diff --git a/packages/backend/src/database/migrations.ts b/packages/backend/src/database/migrations.ts
index 4e49a41..3936a96 100644
--- a/packages/backend/src/database/migrations.ts
+++ b/packages/backend/src/database/migrations.ts
@@ -265,6 +265,24 @@ const definedMigrations: Migration[] = [
                 timestamp INTEGER NOT NULL DEFAULT (strftime('%s', 'now'))
             );
         `
+    },
+    {
+        id: 8,
+        name: 'Create favorite_paths table',
+        check: async (db: Database): Promise<boolean> => {
+            const tableAlreadyExists = await tableExists(db, 'favorite_paths');
+            return !tableAlreadyExists; // Only run if the table does NOT exist
+        },
+        sql: `
+            CREATE TABLE IF NOT EXISTS favorite_paths (
+                id INTEGER PRIMARY KEY AUTOINCREMENT,
+                name TEXT NULL,
+                path TEXT NOT NULL,
+                last_used_at INTEGER NULL;
+                created_at INTEGER NOT NULL DEFAULT (strftime('%s', 'now')),
+                updated_at INTEGER NOT NULL DEFAULT (strftime('%s', 'now'))
+            );
+        `
     }
 ];
 
diff --git a/packages/backend/src/database/schema.registry.ts b/packages/backend/src/database/schema.registry.ts
index 7e33455..201b745 100644
--- a/packages/backend/src/database/schema.registry.ts
+++ b/packages/backend/src/database/schema.registry.ts
@@ -74,6 +74,7 @@ export const tableDefinitions: TableDefinition[] = [
     { name: 'command_history', sql: schemaSql.createCommandHistoryTableSQL },
     { name: 'path_history', sql: schemaSql.createPathHistoryTableSQL },
     { name: 'quick_commands', sql: schemaSql.createQuickCommandsTableSQL },
+    { name: 'favorite_paths', sql: schemaSql.createFavoritePathsTableSQL }, // Added Favorite Paths table
 
     // Appearance related tables (often depend on others or have init logic)
     {
diff --git a/packages/backend/src/database/schema.ts b/packages/backend/src/database/schema.ts
index 55fe339..c67dfbc 100644
--- a/packages/backend/src/database/schema.ts
+++ b/packages/backend/src/database/schema.ts
@@ -239,4 +239,14 @@ CREATE TABLE IF NOT EXISTS appearance_settings (
     created_at INTEGER NOT NULL DEFAULT (strftime('%s', 'now')),
     updated_at INTEGER NOT NULL DEFAULT (strftime('%s', 'now'))
 );
+`;
+export const createFavoritePathsTableSQL = `
+CREATE TABLE IF NOT EXISTS favorite_paths (
+    id INTEGER PRIMARY KEY AUTOINCREMENT,
+    name TEXT NULL, 
+    path TEXT NOT NULL, 
+    last_used_at INTEGER NULL, 
+    created_at INTEGER NOT NULL DEFAULT (strftime('%s', 'now')),
+    updated_at INTEGER NOT NULL DEFAULT (strftime('%s', 'now'))
+);
 `;
\ No newline at end of file
diff --git a/packages/backend/src/favorite-paths/favorite-paths.controller.ts b/packages/backend/src/favorite-paths/favorite-paths.controller.ts
new file mode 100644
index 0000000..2b1f69a
--- /dev/null
+++ b/packages/backend/src/favorite-paths/favorite-paths.controller.ts
@@ -0,0 +1,227 @@
+import { Request, Response } from 'express';
+import * as FavoritePathsService from '../services/favorite-paths.service';
+import { FavoritePathSortBy } from '../services/favorite-paths.service';
+
+/**
+ * 处理添加新收藏路径的请求
+ */
+export const createFavoritePath = async (req: Request, res: Response): Promise<void> => {
+    const { name, path } = req.body;
+
+    if (!path || typeof path !== 'string' || path.trim().length === 0) {
+        res.status(400).json({ message: '路径内容不能为空' });
+        return;
+    }
+    if (name !== null && typeof name !== 'string') {
+         res.status(400).json({ message: '名称必须是字符串或 null' });
+         return;
+    }
+
+    try {
+        const newId = await FavoritePathsService.addFavoritePath(name, path);
+        const newFavoritePath = await FavoritePathsService.getFavoritePathById(newId);
+        if (newFavoritePath) {
+            res.status(201).json({ message: '收藏路径已添加', favoritePath: newFavoritePath });
+        } else {
+             console.error(`[Controller] 添加收藏路径后未能找到 ID: ${newId}`);
+             res.status(201).json({ message: '收藏路径已添加，但无法检索新记录', id: newId });
+        }
+    } catch (error: any) {
+        console.error('[Controller] 添加收藏路径失败:', error.message);
+        res.status(500).json({ message: error.message || '无法添加收藏路径' });
+    }
+};
+
+/**
+ * 处理获取所有收藏路径的请求 (支持排序)
+ */
+export const getAllFavoritePaths = async (req: Request, res: Response): Promise<void> => {
+    const sortBy = req.query.sortBy as FavoritePathSortBy | undefined;
+    const validSortByOptions: FavoritePathSortBy[] = ['name', 'last_used_at'];
+    const validSortBy: FavoritePathSortBy = sortBy && validSortByOptions.includes(sortBy) ? sortBy : 'name';
+
+    try {
+        const favoritePaths = await FavoritePathsService.getAllFavoritePaths(validSortBy);
+        res.status(200).json(favoritePaths);
+    } catch (error: any) {
+        console.error('获取收藏路径控制器出错:', error);
+        res.status(500).json({ message: error.message || '无法获取收藏路径' });
+    }
+};
+
+/**
+ * 处理根据 ID 获取单个收藏路径的请求
+ */
+export const getFavoritePathById = async (req: Request, res: Response): Promise<void> => {
+    const id = parseInt(req.params.id, 10);
+
+    if (isNaN(id)) {
+        res.status(400).json({ message: '无效的 ID' });
+        return;
+    }
+
+    try {
+        const favoritePath = await FavoritePathsService.getFavoritePathById(id);
+        if (favoritePath) {
+            res.status(200).json(favoritePath);
+        } else {
+            res.status(404).json({ message: '未找到指定的收藏路径' });
+        }
+    } catch (error: any) {
+        console.error('获取单个收藏路径控制器出错:', error);
+        res.status(500).json({ message: error.message || '无法获取收藏路径' });
+    }
+};
+
+
+/**
+ * 处理更新收藏路径的请求
+ */
+export const updateFavoritePath = async (req: Request, res: Response): Promise<void> => {
+    const id = parseInt(req.params.id, 10);
+    const { name, path } = req.body;
+
+    if (isNaN(id)) {
+        res.status(400).json({ message: '无效的 ID' });
+        return;
+    }
+    if (!path || typeof path !== 'string' || path.trim().length === 0) {
+        res.status(400).json({ message: '路径内容不能为空' });
+        return;
+    }
+    if (name !== null && typeof name !== 'string') {
+         res.status(400).json({ message: '名称必须是字符串或 null' });
+         return;
+    }
+
+    try {
+        const success = await FavoritePathsService.updateFavoritePath(id, name, path);
+        if (success) {
+            const updatedFavoritePath = await FavoritePathsService.getFavoritePathById(id);
+            if (updatedFavoritePath) {
+                 res.status(200).json({ message: '收藏路径已更新', favoritePath: updatedFavoritePath });
+            } else {
+                 console.error(`[Controller] 更新收藏路径后未能找到 ID: ${id}`);
+                 res.status(200).json({ message: '收藏路径已更新，但无法检索更新后的记录' });
+            }
+        } else {
