++ b/tests/Jellyfin.Providers.Tests/Manager/ProviderManagerTests.cs
@@ -576,7 +576,8 @@ namespace Jellyfin.Providers.Tests.Manager
                 baseItemManager!,
                 Mock.Of<ILyricManager>(),
                 Mock.Of<IMemoryCache>(),
-                Mock.Of<IMediaSegmentManager>());
+                Mock.Of<IMediaSegmentManager>(),
+                Mock.Of<ISimilarItemsManager>());
 
             return providerManager;
         }