diff --git a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/FirefoxBookmarkLoader.cs b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/FirefoxBookmarkLoader.cs
index 769407683..a0a640421 100644
--- a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/FirefoxBookmarkLoader.cs
+++ b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/FirefoxBookmarkLoader.cs
@@ -82,7 +82,6 @@ public abstract class FirefoxBookmarkLoaderBase : IBookmarkLoader
             {
                 LoadFaviconsFromDb(faviconDbPath, bookmarks);
             }
-
             // https://github.com/dotnet/efcore/issues/26580
             SqliteConnection.ClearPool(dbConnection);
             dbConnection.Close();
@@ -168,14 +167,14 @@ public abstract class FirefoxBookmarkLoaderBase : IBookmarkLoader
                         }
                         else
                         {
-                            // 변환 실패 시 빈 문자열 설정 (기본 아이콘 사용)
+                            // Set empty string on conversion failure (will use default icon)
                             bookmark.FaviconPath = string.Empty;
                             continue;
                         }
                     }
                     else
                     {
-                        // PNG는 그대로 저장
+                        // Save PNG directly
                         SaveBitmapData(imageData, faviconPath);
                     }
                 }
@@ -208,37 +207,58 @@ public abstract class FirefoxBookmarkLoaderBase : IBookmarkLoader
     }
 }
 
-private byte[] ConvertSvgToPng(byte[] svgData)
-{
-    try
+    private byte[] ConvertSvgToPng(byte[] svgData)
     {
-        using var memoryStream = new MemoryStream();
-        // 메모리에 SVG 데이터 로드
-        using (var image = new ImageMagick.MagickImage(svgData))
+        try
         {
-            // 적절한 크기로 리사이징 (32x32가 일반적인 파비콘 크기)
-            image.Resize(32, 32);
-            // PNG 형식으로 변환하여 메모리 스트림에 저장
-            image.Format = ImageMagick.MagickFormat.Png;
-            image.Write(memoryStream);
-        }
+            // Create SKSvg object from SVG data
+            using var stream = new MemoryStream(svgData);
+            var svg = new SkiaSharp.Extended.Svg.SKSvg();
+            svg.Load(stream);
+
+            // Set default values if SVG size is invalid or missing
+            float width = svg.Picture.CullRect.Width > 0 ? svg.Picture.CullRect.Width : 32;
+            float height = svg.Picture.CullRect.Height > 0 ? svg.Picture.CullRect.Height : 32;
         
-        return memoryStream.ToArray();
+            // Calculate scale for 32x32 favicon size
+            float scaleX = 32 / width;
+            float scaleY = 32 / height;
+            float scale = Math.Min(scaleX, scaleY);
+        
+            // Calculate final image dimensions (maintaining aspect ratio)
+            int finalWidth = (int)(width * scale);
+            int finalHeight = (int)(height * scale);
+        
+            // Render to PNG
+            using var surface = SkiaSharp.SKSurface.Create(new SkiaSharp.SKImageInfo(finalWidth, finalHeight));
+            var canvas = surface.Canvas;
+        
+            // Set transparent background
+            canvas.Clear(SkiaSharp.SKColors.Transparent);
+        
+            // Draw SVG (scaled to fit)
+            canvas.Scale(scale);
+            canvas.DrawPicture(svg.Picture);
+        
+            // Extract image data
+            using var image = surface.Snapshot();
+            using var data = image.Encode(SkiaSharp.SKEncodedImageFormat.Png, 100);
+            return data.ToArray();
+        }
+        catch (Exception ex)
+        {
+            Log.Exception("SVG to PNG conversion failed", ex);
+            return null;
+        }
     }
-    catch (Exception ex)
-    {
-        Log.Exception("SVG to PNG conversion failed", ex);
-        return null;
-    }
-}
 
     private static bool IsSvgData(byte[] data)
     {
         if (data == null || data.Length < 5)
             return false;
 
-        // SVG 파일 시그니처 확인
-        // ASCII로 시작하는 SVG XML 헤더 확인
+        // Check SVG file signature
+        // Verify SVG XML header starting with ASCII
         string header = System.Text.Encoding.ASCII.GetString(data, 0, Math.Min(data.Length, 200)).ToLower();
 
         return header.Contains("<svg") ||
diff --git a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Flow.Launcher.Plugin.BrowserBookmark.csproj b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Flow.Launcher.Plugin.BrowserBookmark.csproj
index 5b54ef026..2b6954d7d 100644
--- a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Flow.Launcher.Plugin.BrowserBookmark.csproj
+++ b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Flow.Launcher.Plugin.BrowserBookmark.csproj
@@ -95,8 +95,9 @@
   </ItemGroup>
 