+            const pathExists = await FavoritePathsService.getFavoritePathById(id);
+            if (!pathExists) {
+                 res.status(404).json({ message: '未找到要更新的收藏路径' });
+            } else {
+                 console.error(`[Controller] 更新收藏路径 ${id} 失败，但路径存在。`);
+                 res.status(500).json({ message: '更新收藏路径时发生未知错误' });
+            }
+        }
+    } catch (error: any) {
+        console.error('更新收藏路径控制器出错:', error);
+        res.status(500).json({ message: error.message || '无法更新收藏路径' });
+    }
+};
+
+/**
+ * 处理删除收藏路径的请求
+ */
+export const deleteFavoritePath = async (req: Request, res: Response): Promise<void> => {
+    const id = parseInt(req.params.id, 10);
+
+    if (isNaN(id)) {
+        res.status(400).json({ message: '无效的 ID' });
+        return;
+    }
+
+    try {
+        const success = await FavoritePathsService.deleteFavoritePath(id);
+        if (success) {
+            res.status(200).json({ message: '收藏路径已删除' });
+        } else {
+            res.status(404).json({ message: '未找到要删除的收藏路径' });
+        }
+    } catch (error: any) {
+        console.error('删除收藏路径控制器出错:', error);
+        res.status(500).json({ message: error.message || '无法删除收藏路径' });
+    }
+};
+
+/**
+ * 处理更新收藏路径上次使用时间的请求
+ */
+export const incrementUsage = async (req: Request, res: Response): Promise<void> => {
+    const id = parseInt(req.params.id, 10);
+
+    if (isNaN(id)) {
+        res.status(400).json({ message: '无效的 ID' });
+        return;
+    }
+
+    try {
+        // 更新上次使用时间
+        const lastUsedSuccess = await FavoritePathsService.updateFavoritePathLastUsed(id);
+
+        if (lastUsedSuccess) {
+            const updatedPath = await FavoritePathsService.getFavoritePathById(id);
+            if (updatedPath) {
+                res.status(200).json({ message: '上次使用时间已更新', favoritePath: updatedPath });
+            } else {
+                 // 这种情况理论上不应该发生，因为 updateFavoritePathLastUsed 内部应该处理了路径不存在的情况
+                 // 收藏路径 (ID: ${id}) 上次使用时间已更新，但无法检索该路径。
+                 console.error(`[Controller] 收藏路径 (ID: ${id}) 上次使用时间已更新，但无法检索该路径。`);
+                 res.status(404).json({ message: '上次使用时间已更新，但无法检索更新后的收藏路径' });
+            }
+        } else {
+            // 更新失败，检查路径是否存在以提供更具体的错误信息
+            const pathExists = await FavoritePathsService.getFavoritePathById(id);
+            if (!pathExists) {
+                res.status(404).json({ message: '未找到要更新上次使用时间的收藏路径' });
+            } else {
+                // 路径存在，但更新操作失败
+                console.warn(`[Controller] 尝试更新收藏路径 (ID: ${id}) 的上次使用时间失败，但路径存在。`);
+                res.status(500).json({ message: '更新上次使用时间失败' });
+            }
+        }
+    } catch (error: any) {
+        console.error('更新收藏路径上次使用时间控制器出错:', error);
+        res.status(500).json({ message: error.message || '无法更新上次使用时间' });
+    }
+};
+
+/**
+ * 处理更新收藏路径上次使用时间戳的请求 (PUT)
+ */
+export const updateLastUsedTimestamp = async (req: Request, res: Response): Promise<void> => {
+    const id = parseInt(req.params.id, 10);
+
+    if (isNaN(id)) {
+        res.status(400).json({ message: '无效的 ID' });
+        return;
+    }
+
+    try {
+        // 更新上次使用时间
+        const success = await FavoritePathsService.updateFavoritePathLastUsed(id);
+
+        if (success) {
+            const updatedPath = await FavoritePathsService.getFavoritePathById(id);
+            if (updatedPath) {
+                res.status(200).json({ message: '上次使用时间戳已更新', favoritePath: updatedPath });
+            } else {
+                 // 这种情况理论上不应该发生，因为 updateFavoritePathLastUsed 内部应该处理了路径不存在的情况
+                 console.error(`[Controller] 收藏路径 (ID: ${id}) 上次使用时间戳已更新，但无法检索该路径。`);
+                 res.status(404).json({ message: '上次使用时间戳已更新，但无法检索更新后的收藏路径' });
+            }
+        } else {
+            // 更新失败，检查路径是否存在以提供更具体的错误信息
+            const pathExists = await FavoritePathsService.getFavoritePathById(id);
+            if (!pathExists) {
+                res.status(404).json({ message: '未找到要更新上次使用时间戳的收藏路径' });
+            } else {
+                // 路径存在，但更新操作失败
+                console.warn(`[Controller] 尝试更新收藏路径 (ID: ${id}) 的上次使用时间戳失败，但路径存在。`);
+                res.status(500).json({ message: '更新上次使用时间戳失败' });
+            }
+        }
+    } catch (error: any) {
+        console.error('更新收藏路径上次使用时间戳控制器出错:', error);
+        res.status(500).json({ message: error.message || '无法更新上次使用时间戳' });
+    }
+};
\ No newline at end of file
diff --git a/packages/backend/src/favorite-paths/favorite-paths.routes.ts b/packages/backend/src/favorite-paths/favorite-paths.routes.ts
new file mode 100644
index 0000000..6693d00
--- /dev/null
+++ b/packages/backend/src/favorite-paths/favorite-paths.routes.ts
@@ -0,0 +1,18 @@
+import { Router } from 'express';
+import * as FavoritePathsController from './favorite-paths.controller';
+import { isAuthenticated } from '../auth/auth.middleware';
+
+const router = Router();
+
+// 应用认证中间件，确保所有路径收藏相关的API都需要用户认证
+router.use(isAuthenticated);
+
+// 定义路由
+router.post('/', FavoritePathsController.createFavoritePath); // POST /api/favorite-paths
+router.get('/', FavoritePathsController.getAllFavoritePaths); // GET /api/favorite-paths?sortBy=name|usage_count
+router.get('/:id', FavoritePathsController.getFavoritePathById); // GET /api/favorite-paths/:id
+router.put('/:id', FavoritePathsController.updateFavoritePath); // PUT /api/favorite-paths/:id
+router.delete('/:id', FavoritePathsController.deleteFavoritePath); // DELETE /api/favorite-paths/:id
+router.put('/:id/update-last-used', FavoritePathsController.updateLastUsedTimestamp); // PUT /api/favorite-paths/:id/update-last-used
+
+export default router;
\ No newline at end of file
diff --git a/packages/backend/src/index.ts b/packages/backend/src/index.ts
index a467e5e..2414c16 100644
--- a/packages/backend/src/index.ts
+++ b/packages/backend/src/index.ts
@@ -55,6 +55,7 @@ import quickCommandTagRoutes from './quick-command-tags/quick-command-tag.routes
 import sshSuspendRouter from './ssh-suspend/ssh-suspend.routes';
 import { transfersRoutes } from './transfers/transfers.routes';
 import pathHistoryRoutes from './path-history/path-history.routes';
+import favoritePathsRouter from './favorite-paths/favorite-paths.routes';
 import { initializeWebSocket } from './websocket';
 import { ipWhitelistMiddleware } from './auth/ipWhitelist.middleware';
 
@@ -261,6 +262,7 @@ const startServer = () => {
     app.use('/api/v1/ssh-suspend', sshSuspendRouter); 
     app.use('/api/v1/transfers', transfersRoutes());
     app.use('/api/v1/path-history', pathHistoryRoutes);
+    app.use('/api/v1/favorite-paths', favoritePathsRouter);
     
     // 状态检查接口
     app.get('/api/v1/status', (req: Request, res: Response) => {
diff --git a/packages/backend/src/repositories/favorite-paths.repository.ts b/packages/backend/src/repositories/favorite-paths.repository.ts
