diff --git a/README.md b/README.md
index 5d389c4..40bb437 100644
--- a/README.md
+++ b/README.md
@@ -89,6 +89,7 @@ Vite 会把 `/api` 和 `/health` 代理到 `http://localhost:9081`。
 `Configure.json` 主要包含：
 
 - `MySQL_DBInfo`：MySQL 连接信息
+- `RemoteData`：FTP/SFTP 远程数据源配置，用于递归下载目录后自动处理
 - `SheetFilter`：Excel Sheet 过滤规则
 - `ExtractField`：字段抽取映射配置
 
@@ -114,6 +115,8 @@ Docker 镜像构建采用多阶段流程：先在 Node 阶段执行前端构建
 - `POST /api/login`：登录
 - `POST /api/change-password`：修改密码
 - `POST /api/upload`：上传文件
+- `POST /api/remote/test`：测试 FTP/SFTP 远程数据源
+- `POST /api/remote/start`：从远程目录下载数据并自动启动处理
 - `POST /api/process/start`：启动处理
 - `POST /api/process/status`：查询处理状态
 - `GET /api/history`：历史记录
diff --git a/app/api/routers/config.py b/app/api/routers/config.py
index 5a36ed0..1a75eba 100644
--- a/app/api/routers/config.py
+++ b/app/api/routers/config.py
@@ -6,7 +6,7 @@ from fastapi import APIRouter, Body, HTTPException, UploadFile, File
 from fastapi.responses import FileResponse
 
 from app import state
-from app.config import CONFIG_FILE
+from app.config import CONFIG_FILE, RemoteDataConfig
 
 
 router = APIRouter(tags=["config"])
@@ -39,6 +39,13 @@ async def update_mysql_config(
     return {"success": True, "message": "数据库配置已更新", "update": state.config.update}
 
 
+@router.post("/api/config/remote")
+async def update_remote_config(config: dict[str, Any] = Body(...)):
+    state.config.remote_data = RemoteDataConfig.from_dict(config)
+    state.config.save()
+    return {"success": True, "message": "远程数据配置已更新", "update": state.config.update}
+
+
 @router.post("/api/config/sheet-filter")
 async def update_sheet_filter(filters: list[str] = Body(...)):
     state.config.sheet_filter = filters
@@ -97,3 +104,6 @@ def _apply_config_data(data: dict[str, Any]) -> None:
     if "ExtractField" in data:
         state.config.extract_fields = data["ExtractField"] if isinstance(data["ExtractField"], list) else []
 
