diff --git a/src/components/Study.vue b/src/components/Study.vue
index c5efcb0..89dfdba 100644
--- a/src/components/Study.vue
+++ b/src/components/Study.vue
@@ -12,6 +12,7 @@ import {
   type PriorityWeights,
   type TaskApplication,
 } from "@/api/tasks";
+import { fetchTitles } from "@/utils/fetchTitle";
 
 interface TaskItem {
   title: string;
@@ -48,6 +49,18 @@ const selectedTask = computed(() =>
   tasks.value.find((item) => item.taskId === selectedTaskId.value) || null
 );
 
+// 多 URL 支持
+const urlList = computed(() => {
+  const raw = selectedTask.value?.materialURL || "";
+  return raw.split(/\r?\n/).map((s) => s.trim()).filter((s) => s.startsWith("http"));
+});
+const urlTitles = ref<string[]>([]);
+async function loadUrlTitles() {
+  const urls = urlList.value;
+  if (urls.length === 0) { urlTitles.value = []; return; }
+  urlTitles.value = await fetchTitles(urls);
+}
+
 const formatEffectiveTime = (seconds: number): string => {
   if (!seconds || seconds <= 0) return "0分钟";
   const hours = Math.floor(seconds / 3600);
@@ -154,8 +167,10 @@ watch(selectedTaskId, (newId) => {
   if (task) {
     loadTaskStats(task.taskNum);
     loadTaskApplications(task.taskNum);
+    loadUrlTitles();
   } else {
     taskApplications.value = [];
+    urlTitles.value = [];
   }
 });
 
@@ -298,14 +313,13 @@ onMounted(() => {
 
             <div class="detail-block">
               <p class="label">学习材料</p>
-              <el-link
-                v-if="selectedTask.materialURL"
-                :href="selectedTask.materialURL"
-                target="_blank"
-                type="primary"
-              >
-                {{ selectedTask.materialURL }}
-              </el-link>
+              <div v-if="urlList.length > 0" class="material-list">
+                <div v-for="(url, i) in urlList" :key="i" class="material-item">
+                  <el-link :href="url" target="_blank" type="success">
+                    {{ urlTitles[i] || url }}
+                  </el-link>
+                </div>
+              </div>
               <p v-else class="empty-text">暂未填写材料地址</p>
             </div>
 
@@ -559,6 +573,21 @@ onMounted(() => {
   color: var(--text-secondary);
 }
 
+.material-list {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.material-item {
+  padding: 4px 0;
+  word-break: break-all;
+}
+
+.material-item .el-link {
+  font-size: 13px;
+}
+
 .stats-grid {
   display: grid;
   grid-template-columns: repeat(2, 1fr);
diff --git a/src/components/TaskForm.vue b/src/components/TaskForm.vue
index c3efc70..a04b375 100644
--- a/src/components/TaskForm.vue
+++ b/src/components/TaskForm.vue
@@ -239,7 +239,7 @@ const isMobile = computed(() => screenWidth.value <= 900);
           <el-input v-model="taskDescription" type="textarea" :rows="5" placeholder="请输入任务描述" />
         </el-form-item>
         <el-form-item label="学习材料地址">
-          <el-input v-model="materialURL" placeholder="例如：https://..." />
+          <el-input v-model="materialURL" type="textarea" :rows="3" placeholder="每行输入一个链接&#10;例如：https://vuejs.org/guide&#10;https://github.com/vuejs/core" />
         </el-form-item>
       </div>
 
diff --git a/src/utils/fetchTitle.ts b/src/utils/fetchTitle.ts
new file mode 100644
index 0000000..85a5b09
--- /dev/null
+++ b/src/utils/fetchTitle.ts
@@ -0,0 +1,36 @@
+/**
+ * 网页标题抓取工具。
+ * 调用 lpt-ai 的 /fetch-title 接口获取 URL 对应的 <title> 标签内容。
+ *
+ * 设计要点：
+ * - 内存缓存避免同页面重复请求
+ * - 失败时回退到 URL 本身
+ * - 仅在 lpt-ai 运行时可用
+ */
+
+const LPT_AI_URL = "http://localhost:5199";
+
+const titleCache: Record<string, string> = {};
+
+export async function fetchTitle(url: string): Promise<string> {
+  if (titleCache[url]) return titleCache[url];
+  try {
+    const res = await fetch(`${LPT_AI_URL}/fetch-title`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ url }),
+      signal: AbortSignal.timeout(12_000),
+    });
+    if (!res.ok) return url;
+    const data = await res.json();
+    titleCache[url] = data.title || url;
+    return titleCache[url];
+  } catch {
+    return url;
+  }
+}
+
+/** 批量获取标题 */
+export async function fetchTitles(urls: string[]): Promise<string[]> {
+  return Promise.all(urls.map((url) => fetchTitle(url)));
+}