new file mode 100644
index 0000000..1d6ea45
--- /dev/null
+++ b/packages/backend/src/repositories/favorite-paths.repository.ts
@@ -0,0 +1,123 @@
+import { getDbInstance, runDb, getDb as getDbRow, allDb } from '../database/connection';
+
+// 定义收藏路径接口
+export interface FavoritePath {
+    id: number;
+    name: string | null; // 名称可选
+    path: string;
+    last_used_at?: number | null; // 上次使用时间，允许为空
+    created_at: number; // Unix 时间戳 (秒)
+    updated_at: number; // Unix 时间戳 (秒)
+}
+
+/**
+ * 添加一条新的收藏路径
+ * @param name - 路径名称 (可选)
+ * @param path - 路径内容
+ * @returns 返回插入记录的 ID
+ */
+export const addFavoritePath = async (name: string | null, path: string): Promise<number> => {
+    const sql = `INSERT INTO favorite_paths (name, path, created_at, updated_at) VALUES (?, ?, strftime('%s', 'now'), strftime('%s', 'now'))`;
+    try {
+        const db = await getDbInstance();
+        const result = await runDb(db, sql, [name, path]);
+        if (typeof result.lastID !== 'number' || result.lastID <= 0) {
+             throw new Error('添加收藏路径后未能获取有效的 lastID');
+        }
+        return result.lastID;
+    } catch (err: any) {
+        console.error('添加收藏路径时出错:', err.message);
+        throw new Error('无法添加收藏路径');
+    }
+};
+
+/**
+ * 更新指定的收藏路径
+ * @param id - 要更新的记录 ID
+ * @param name - 新的路径名称 (可选)
+ * @param path - 新的路径内容
+ * @returns 返回是否成功更新 (true/false)
+ */
+export const updateFavoritePath = async (id: number, name: string | null, path: string): Promise<boolean> => {
+    const sql = `UPDATE favorite_paths SET name = ?, path = ?, updated_at = strftime('%s', 'now') WHERE id = ?`;
+    try {
+        const db = await getDbInstance();
+        const result = await runDb(db, sql, [name, path, id]);
+        return result.changes > 0;
+    } catch (err: any) {
+        console.error('更新收藏路径时出错:', err.message);
+        throw new Error('无法更新收藏路径');
+    }
+};
+
+/**
+ * 根据 ID 删除指定的收藏路径
+ * @param id - 要删除的记录 ID
+ * @returns 返回是否成功删除 (true/false)
+ */
+export const deleteFavoritePath = async (id: number): Promise<boolean> => {
+    const sql = `DELETE FROM favorite_paths WHERE id = ?`;
+    try {
+        const db = await getDbInstance();
+        const result = await runDb(db, sql, [id]);
+        return result.changes > 0;
+    } catch (err: any) {
+        console.error('删除收藏路径时出错:', err.message);
+        throw new Error('无法删除收藏路径');
+    }
+};
+
+/**
+ * 获取所有收藏路径
+ * @param sortBy - 排序字段 ('name' 或 'usage_count')
+ * @returns 返回包含所有收藏路径条目的数组
+ */
+export const getAllFavoritePaths = async (sortBy: 'name' | 'last_used_at' = 'name'): Promise<FavoritePath[]> => {
+    let orderByClause = 'ORDER BY name ASC'; // 默认按名称升序
+    if (sortBy === 'last_used_at') {
+        orderByClause = 'ORDER BY last_used_at DESC, name ASC'; // 按上次使用时间降序，同时间的按名称升序
+    }
+    const sql = `SELECT id, name, path, last_used_at, created_at, updated_at FROM favorite_paths ${orderByClause}`;
+    try {
+        const db = await getDbInstance();
+        const rows = await allDb<FavoritePath>(db, sql);
+        return rows;
+    } catch (err: any) {
+        console.error('获取收藏路径时出错:', err.message);
+        throw new Error('无法获取收藏路径');
+    }
+};
+
+/**
+ * 更新指定收藏路径的上次使用时间
+ * @param id - 要更新的记录 ID
+ * @returns 返回是否成功更新 (true/false)
+ */
+export const updateFavoritePathLastUsedAt = async (id: number): Promise<boolean> => {
+    const sql = `UPDATE favorite_paths SET last_used_at = strftime('%s', 'now'), updated_at = strftime('%s', 'now') WHERE id = ?`;
+    try {
+        const db = await getDbInstance();
+        const result = await runDb(db, sql, [id]);
+        return result.changes > 0;
+    } catch (err: any) {
+        console.error('更新收藏路径上次使用时间时出错:', err.message);
+        throw new Error('无法更新收藏路径上次使用时间');
+    }
+};
+
+/**
+ * 根据 ID 查找收藏路径
+ * @param id - 要查找的记录 ID
+ * @returns 返回找到的收藏路径条目，如果未找到则返回 undefined
+ */
+export const findFavoritePathById = async (id: number): Promise<FavoritePath | undefined> => {
+    const sql = `SELECT id, name, path, last_used_at, created_at, updated_at FROM favorite_paths WHERE id = ?`;
+    try {
+        const db = await getDbInstance();
+        const row = await getDbRow<FavoritePath>(db, sql, [id]);
+        return row;
+    } catch (err: any) {
+        console.error('查找收藏路径时出错:', err.message);
+        throw new Error('无法查找收藏路径');
+    }
+};
\ No newline at end of file
diff --git a/packages/backend/src/services/favorite-paths.service.ts b/packages/backend/src/services/favorite-paths.service.ts
new file mode 100644
index 0000000..877a81d
--- /dev/null
+++ b/packages/backend/src/services/favorite-paths.service.ts
@@ -0,0 +1,75 @@
+import * as FavoritePathsRepository from '../repositories/favorite-paths.repository';
+import { FavoritePath } from '../repositories/favorite-paths.repository';
+
+// 定义排序类型
+export type FavoritePathSortBy = 'name' | 'last_used_at';
+
+/**
+ * 添加收藏路径
+ * @param name - 路径名称 (可选)
+ * @param path - 路径内容
+ * @returns 返回添加记录的 ID
+ */
+export const addFavoritePath = async (name: string | null, path: string): Promise<number> => {
+    if (!path || path.trim().length === 0) {
+        throw new Error('路径内容不能为空');
+    }
+    // 如果 name 是空字符串，则视为 null
+    const finalName = name && name.trim().length > 0 ? name.trim() : null;
+    const favoritePathId = await FavoritePathsRepository.addFavoritePath(finalName, path.trim());
+    return favoritePathId;
+};
+
+/**
+ * 更新收藏路径
+ * @param id - 要更新的记录 ID
+ * @param name - 新的路径名称 (可选)
+ * @param path - 新的路径内容
+ * @returns 返回是否成功更新 (更新行数 > 0)
+ */
+export const updateFavoritePath = async (id: number, name: string | null, path: string): Promise<boolean> => {
+    if (!path || path.trim().length === 0) {
+        throw new Error('路径内容不能为空');
+    }
+    const finalName = name && name.trim().length > 0 ? name.trim() : null;
+    const pathUpdated = await FavoritePathsRepository.updateFavoritePath(id, finalName, path.trim());
+    return pathUpdated;
+};
+
+/**
+ * 删除收藏路径
+ * @param id - 要删除的记录 ID
+ * @returns 返回是否成功删除 (删除行数 > 0)
+ */
+export const deleteFavoritePath = async (id: number): Promise<boolean> => {
+    const changes = await FavoritePathsRepository.deleteFavoritePath(id);
+    return changes;
+};
+
+/**
+ * 获取所有收藏路径，并按指定方式排序
+ * @param sortBy - 排序字段 ('name' 或 'usage_count')
+ * @returns 返回排序后的收藏路径数组
+ */
+export const getAllFavoritePaths = async (sortBy: FavoritePathSortBy = 'name'): Promise<FavoritePath[]> => {
+    return FavoritePathsRepository.getAllFavoritePaths(sortBy);
+};
+
+/**
+ * 更新收藏路径的上次使用时间
+ * @param id - 收藏路径的ID
+ * @returns Promise<boolean> - 操作是否成功
+ */
+export const updateFavoritePathLastUsed = async (id: number): Promise<boolean> => {
+    // 未来可能在这里添加额外的业务逻辑或验证
+    return FavoritePathsRepository.updateFavoritePathLastUsedAt(id);
+};
+
+/**
+ * 根据 ID 获取单个收藏路径
+ * @param id - 记录 ID
+ * @returns 返回找到的收藏路径，或 undefined
+ */