+    remote_data = data.get("RemoteData")
+    if isinstance(remote_data, dict):
+        state.config.remote_data = RemoteDataConfig.from_dict(remote_data)
diff --git a/app/api/routers/remote.py b/app/api/routers/remote.py
new file mode 100644
index 0000000..dc6aeac
--- /dev/null
+++ b/app/api/routers/remote.py
@@ -0,0 +1,129 @@
+from datetime import datetime
+from pathlib import Path
+from threading import Thread
+from typing import Any
+
+from fastapi import APIRouter, Body, HTTPException
+
+from app import state
+from app.config import CACHE_DIR, RemoteDataConfig
+from app.processor import DataProcessor, ProcessLogger
+from app.services.remote_download import RemoteDataDownloader
+
+
+router = APIRouter(tags=["remote"])
+
+
+@router.post("/api/remote/test")
+async def test_remote_connection(config: dict[str, Any] | None = Body(None)):
+    remote_config = RemoteDataConfig.from_dict(config) if config else state.config.remote_data
+    try:
+        RemoteDataDownloader(remote_config).test_connection()
+        return {"success": True, "message": "远程服务器连接成功"}
+    except Exception as exc:
+        return {"success": False, "message": f"远程服务器连接失败: {exc}"}
+
+
+@router.post("/api/remote/start")
+async def start_remote_processing():
+    if state.global_task_lock["locked"]:
+        raise HTTPException(status_code=409, detail="已有任务在运行，请等待当前任务完成")
+
+    remote_config = state.config.remote_data.normalized()
+    if not remote_config.enabled:
+        raise HTTPException(status_code=400, detail="请先启用远程数据配置")
+
+    task_id = datetime.now().strftime("%Y%m%d_%H%M%S")
+    work_dir = CACHE_DIR / task_id
+    work_dir.mkdir(parents=True, exist_ok=True)
+
+    logs: list[str] = []
+
+    def log_callback(message: str) -> None:
+        logs.append(message)
+        state.processing_tasks[task_id] = {"logs": logs.copy(), "status": "processing"}
+
+    logger = ProcessLogger(log_file=work_dir / "log.txt", callback=log_callback)
+    state.history_manager.create(work_dir, 0, record_id=task_id)
+    state.history_manager.update(task_id, status="processing")
+    state.processing_tasks[task_id] = {"logs": [], "status": "processing"}
+    state.global_task_lock.update(
+        {
+            "locked": True,
+            "task_id": task_id,
+            "stage": "downloading",
+            "started_at": datetime.now().isoformat(),
+        }
+    )
+
+    thread = Thread(
+        target=_run_remote_processing,
+        args=(task_id, work_dir, remote_config, logger),
+        daemon=True,
+    )
+    thread.start()
+
+    return {
+        "success": True,
+        "message": "远程下载处理任务已启动",
+        "task_id": task_id,
+        "stage": "downloading",
+    }
+
+
+def _run_remote_processing(
+    task_id: str,
+    work_dir: Path,
+    remote_config: RemoteDataConfig,
+    logger: ProcessLogger,
+) -> None:
+    try:
+        logger.info(
+            f"开始远程下载，协议: {remote_config.protocol.upper()}，"
+            f"服务器: {remote_config.host}:{remote_config.port}，目录: {remote_config.remote_dir}"
+        )
+        downloader = RemoteDataDownloader(remote_config, logger.info)
+        download_result = downloader.download_to(work_dir)
+        logger.success(
+            f"远程下载完成，共 {download_result.file_count} 个文件，"
+            f"{_format_bytes(download_result.total_bytes)}"
+        )
+
+        if download_result.file_count == 0:
+            raise RuntimeError("远程目录中未下载到任何文件")
+
+        state.history_manager.update(task_id, file_count=download_result.file_count)
+        state.global_task_lock["stage"] = "processing"
+
+        processor = DataProcessor(state.config, work_dir, logger)
+        result = processor.process()
+        status = "completed" if result.get("success") else "failed"
+        state.history_manager.update(
+            task_id,
+            status=status,
+            elapsed_time=result.get("elapsed_time", 0),
+            error=result.get("error"),
+            result_tables=["4G_结果表", "5G_结果表"],
+        )
+        state.processing_tasks[task_id] = {
+            "logs": state.history_manager.get_logs(task_id),
+            "status": status,
+        }
+    except Exception as exc:
+        logger.error(f"远程自动化任务失败: {exc}")
+        state.history_manager.update(task_id, status="failed", error=str(exc))
+        state.processing_tasks[task_id] = {
+            "logs": state.history_manager.get_logs(task_id),
+            "status": "failed",
+        }
+    finally:
+        state.reset_task_lock()
+
+
+def _format_bytes(size: int) -> str:
+    value = float(size)
+    for unit in ("B", "KB", "MB", "GB"):
+        if value < 1024:
+            return f"{value:.1f} {unit}"
+        value /= 1024
+    return f"{value:.1f} TB"
diff --git a/app/config.py b/app/config.py
index 05bbfbe..2fc2401 100644
--- a/app/config.py
+++ b/app/config.py
@@ -23,10 +23,82 @@ class MySQLConfig:
     dbname: str = "CapacityReport"
 
 
+@dataclass
+class RemoteDataConfig:
+    enabled: bool = False
+    protocol: str = "sftp"
+    host: str = ""
+    port: int = 22
+    user: str = ""
+    passwd: str = ""
+    remote_dir: str = "/"
+    passive: bool = True
+    timeout: int = 30
+
+    def normalized(self) -> "RemoteDataConfig":
+        protocol = self.protocol.lower().strip()
+        if protocol not in {"ftp", "sftp"}:
+            protocol = "sftp"
+
+        port = self.port or (22 if protocol == "sftp" else 21)
+        return RemoteDataConfig(
+            enabled=bool(self.enabled),
+            protocol=protocol,
+            host=self.host.strip(),
+            port=port,
+            user=self.user.strip(),
+            passwd=self.passwd,
+            remote_dir=(self.remote_dir or "/").strip() or "/",
+            passive=bool(self.passive),
+            timeout=max(int(self.timeout or 30), 1),
+        )
+
+    def to_dict(self, include_password: bool = False) -> Dict[str, Any]:
+        data = {
+            "enabled": self.enabled,
+            "protocol": self.protocol,
+            "host": self.host,
+            "port": self.port,
+            "user": self.user,
+            "remote_dir": self.remote_dir,
+            "passive": self.passive,
+            "timeout": self.timeout,
+        }
+        if include_password:
+            data["passwd"] = self.passwd
+        return data
+
+    @classmethod
+    def from_dict(cls, data: Dict[str, Any] | None) -> "RemoteDataConfig":
+        data = data or {}
+        protocol = str(data.get("protocol", "sftp")).lower()
+        default_port = 22 if protocol == "sftp" else 21
+        try:
+            port = int(data.get("port") or default_port)
+        except (TypeError, ValueError):
+            port = default_port
+        try:
+            timeout = int(data.get("timeout") or 30)
+        except (TypeError, ValueError):
+            timeout = 30
+        return cls(
+            enabled=bool(data.get("enabled", False)),
+            protocol=protocol,
+            host=str(data.get("host", "")),
+            port=port,
+            user=str(data.get("user", "")),
+            passwd=str(data.get("passwd", "")),
+            remote_dir=str(data.get("remote_dir", "/")),
+            passive=bool(data.get("passive", True)),
+            timeout=timeout,
+        ).normalized()
+
+
 @dataclass
 class AppConfig:
     update: str = ""
     mysql: MySQLConfig = field(default_factory=MySQLConfig)
+    remote_data: RemoteDataConfig = field(default_factory=RemoteDataConfig)
     sheet_filter: List[str] = field(default_factory=list)
     extract_fields: List[Dict[str, Any]] = field(default_factory=list)
 
