diff --git a/src-tauri/Cargo.lock b/src-tauri/Cargo.lock
index 45296b2..fcfccab 100644
--- a/src-tauri/Cargo.lock
+++ b/src-tauri/Cargo.lock
@@ -3974,6 +3974,7 @@ name = "stream-capture"
 version = "1.1.0"
 dependencies = [
  "anyhow",
+ "base64 0.22.1",
  "chrono",
  "futures-util",
  "regex",
diff --git a/src-tauri/Cargo.toml b/src-tauri/Cargo.toml
index b26c61a..b16a605 100644
--- a/src-tauri/Cargo.toml
+++ b/src-tauri/Cargo.toml
@@ -19,6 +19,7 @@ tauri-plugin-dialog = "2"
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
 reqwest = { version = "0.12", features = ["json", "rustls-tls", "stream"] }
+base64 = "0.22"
 tokio = { version = "1", features = ["full"] }
 anyhow = "1.0"
 chrono = { version = "0.4", features = ["serde"] }
diff --git a/src-tauri/src/commands.rs b/src-tauri/src/commands.rs
index 1b6b524..321b501 100644
--- a/src-tauri/src/commands.rs
+++ b/src-tauri/src/commands.rs
@@ -49,6 +49,28 @@ pub fn get_ffmpeg_version(app: AppHandle) -> Result<String, String> {
     binary_manager::get_ffmpeg_version(&app).map_err(|e| e.to_string())
 }
 
+#[tauri::command]
+pub async fn fetch_image(url: String) -> Result<String, String> {
+    use base64::{Engine as _, engine::general_purpose};
+
+    let client = reqwest::Client::new();
+    let res = client.get(&url)
+        .header("User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36")
+        .send()
+        .await
+        .map_err(|e| e.to_string())?;
+
+    let bytes = res.bytes().await.map_err(|e| e.to_string())?;
+    
+    // Convert to base64
+    let b64 = general_purpose::STANDARD.encode(&bytes);
+    
+    // Simple heuristic for mime type
+    let mime = if url.to_lowercase().ends_with(".png") { "image/png" } else { "image/jpeg" };
+    
+    Ok(format!("data:{};base64,{}", mime, b64))
+}
+
 #[tauri::command]
 pub async fn fetch_metadata(app: AppHandle, url: String, parse_mix_playlist: bool) -> Result<downloader::MetadataResult, String> {
     downloader::fetch_metadata(&app, &url, parse_mix_playlist).await.map_err(|e| e.to_string())
diff --git a/src-tauri/src/lib.rs b/src-tauri/src/lib.rs
index 6e31ad5..6d567cd 100644
--- a/src-tauri/src/lib.rs
+++ b/src-tauri/src/lib.rs
@@ -17,6 +17,7 @@ pub fn run() {
             commands::get_ytdlp_version,
             commands::get_quickjs_version,
             commands::get_ffmpeg_version,
+            commands::fetch_image,
             commands::fetch_metadata,
             commands::start_download,
             commands::get_settings,
diff --git a/src/views/Home.vue b/src/views/Home.vue
index 72a2de7..d8885db 100644
--- a/src/views/Home.vue
+++ b/src/views/Home.vue
@@ -61,6 +61,38 @@ watch(() => analysisStore.options.is_audio_only, () => {
     analysisStore.options.output_format = 'original'
 })
 
+async function processThumbnail(url: string | undefined): Promise<string | undefined> {
+    if (!url) return undefined;
+    // Check if it's an Instagram URL or similar that needs proxying
+    if (url.includes('instagram.com') || url.includes('fbcdn.net') || url.includes('cdninstagram.com')) {
+        try {
+            return await invoke<string>('fetch_image', { url });
+        } catch (e) {
+            console.warn('Thumbnail fetch failed, falling back to URL', e);
+            return url;
+        }
+    }
+    return url;
+}
+
+async function processMetadataThumbnails(metadata: any) {
+    if (!metadata) return;
+    
+    // Process single video thumbnail
+    if (metadata.thumbnail) {
+        metadata.thumbnail = await processThumbnail(metadata.thumbnail);
+    }
+    
+    // Process playlist entries
+    if (metadata.entries && Array.isArray(metadata.entries)) {
+        await Promise.all(metadata.entries.map(async (entry: any) => {
+            if (entry.thumbnail) {
+                entry.thumbnail = await processThumbnail(entry.thumbnail);
+            }
+        }));
+    }
+}
+
 async function analyze() {
   if (!analysisStore.url) return
   analysisStore.loading = true
@@ -122,6 +154,9 @@ async function analyze() {
              throw new Error("所有链接解析失败或均为播放列表。");
         }
 
+        // Process thumbnails for batch results
+        await Promise.all(results.map(r => processMetadataThumbnails(r)));
+
         // Construct synthetic playlist
         analysisStore.metadata = {
             id: 'batch_download_' + Date.now(),
@@ -155,6 +190,8 @@ async function analyze() {
 
         const res = await invoke<any>('fetch_metadata', { url: urlToScan, parseMixPlaylist: parseMix })
         
+        await processMetadataThumbnails(res);
+        
         // Initialize selected state for playlist entries
         if (res.entries) {
             res.entries = res.entries.map((e: any) => ({ ...e, selected: true }))