+export const getFavoritePathById = async (id: number): Promise<FavoritePath | undefined> => {
+    return FavoritePathsRepository.findFavoritePathById(id);
+};
\ No newline at end of file
diff --git a/packages/frontend/src/components/AddEditFavoritePathForm.vue b/packages/frontend/src/components/AddEditFavoritePathForm.vue
new file mode 100644
index 0000000..e2a2d25
--- /dev/null
+++ b/packages/frontend/src/components/AddEditFavoritePathForm.vue
@@ -0,0 +1,171 @@
+<script setup lang="ts">
+import { ref, watch, computed, type PropType } from 'vue';
+import { useI18n } from 'vue-i18n';
+import { useFavoritePathsStore, type FavoritePathItem } from '../stores/favoritePaths.store';
+
+const props = defineProps({
+  isVisible: {
+    type: Boolean,
+    required: true,
+  },
+  pathData: {
+    type: Object as PropType<FavoritePathItem | null>,
+    default: null,
+  },
+});
+
+const emit = defineEmits(['close', 'saveSuccess']);
+
+const { t } = useI18n();
+const favoritePathsStore = useFavoritePathsStore();
+
+const form = ref({
+  id: '',
+  path: '',
+  name: '',
+});
+
+const isEditMode = computed(() => !!props.pathData?.id);
+const isLoading = ref(false);
+const errorMessage = ref<string | null>(null);
+
+
+watch(() => props.isVisible, (newValue) => {
+  if (newValue) {
+    errorMessage.value = null; // Reset error on open
+    if (props.pathData) {
+      form.value = { 
+        id: props.pathData.id, 
+        path: props.pathData.path, 
+        name: props.pathData.name || '' 
+      };
+    } else {
+      form.value = { id: '', path: '', name: '' };
+    }
+  }
+}, { immediate: true });
+
+const validateForm = (): boolean => {
+  if (!form.value.path.trim()) {
+    errorMessage.value = t('favoritePaths.addEditForm.validation.pathRequired', 'Path is required.');
+    return false;
+  }
+  // Add other validation rules if needed
+  errorMessage.value = null;
+  return true;
+};
+
+const handleSubmit = async () => {
+  if (!validateForm()) {
+    return;
+  }
+  isLoading.value = true;
+  errorMessage.value = null;
+  try {
+    if (isEditMode.value && form.value.id) {
+      await favoritePathsStore.updateFavoritePath(form.value.id, {
+        path: form.value.path,
+        name: form.value.name || undefined, // Send undefined if empty to allow backend to handle
+      }, t);
+    } else {
+      await favoritePathsStore.addFavoritePath({
+        path: form.value.path,
+        name: form.value.name || undefined,
+      }, t);
+    }
+    emit('saveSuccess');
+    closeModal();
+  } catch (error: any) {
+    console.error('Error saving favorite path:', error);
+    errorMessage.value = error.message || t('favoritePaths.addEditForm.errors.genericSaveError', 'Failed to save favorite path.');
+    // Notification is usually handled by the store, but we can show a local error too.
+  } finally {
+    isLoading.value = false;
+  }
+};
+
+const closeModal = () => {
+  if (!isLoading.value) { // Prevent closing while loading
+    emit('close');
+  }
+};
+</script>
+
+<template>
+  <div 
+    v-if="isVisible" 
+    class="fixed inset-0 z-[60] flex items-center justify-center bg-[var(--overlay-bg-color)]"
+    @click.self="closeModal"
+  >
+    <div class="bg-background text-foreground shadow-xl rounded-lg w-full max-w-md flex flex-col overflow-hidden m-4 p-6">
+      <!-- Header -->
+      <h2 class="m-0 mb-6 text-center text-xl font-semibold">
+        {{ isEditMode ? t('favoritePaths.addEditForm.editTitle', 'Edit Favorite Path') : t('favoritePaths.addEditForm.addTitle', 'Add New Favorite Path') }}
+      </h2>
+
+      <!-- Form Body -->
+      <form @submit.prevent="handleSubmit" class="space-y-4 flex-grow overflow-y-auto">
+       
+        <div>
+          <label for="favPath-name" class="block text-sm font-medium text-text-secondary mb-1">
+            {{ t('favoritePaths.addEditForm.nameLabel', 'Name (Optional)') }}
+          </label>
+          <input
+            id="favPath-name"
+            type="text"
+            v-model="form.name"
+            :disabled="isLoading"
+            class="w-full bg-input border border-border rounded-md px-3 py-2 text-sm outline-none focus:border-primary focus:ring-1 focus:ring-primary transition-colors"
+            :placeholder="t('favoritePaths.addEditForm.namePlaceholder', 'My Documents')"
+          />
+        </div>
+        <div>
+          <label for="favPath-path" class="block text-sm font-medium text-text-secondary mb-1">
+            {{ t('favoritePaths.addEditForm.pathLabel', 'Path') }}
+            <span class="text-danger ml-0.5">*</span>
+          </label>
+          <input
+            id="favPath-path"
+            type="text"
+            v-model="form.path"
+            required
+            :disabled="isLoading"
+            class="w-full bg-input border border-border rounded-md px-3 py-2 text-sm outline-none focus:border-primary focus:ring-1 focus:ring-primary transition-colors"
+            :placeholder="t('favoritePaths.addEditForm.pathPlaceholder', '/example/folder/path')"
+          />
+        </div>
+
+        <div v-if="errorMessage" class="text-danger text-sm p-2 bg-danger/10 rounded-md">
+          {{ errorMessage }}
+        </div>
+      </form>
+
+      <!-- Footer -->
+      <div class="flex justify-end mt-8 pt-4 border-t border-border/50">
+        <!-- Secondary/Cancel Button -->
+        <button
+          type="button"
+          @click="closeModal"
+          :disabled="isLoading"
+          class="py-2 px-5 rounded-lg text-sm font-medium transition-colors duration-150 bg-background border border-border/50 text-text-secondary hover:bg-border hover:text-foreground mr-3">
+          {{ t('common.cancel', 'Cancel') }}
+        </button>
+        <!-- Primary/Submit Button -->
+        <button
+          type="submit"
+          @click="handleSubmit"
+          :disabled="isLoading || !form.path.trim()"
+          class="py-2 px-5 rounded-lg text-sm font-semibold transition-colors duration-150 bg-primary text-white border-none shadow-md hover:bg-primary-dark focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary disabled:bg-gray-400 disabled:opacity-70 disabled:cursor-not-allowed">
+          {{ isLoading ? t('common.saving', 'Saving...') : t('common.save', 'Save') }}
+        </button>
+      </div>
+    </div>
+  </div>
+</template>
+
+<style scoped>
+/* Styles are primarily Tailwind based */
+.bg-background-hover:hover {
+  background-color: var(--color-bg-hover); /* Ensure this CSS variable is defined globally or in Tailwind config */
+}
+</style>
\ No newline at end of file
diff --git a/packages/frontend/src/components/FavoritePathsModal.vue b/packages/frontend/src/components/FavoritePathsModal.vue
new file mode 100644
index 0000000..fb0cc47
--- /dev/null
+++ b/packages/frontend/src/components/FavoritePathsModal.vue
@@ -0,0 +1,283 @@
+<script setup lang="ts">