   <ItemGroup>
-    <PackageReference Include="Magick.NET-Q8-AnyCPU" Version="14.5.0" />
     <PackageReference Include="Microsoft.Data.Sqlite" Version="9.0.3" />
+    <PackageReference Include="SkiaSharp" Version="3.116.1" />
+    <PackageReference Include="SkiaSharp.Svg" Version="1.60.0" />
   </ItemGroup>
 
 </Project>
diff --git a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml
index f1bb242ea..014deff03 100644
--- a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml
+++ b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml
@@ -31,10 +31,6 @@
                     Margin="0,0,15,0"
                     Click="Others_Click"
                     Content="{DynamicResource flowlauncher_plugin_browserbookmark_others}" />
-                <Button
-                    Margin="0,0,15,0"
-                    Click="RemoveFaviconCache_Click"
-                    Content="Remove Favicon Cache" />
             </StackPanel>
             <StackPanel Name="CustomBrowsersList" Visibility="Collapsed">
                 <ListView
diff --git a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml.cs b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml.cs
index d007c10dc..8584a3eb0 100644
--- a/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml.cs
+++ b/Plugins/Flow.Launcher.Plugin.BrowserBookmark/Views/SettingsControl.xaml.cs
@@ -16,16 +16,13 @@ namespace Flow.Launcher.Plugin.BrowserBookmark.Views;
 public partial class SettingsControl : INotifyPropertyChanged
 {
     public Settings Settings { get; }
-    private readonly PluginInitContext _context;
-    public SettingsControl(Settings settings)
-    {
-        // Settings 객체를 직접 받도록 수정
-        Settings = settings;
-        InitializeComponent();
-        DataContext = this;
-    }
     public CustomBrowser SelectedCustomBrowser { get; set; }
 
+    public SettingsControl(Settings settings)
+    {
+        Settings = settings;
+        InitializeComponent();
+    }
     public bool LoadChromeBookmark
     {
         get => Settings.LoadChromeBookmark;
@@ -123,62 +120,4 @@ public partial class SettingsControl : INotifyPropertyChanged
             _ = Task.Run(() => Main.ReloadAllBookmarks());
         }
     }
-    private void RemoveFaviconCache_Click(object sender, RoutedEventArgs e)
-    {
-        try
-        {
-            // 플러그인 디렉토리 경로 가져오기
-            var pluginDir = Main.GetPluginDirectory();
-            if (string.IsNullOrEmpty(pluginDir))
-            {
-                MessageBox.Show("플러그인 디렉토리를 찾을 수 없습니다.", "오류", MessageBoxButton.OK, MessageBoxImage.Error);
-                return;
-            }
-
-            // 파비콘 캐시 디렉토리 경로 지정
-            string cacheDir = Path.Combine(pluginDir, "Images", "Favicons");
-        
-            // 디렉토리 존재 확인 및 생성
-            if (!Directory.Exists(cacheDir))
-            {
-                MessageBox.Show("파비콘 캐시 디렉토리가 존재하지 않습니다. 캐시가 비어있거나 아직 생성되지 않았을 수 있습니다.", "알림", MessageBoxButton.OK, MessageBoxImage.Information);
-                return;
-            }
-
-            // 파일 수 확인
-            var files = Directory.GetFiles(cacheDir);
-            if (files.Length == 0)
-            {
-                MessageBox.Show("파비콘 캐시가 이미 비어 있습니다.", "알림", MessageBoxButton.OK, MessageBoxImage.Information);
-                return;
-            }
-
-            // 디렉토리 내 모든 파일 삭제
-            int deletedCount = 0;
-            foreach (var file in files)
-            {
-                try
-                {
-                    File.Delete(file);
-                    deletedCount++;
-                }
-                catch (Exception ex)
-                {
-                    Flow.Launcher.Infrastructure.Logger.Log.Exception(
-                        $"Failed to delete favicon cache file: {file}", ex);
-                }
-            }
-
-            // 북마크 다시 로드
-            Main.ReloadAllBookmarks();
-
-            // 완료 메시지 표시
-            MessageBox.Show($"{deletedCount}개의 파비콘 캐시 파일이 삭제되었습니다.", "캐시 삭제 완료", MessageBoxButton.OK, MessageBoxImage.Information);
-        }
-        catch (Exception ex)
-        {
-            Flow.Launcher.Infrastructure.Logger.Log.Exception("Failed to remove favicon cache", ex);
-            MessageBox.Show($"파비콘 캐시 삭제 중 오류가 발생했습니다: {ex.Message}", "오류", MessageBoxButton.OK, MessageBoxImage.Error);
-        }
-    }
 }