+import { ref, computed, onMounted, watch, onBeforeUnmount, nextTick, type PropType } from 'vue';
+import { useI18n } from 'vue-i18n';
+import { useFavoritePathsStore, type FavoritePathItem } from '../stores/favoritePaths.store';
+import { useSessionStore } from '../stores/session.store';
+import AddEditFavoritePathForm from './AddEditFavoritePathForm.vue';
+
+const PADDING = 8; // px
+
+const props = defineProps({
+  isVisible: {
+    type: Boolean,
+    required: true,
+  },
+  triggerElement: {
+    type: Object as PropType<HTMLElement | null>,
+    default: null,
+  },
+});
+
+const emit = defineEmits(['close', 'navigateToPath']);
+
+const { t } = useI18n();
+const favoritePathsStore = useFavoritePathsStore();
+const sessionStore = useSessionStore();
+
+const searchTerm = ref('');
+const showAddEditModal = ref(false);
+const editingPathItem = ref<FavoritePathItem | null>(null);
+const modalContentRef = ref<HTMLElement | null>(null);
+const modalStyle = ref<Record<string, string>>({});
+
+
+const filteredPaths = computed(() => {
+  if (!searchTerm.value) {
+    return favoritePathsStore.favoritePaths;
+  }
+  const lowerSearchTerm = searchTerm.value.toLowerCase();
+  return favoritePathsStore.favoritePaths.filter(
+    (p) =>
+      p.path.toLowerCase().includes(lowerSearchTerm) ||
+      (p.name && p.name.toLowerCase().includes(lowerSearchTerm))
+  );
+});
+
+// Computed property for sort button icon and title
+const currentSortBy = computed(() => favoritePathsStore.currentSortBy);
+
+const sortButtonIcon = computed(() => {
+  return currentSortBy.value === 'name' ? 'fas fa-sort-alpha-down' : 'fas fa-clock';
+});
+
+
+
+const toggleSort = () => {
+  const newSortBy = currentSortBy.value === 'name' ? 'last_used_at' : 'name';
+  favoritePathsStore.setSortBy(newSortBy);
+};
+
+const handleItemClick = async (pathItem: FavoritePathItem) => {
+  try {
+    // Mark path as used before navigating
+    await favoritePathsStore.markPathAsUsed(pathItem.id, t);
+  } catch (error) {
+    console.error('Failed to mark path as used:', error);
+    // Optionally, inform the user about the failure, though navigation will still proceed.
+  }
+  emit('navigateToPath', pathItem.path);
+  closeModal();
+};
+
+const openAddModal = () => {
+  editingPathItem.value = null;
+  showAddEditModal.value = true;
+};
+
+const openEditModal = (pathItem: FavoritePathItem) => {
+  editingPathItem.value = { ...pathItem };
+  showAddEditModal.value = true;
+};
+
+const handleDelete = async (pathItem: FavoritePathItem) => {
+  if (confirm(t('favoritePaths.confirmDelete', { name: pathItem.name || pathItem.path }))) {
+    try {
+      await favoritePathsStore.deleteFavoritePath(pathItem.id, t);
+    } catch (error) {
+      console.error('Failed to delete favorite path from modal:', error);
+    }
+  }
+};
+
+const closeModal = () => {
+  emit('close');
+};
+
+const updatePosition = () => {
+  if (!props.isVisible || !props.triggerElement || !modalContentRef.value) {
+    // If not visible or refs not available, do nothing or hide.
+    // v-if handles DOM presence, so style isn't applied when not isVisible.
+    return;
+  }
+
+  const triggerRect = props.triggerElement.getBoundingClientRect();
+  const modalWidth = modalContentRef.value.offsetWidth;
+  const modalHeight = modalContentRef.value.offsetHeight;
+
+  // If dimensions are zero when modal is supposed to be visible,
+  // it might mean content affecting size isn't ready. Retry once.
+  if (modalWidth === 0 && modalHeight === 0 && props.isVisible) {
+    nextTick(updatePosition);
+    return;
+  }
+  
+  const viewportWidth = window.innerWidth;
+  const viewportHeight = window.innerHeight;
+
+  let top = triggerRect.bottom + 2; // Default position below trigger, with a small 2px gap
+  let left = triggerRect.left;
+
+  // Check for bottom overflow
+  if (top + modalHeight + PADDING > viewportHeight) {
+    // Try to position above the trigger
+    top = triggerRect.top - modalHeight - 2; // Position above trigger, with a small 2px gap
+  }
+
+  // If positioning above also causes top overflow (e.g., trigger is near the top and modal is tall)
+  if (top < PADDING) {
+    top = PADDING; // Align to viewport top with padding
+    // Note: If modalHeight is still greater than viewportHeight - 2*PADDING,
+    // it will overflow downwards. The `max-h-80` class on the modal
+    // should generally prevent the modal itself from being excessively tall.
+  }
+
+  // Check for right overflow
+  if (left + modalWidth + PADDING > viewportWidth) {
+    left = viewportWidth - modalWidth - PADDING; // Align to viewport right edge
+  }
+
+  // Check for left overflow (less likely with initial left alignment to trigger, but good for robustness)
+  if (left < PADDING) {
+    left = PADDING; // Align to viewport left edge
+  }
+
+  modalStyle.value = {
+    position: 'fixed', // Position relative to the viewport
+    top: `${top}px`,
+    left: `${left}px`,
+  };
+};
+
+// --- Click Outside Logic ---
+const handleClickOutside = (event: MouseEvent) => {
+  if (modalContentRef.value && !modalContentRef.value.contains(event.target as Node)) {
+    if (!showAddEditModal.value) { // Do not close if add/edit modal is open
+      closeModal();
+    }
+  }
+};
+
+watch(() => props.isVisible, (newValue: boolean) => {
+  if (newValue) {
+    favoritePathsStore.fetchFavoritePaths(t);
+    searchTerm.value = '';
+    document.addEventListener('mousedown', handleClickOutside);
+    nextTick(() => { // Ensure DOM is ready for measurements
+      updatePosition(); // Calculate initial position
+      window.addEventListener('resize', updatePosition); // Adjust position on window resize
+    });
+  } else {
+    document.removeEventListener('mousedown', handleClickOutside);
+    window.removeEventListener('resize', updatePosition); // Clean up resize listener
+  }
+});
+
+onMounted(() => {
+  if (props.isVisible) {
+    favoritePathsStore.fetchFavoritePaths(t);
+    document.addEventListener('mousedown', handleClickOutside);
+  }
+});
+
+onBeforeUnmount(() => {
+  document.removeEventListener('mousedown', handleClickOutside);
+  window.removeEventListener('resize', updatePosition); // Ensure resize listener is cleaned up
+});
+
+</script>
+
+<template>
+  <!-- New single root element -->
+  <div>
+    <!-- Favorite Paths Dropdown -->
+    <div
+      v-if="isVisible"
+      ref="modalContentRef"
+      :style="modalStyle"
+      class="z-50 w-72 md:w-80 rounded-md bg-background shadow-lg border border-border/50 max-h-80 flex flex-col overflow-hidden"
+    >
+      <!-- Toolbar: Search and Add Button -->
+      <div class="p-2 flex-shrink-0 flex items-center gap-2">
+        <div class="relative flex-grow">
+          <input
+            type="text"
+            v-model="searchTerm"
+            :placeholder="t('favoritePaths.searchPlaceholder', 'Search by name or path...')"
+            class="w-full bg-input border border-border rounded-md pl-2.5 pr-2 py-1.5 text-sm outline-none focus:border-primary focus:ring-1 focus:ring-primary transition-colors"
+          />
+        </div>
+        <button
+          @click="toggleSort"
+          class="flex items-center justify-center w-8 h-8 bg-background border border-border text-text-secondary rounded-lg text-sm cursor-pointer shadow-sm transition-colors duration-200 ease-in-out hover:bg-primary/10 hover:text-primary focus:outline-none flex-shrink-0"
+        >
+          <i :class="sortButtonIcon"></i>
+        </button>
+        <button
+          @click="openAddModal"
+          class="flex items-center justify-center w-8 h-8 bg-primary text-white border-none rounded-lg text-sm font-semibold cursor-pointer shadow-md transition-colors duration-200 ease-in-out hover:bg-primary-dark focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary flex-shrink-0"
+          :title="t('favoritePaths.addNew', 'Add new favorite path')"
+        >
+          <i class="fas fa-plus text-base"></i>
+        </button>
+      </div>
+
+      <!-- Path List -->
+      <div class="overflow-y-auto flex-grow p-1 text-sm">
+        <ul v-if="!favoritePathsStore.isLoading && favoritePathsStore.filteredFavoritePaths.length" class="list-none m-0 p-0">
+          <li
+            v-for="favPath in favoritePathsStore.filteredFavoritePaths"
+            :key="favPath.id"
+            class="p-2 hover:bg-primary/10 cursor-pointer group flex items-center justify-between rounded-md transition-colors duration-150"
+            @click="handleItemClick(favPath)"
+            :title="favPath.path"
+          >
+            <div class="flex-grow overflow-hidden mr-2">
+              <p class="font-medium truncate text-foreground">
+                {{ favPath.name || favPath.path }}
+              </p>
+              <p v-if="favPath.name" class="text-xs text-text-secondary truncate">
+                {{ favPath.path }}
+              </p>
+            </div>
+            <div class="flex-shrink-0 flex items-center gap-1 opacity-0 group-hover:opacity-100 focus-within:opacity-100 transition-opacity duration-150">
+              <button
+                @click.stop="openEditModal(favPath)"
+                class="p-1.5 rounded text-text-secondary hover:text-primary hover:bg-black/10 dark:hover:bg-white/10 transition-colors"
+                :title="t('common.edit')">
+                <i class="fas fa-pencil-alt text-xs"></i>
+              </button>
+              <button
+                @click.stop="handleDelete(favPath)"
+                class="p-1.5 rounded text-text-secondary hover:text-error hover:bg-black/10 dark:hover:bg-white/10 transition-colors"
+                :title="t('common.delete')">
+                <i class="fas fa-trash-alt text-xs"></i>
+              </button>
+            </div>
+          </li>
+        </ul>
+        <div v-else-if="favoritePathsStore.isLoading" class="p-3 text-center text-text-secondary">
+          <i class="fas fa-spinner fa-spin mr-1"></i>
+          {{ t('favoritePaths.loading', 'Loading favorites...') }}
+        </div>
+        <div v-else class="p-3 text-center text-text-secondary">
+          <i class="fas fa-star-half-alt mr-1"></i>
+          {{ searchTerm ? t('favoritePaths.noResults', 'No matching favorites found.') : t('favoritePaths.noFavorites', 'No favorite paths yet. Add one!') }}
+        </div>
+      </div>
+    </div> <!-- End of Favorite Paths Dropdown div -->
+
+    <!-- Add/Edit Modal -->
+    <AddEditFavoritePathForm
+      v-if="showAddEditModal"
+      :is-visible="showAddEditModal"
+      :path-data="editingPathItem"
+      @close="showAddEditModal = false"
+      @save-success="() => { favoritePathsStore.fetchFavoritePaths(t); showAddEditModal = false; }"
+    />
+  </div> <!-- End of new single root element -->
+</template>
+
+<style scoped>
+/* Styles are mostly Tailwind. max-h-80 is applied to the main div */
+/* Styling for the add/edit form if it's part of this component's template directly and needs specific scoping */
+</style>
diff --git a/packages/frontend/src/components/FileManager.vue b/packages/frontend/src/components/FileManager.vue
index 7393417..593d455 100644
--- a/packages/frontend/src/components/FileManager.vue
+++ b/packages/frontend/src/components/FileManager.vue
@@ -18,8 +18,9 @@ import FileManagerContextMenu from './FileManagerContextMenu.vue';
 import FileManagerActionModal from './FileManagerActionModal.vue'; 
 import type { FileListItem } from '../types/sftp.types';
 import type { WebSocketMessage } from '../types/websocket.types';
-import PathHistoryDropdown from './PathHistoryDropdown.vue'; 
-import { usePathHistoryStore } from '../stores/pathHistory.store'; 
+import PathHistoryDropdown from './PathHistoryDropdown.vue';
+import { usePathHistoryStore } from '../stores/pathHistory.store';
+import FavoritePathsModal from './FavoritePathsModal.vue'; // +++ Import FavoritePathsModal +++
 
 
 type SftpManagerInstance = ReturnType<typeof createSftpActionsManager>;
@@ -130,6 +131,10 @@ const fileListContainerRef = ref<HTMLDivElement | null>(null); // 文件列表
 const dropOverlayRef = ref<HTMLDivElement | null>(null); // +++ 拖拽蒙版引用 +++
 // const scrollIntervalId = ref<number | null>(null); // 已移至 useFileManagerDragAndDrop
 
+// +++ Favorite Paths Modal State +++
+const showFavoritePathsModal = ref(false);
+const favoritePathsButtonRef = ref<HTMLButtonElement | null>(null); // Ref for the trigger button
+
 // +++ Path History Refs +++
 const showPathHistoryDropdown = ref(false);
 const pathInputWrapperRef = ref<HTMLDivElement | null>(null); // Wrapper for path input and dropdown
@@ -1548,8 +1553,23 @@ const handleOpenEditorClick = () => {
   // 暂时使用 triggerPopup，传递空字符串表示空编辑器
   // 后续可能需要 fileEditorStore.triggerEmptyPopup(props.sessionId);
   fileEditorStore.triggerPopup('', props.sessionId); // 修复：传递空字符串而不是 null
-};
-</script>
+ };
+ 
+ // +++ Favorite Paths Modal Logic +++
+ const toggleFavoritePathsModal = () => {
+   showFavoritePathsModal.value = !showFavoritePathsModal.value;
+   console.log(`[FileManager ${props.sessionId}-${props.instanceId}] Toggled FavoritePathsModal. Visible: ${showFavoritePathsModal.value}`);
+ };
+ 
+ const handleNavigateToPathFromFavorites = (path: string) => {
+   if (currentSftpManager.value) {
+     currentSftpManager.value.loadDirectory(path);
+     // Optionally, add to local path history if not already handled by the store/modal
+     // pathHistoryStore.addPath(path);
+   }
+   showFavoritePathsModal.value = false; // Close modal after navigation
+ };
+ </script>
 
 <template>
   <div class="flex flex-col h-full overflow-hidden bg-background text-foreground text-sm font-sans">
@@ -1615,13 +1635,31 @@ const handleOpenEditorClick = () => {
                  </div>
              </div>
             </div> <!-- End Path Actions -->
+            <!-- Wrapper for Favorite Paths Button and Modal -->
+            <div class="relative flex-shrink-0">
+              <!-- Favorite Paths Button -->
+              <button
+                  ref="favoritePathsButtonRef"
+                  class="flex items-center justify-center w-7 h-7 text-text-secondary rounded transition-colors duration-200 hover:enabled:bg-black/10 hover:enabled:text-foreground"
+                  @click="toggleFavoritePathsModal"
+              >
+                  <i class="fas fa-star text-base"></i>
+              </button>
+              <!-- Favorite Paths Modal -->
+              <FavoritePathsModal
+                :is-visible="showFavoritePathsModal"
+                :trigger-element="favoritePathsButtonRef"
+                @close="showFavoritePathsModal = false"
+                @navigate-to-path="handleNavigateToPathFromFavorites"
+              />
+            </div>
+
             <!-- Path Bar with History Dropdown -->
             <div ref="pathInputWrapperRef" class="relative flex items-center bg-background border border-border rounded px-1.5 py-0.5 min-w-[100px] flex-shrink">
               <span v-show="!isEditingPath && !showPathHistoryDropdown" @click="startPathEdit" class="text-text-secondary whitespace-nowrap overflow-x-auto pr-2 cursor-text">
-                <span v-if="!props.isMobile">{{ t('fileManager.currentPath') }}:</span>
                 <strong
                   :title="t('fileManager.editPathTooltip')"
-                  class="font-medium text-link ml-1 px-1 rounded transition-colors duration-200"
+                  class="font-medium text-link px-1 rounded transition-colors duration-200"
                   :class="{
                     'hover:bg-black/5': currentSftpManager && props.wsDeps.isConnected.value,
                     'opacity-60 cursor-not-allowed': !currentSftpManager || !props.wsDeps.isConnected.value
@@ -1902,8 +1940,10 @@ const handleOpenEditorClick = () => {
      @confirm="handleModalConfirm"
    />
 
+  <!-- Favorite Paths Modal is now positioned near its button -->
 
- </div>
+
+</div>
 </template>
 
 <style scoped>
diff --git a/packages/frontend/src/locales/en-US.json b/packages/frontend/src/locales/en-US.json
index 0822fec..636fb18 100644
--- a/packages/frontend/src/locales/en-US.json
+++ b/packages/frontend/src/locales/en-US.json
@@ -1504,6 +1504,37 @@
     "transferInitiatedGeneric": "Transfer task created successfully.",
     "transferFailedError": "Failed to initiate transfer. Please try again."
   },
+"favoritePaths": {
+    "addEditForm": {
+      "validation": {
+        "pathRequired": "Path is required."
+      },
+      "editTitle": "Edit Favorite Path",
+      "addTitle": "Add New Favorite Path",
+      "pathLabel": "Path",
+      "pathPlaceholder": "/example/folder/path",
+      "nameLabel": "Name (Optional)",
+      "namePlaceholder": "My Documents",
+      "errors": {
+        "genericSaveError": "Failed to save favorite path."
+      }
+    },
+    "confirmDelete": "Are you sure you want to delete \"{name}\"?",
+    "searchPlaceholder": "Search by name or path...",
+    "addNew": "Add new favorite path",
+    "loading": "Loading favorites...",
+    "noResults": "No matching favorites found.",
+    "noFavorites": "No favorite paths yet. Add one!",
+    "notifications": {
+      "fetchError": "Failed to load favorite paths.",
+      "addSuccess": "Favorite path added successfully.",
+      "addError": "Failed to add favorite path.",
+      "updateSuccess": "Favorite path updated successfully.",
+      "updateError": "Failed to update favorite path.",
+      "deleteSuccess": "Favorite path deleted successfully.",
+      "deleteError": "Failed to delete favorite path."
+    }
+  },
   "pathHistory": {
     "loading": "Loading...",
     "empty": "No path history",
diff --git a/packages/frontend/src/locales/ja-JP.json b/packages/frontend/src/locales/ja-JP.json
index 0771a7c..eac3dc5 100644
--- a/packages/frontend/src/locales/ja-JP.json
+++ b/packages/frontend/src/locales/ja-JP.json
@@ -1466,6 +1466,37 @@
     "transferInitiatedGeneric": "転送タスクが正常に作成されました。",
     "transferFailedError": "転送の開始に失敗しました。もう一度お試しください。"
   },
+"favoritePaths": {
+    "addEditForm": {
+      "validation": {
+        "pathRequired": "Path is required."
+      },
+      "editTitle": "Edit Favorite Path",
+      "addTitle": "Add New Favorite Path",
+      "pathLabel": "Path",
+      "pathPlaceholder": "/example/folder/path",
+      "nameLabel": "Name (Optional)",
+      "namePlaceholder": "My Documents",
+      "errors": {
+        "genericSaveError": "Failed to save favorite path."
+      }
+    },
+    "confirmDelete": "Are you sure you want to delete \"{name}\"?",
+    "searchPlaceholder": "Search by name or path...",
+    "addNew": "Add new favorite path",
+    "loading": "Loading favorites...",
+    "noResults": "No matching favorites found.",
+    "noFavorites": "No favorite paths yet. Add one!",
+    "notifications": {
+      "fetchError": "Failed to load favorite paths.",
+      "addSuccess": "Favorite path added successfully.",
+      "addError": "Failed to add favorite path.",
+      "updateSuccess": "Favorite path updated successfully.",
+      "updateError": "Failed to update favorite path.",
+      "deleteSuccess": "Favorite path deleted successfully.",
+      "deleteError": "Failed to delete favorite path."
+    }
+  },
   "pathHistory": {
     "loading": "読み込み中...",
     "empty": "パス履歴がありません",
diff --git a/packages/frontend/src/locales/zh-CN.json b/packages/frontend/src/locales/zh-CN.json
index d45d31f..35a585d 100644
--- a/packages/frontend/src/locales/zh-CN.json
+++ b/packages/frontend/src/locales/zh-CN.json
@@ -1509,6 +1509,37 @@
       "logExportError": "导出已挂起会话日志失败: {error}"
     }
   },
+"favoritePaths": {
+    "addEditForm": {
+      "validation": {
+        "pathRequired": "路径不能为空。"
+      },
+      "editTitle": "编辑收藏路径",
+      "addTitle": "添加新收藏路径",
+      "pathLabel": "路径",
+      "pathPlaceholder": "/example/folder/path",
+      "nameLabel": "名称 (可选)",
+      "namePlaceholder": "我的文档",
+      "errors": {
+        "genericSaveError": "保存收藏路径失败。"
+      }
+    },
+    "confirmDelete": "您确定要删除 \"{name}\" 吗？",
+    "searchPlaceholder": "按名称或路径搜索...",
+    "addNew": "添加新收藏路径",
+    "loading": "正在加载收藏...",
+    "noResults": "未找到匹配的收藏。",
+    "noFavorites": "还没有收藏路径，快添加一个吧！",
+    "notifications": {
+      "fetchError": "加载收藏路径失败。",
+      "addSuccess": "收藏路径添加成功。",
+      "addError": "添加收藏路径失败。",
+      "updateSuccess": "收藏路径更新成功。",
+      "updateError": "更新收藏路径失败。",
+      "deleteSuccess": "收藏路径删除成功。",
+      "deleteError": "删除收藏路径失败。"
+    }
+  },
   "pathHistory": {
     "loading": "加载中...",
     "empty": "没有路径历史记录",
diff --git a/packages/frontend/src/stores/favoritePaths.store.ts b/packages/frontend/src/stores/favoritePaths.store.ts
new file mode 100644
index 0000000..c407f79
--- /dev/null
+++ b/packages/frontend/src/stores/favoritePaths.store.ts
@@ -0,0 +1,201 @@
+import { defineStore } from 'pinia';
+import apiClient from '../utils/apiClient';
+import { useUiNotificationsStore } from './uiNotifications.store';
+
+// TODO: Define these types more precisely based on API response
+export type FavoritePathSortType = 'name' | 'last_used_at';
+
+export interface FavoritePathItem {
+  id: string;
+  path: string;
+  name?: string;
+  last_used_at?: number | null; // Added last_used_at
+  // Add other relevant fields from the API if any
+  createdAt?: string;
+  updatedAt?: string;
+}
+
+export interface FavoritePathsState {
+  favoritePaths: FavoritePathItem[];
+  isLoading: boolean;
+  error: string | null;
+  searchTerm: string;
+  currentSortBy: FavoritePathSortType; // Added currentSortBy
+}
+
+export const useFavoritePathsStore = defineStore('favoritePaths', {
+  state: (): FavoritePathsState => {
+    const savedSortBy = localStorage.getItem('favoritePathSortBy') as FavoritePathSortType | null;
+    return {
+      favoritePaths: [],
+      isLoading: false,
+      error: null,
+      searchTerm: '',
+      currentSortBy: savedSortBy || 'name', // Initialize from localStorage or default to 'name'
+    };
+  },
+  getters: {
+    // The filteredFavoritePaths getter will now operate on the already sorted list
+    filteredFavoritePaths(state): FavoritePathItem[] {
+      if (!state.searchTerm) {
+        return state.favoritePaths;
+      }
+      const lowerCaseSearchTerm = state.searchTerm.toLowerCase();
+      // Note: state.favoritePaths is now always sorted by this.currentSortBy
+      return state.favoritePaths.filter(fav =>
+        fav.path.toLowerCase().includes(lowerCaseSearchTerm) ||
+        (fav.name && fav.name.toLowerCase().includes(lowerCaseSearchTerm))
+      );
+    },
+    getFavoritePathById(state): (id: string) => FavoritePathItem | undefined {
+      return (id) => state.favoritePaths.find(fav => fav.id === id);
+    }
+  },
+  actions: {
+    _sortFavoritePaths() {
+      this.favoritePaths.sort((a, b) => {
+        if (this.currentSortBy === 'name') {
+          const nameA = a.name?.toLowerCase() || a.path.toLowerCase();
+          const nameB = b.name?.toLowerCase() || b.path.toLowerCase();
+          if (nameA < nameB) return -1;
+          if (nameA > nameB) return 1;
+          return 0;
+        } else if (this.currentSortBy === 'last_used_at') {
+          // Sort by last_used_at descending, nulls/undefined last
+          const timeA = a.last_used_at ?? 0;
+          const timeB = b.last_used_at ?? 0;
+          return timeB - timeA; // Descending
+        }
+        return 0;
+      });
+    },
+    setSearchTerm(term: string) {
+      this.searchTerm = term;
+    },
+    async fetchFavoritePaths(t: (key: string, defaultMessage: string) => string) {
+      this.isLoading = true;
+      this.error = null;
+      const notificationsStore = useUiNotificationsStore();
+      try {
+        // Fetch all paths, sorting will be done locally
+        const response = await apiClient.get<FavoritePathItem[]>('/favorite-paths');
+        this.favoritePaths = response.data;
+        this._sortFavoritePaths(); // Sort locally after fetching
+      } catch (err: any) {
+        this.error = err.message || 'Failed to fetch favorite paths';
+        console.error('Error fetching favorite paths:', err);
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.fetchError', 'Failed to load favorite paths.'),
+          type: 'error',
+        });
+      } finally {
+        this.isLoading = false;
+      }
+    },
+    setSortBy(sortBy: FavoritePathSortType) {
+      this.currentSortBy = sortBy;
+      localStorage.setItem('favoritePathSortBy', sortBy);
+      this._sortFavoritePaths(); // Re-sort locally
+    },
+    async markPathAsUsed(pathId: string, t: (key: string, defaultMessage: string) => string) {
+      const notificationsStore = useUiNotificationsStore();
+      try {
+        const response = await apiClient.put<{ message: string, favoritePath: FavoritePathItem }>(`/favorite-paths/${pathId}/update-last-used`);
+        const updatedPath = response.data.favoritePath;
+        if (updatedPath) {
+            const index = this.favoritePaths.findIndex(p => p.id === pathId);
+            if (index !== -1) {
+                this.favoritePaths[index] = updatedPath;
+            } else {
+                // Path not found locally, might happen if list is stale. Add it.
+                this.favoritePaths.push(updatedPath);
+            }
+            this._sortFavoritePaths(); // Re-sort after updating
+        } else {
+            // Fallback to re-fetch if updated item isn't returned as expected
+            console.warn('markPathAsUsed did not receive updated path, re-fetching list.');
+            await this.fetchFavoritePaths(t);
+        }
+      } catch (err: any) {
+        console.error(`Error marking path ${pathId} as used:`, err);
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.markAsUsedError', 'Failed to mark path as used.'),
+          type: 'error',
+        });
+      }
+    },
+    async addFavoritePath(newPathData: Omit<FavoritePathItem, 'id' | 'createdAt' | 'updatedAt' | 'last_used_at'>, t: (key: string, defaultMessage: string) => string) {
+      this.isLoading = true;
+      this.error = null;
+      const notificationsStore = useUiNotificationsStore();
+      try {
+        const response = await apiClient.post<{ message: string, favoritePath: FavoritePathItem }>('/favorite-paths', newPathData);
+        this.favoritePaths.push(response.data.favoritePath);
+        this._sortFavoritePaths(); // Sort after adding
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.addSuccess', 'Favorite path added successfully.'),
+          type: 'success',
+        });
+      } catch (err: any) {
+        this.error = err.message || 'Failed to add favorite path';
+        console.error('Error adding favorite path:', err);
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.addError', 'Failed to add favorite path.'),
+          type: 'error',
+        });
+        throw err; // Re-throw to allow form to handle error
+      } finally {
+        this.isLoading = false;
+      }
+    },
+    async updateFavoritePath(id: string, updatedPathData: Partial<Omit<FavoritePathItem, 'id' | 'createdAt' | 'updatedAt' | 'last_used_at'>>, t: (key: string, defaultMessage: string) => string) {
+      this.isLoading = true;
+      this.error = null;
+      const notificationsStore = useUiNotificationsStore();
+      try {
+        const response = await apiClient.put<{ message: string, favoritePath: FavoritePathItem }>(`/favorite-paths/${id}`, updatedPathData);
+        const index = this.favoritePaths.findIndex(fav => fav.id === id);
+        if (index !== -1) {
+          this.favoritePaths[index] = response.data.favoritePath;
+          this._sortFavoritePaths(); // Sort after updating
+        }
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.updateSuccess', 'Favorite path updated successfully.'),
+          type: 'success',
+        });
+      } catch (err: any) {
+        this.error = err.message || 'Failed to update favorite path';
+        console.error('Error updating favorite path:', err);
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.updateError', 'Failed to update favorite path.'),
+          type: 'error',
+        });
+        throw err; // Re-throw to allow form to handle error
+      } finally {
+        this.isLoading = false;
+      }
+    },
+    async deleteFavoritePath(id: string, t: (key: string, defaultMessage: string) => string) {
+      this.isLoading = true;
+      this.error = null;
+      const notificationsStore = useUiNotificationsStore();
+      try {
+        await apiClient.delete(`/favorite-paths/${id}`);
+        this.favoritePaths = this.favoritePaths.filter(fav => fav.id !== id);
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.deleteSuccess', 'Favorite path deleted successfully.'),
+          type: 'success',
+        });
+      } catch (err: any) {
+        this.error = err.message || 'Failed to delete favorite path';
+        console.error('Error deleting favorite path:', err);
+        notificationsStore.addNotification({
+          message: t('favoritePaths.notifications.deleteError', 'Failed to delete favorite path.'),
+          type: 'error',
+        });
+      } finally {
+        this.isLoading = false;
+      }
+    },
+  },
+});
\ No newline at end of file