@@ -47,10 +119,12 @@ class AppConfig:
             passwd=mysql_data.get("passwd", ""),
             dbname=mysql_data.get("dbname", "CapacityReport")
         )
+        remote_config = RemoteDataConfig.from_dict(data.get("RemoteData"))
         
         return cls(
             update=data.get("Update", ""),
             mysql=mysql_config,
+            remote_data=remote_config,
             sheet_filter=data.get("SheetFilter", []),
             extract_fields=data.get("ExtractField", [])
         )
@@ -68,6 +142,7 @@ class AppConfig:
                 "passwd": self.mysql.passwd,
                 "dbname": self.mysql.dbname
             },
+            "RemoteData": self.remote_data.normalized().to_dict(include_password=True),
             "SheetFilter": self.sheet_filter,
             "ExtractField": self.extract_fields
         }
@@ -85,6 +160,7 @@ class AppConfig:
                 "user": self.mysql.user,
                 "dbname": self.mysql.dbname
             },
+            "remote_data": self.remote_data.normalized().to_dict(),
             "sheet_filter": self.sheet_filter,
             "extract_fields": self.extract_fields
         }
@@ -100,6 +176,7 @@ class AppConfig:
                 "passwd": self.mysql.passwd,
                 "dbname": self.mysql.dbname
             },
+            "remote_data": self.remote_data.normalized().to_dict(include_password=True),
             "sheet_filter": self.sheet_filter,
             "extract_fields": self.extract_fields
         }
diff --git a/app/main.py b/app/main.py
index 5de7a6d..b16b5d5 100644
--- a/app/main.py
+++ b/app/main.py
@@ -8,7 +8,7 @@ from fastapi.middleware.cors import CORSMiddleware
 from fastapi.responses import FileResponse, JSONResponse
 
 from app import state
-from app.api.routers import auth, cache, config, database, health, history, script, service, tasks, upload
+from app.api.routers import auth, cache, config, database, health, history, remote, script, service, tasks, upload
 from app.auth import verify_jwt_token
 from app.config import BASE_DIR
 
@@ -65,6 +65,7 @@ def register_routes(app: FastAPI) -> None:
         auth.router,
         health.router,
         upload.router,
+        remote.router,
         tasks.router,
         history.router,
         database.router,
diff --git a/app/services/remote_download.py b/app/services/remote_download.py
new file mode 100644
index 0000000..59cc2df
--- /dev/null
+++ b/app/services/remote_download.py
@@ -0,0 +1,217 @@
+from __future__ import annotations
+
+import stat
+from dataclasses import dataclass
+from ftplib import FTP
+from pathlib import Path
+from typing import Callable
+
+from app.config import RemoteDataConfig
+
+
+LogFn = Callable[[str], None]
+
+
+@dataclass
+class RemoteDownloadResult:
+    file_count: int = 0
+    total_bytes: int = 0
+
+
+class RemoteDownloadError(RuntimeError):
+    pass
+
+
+class RemoteDataDownloader:
+    def __init__(self, config: RemoteDataConfig, logger: LogFn | None = None):
+        self.config = config.normalized()
+        self.logger = logger
+
+    def test_connection(self) -> None:
+        self._validate_config()
+        if self.config.protocol == "ftp":
+            with self._ftp_client() as ftp:
+                ftp.cwd(self.config.remote_dir)
+            return
+
+        ssh = self._sftp_ssh_client()
+        try:
+            with ssh.open_sftp() as sftp:
+                sftp.stat(self.config.remote_dir)
+        finally:
+            ssh.close()
+
+    def download_to(self, destination: Path) -> RemoteDownloadResult:
+        self._validate_config()
+        destination.mkdir(parents=True, exist_ok=True)
+        if self.config.protocol == "ftp":
+            return self._download_ftp(destination)
+        return self._download_sftp(destination)
+
+    def _validate_config(self) -> None:
+        if self.config.protocol not in {"ftp", "sftp"}:
+            raise RemoteDownloadError("远程协议只支持 FTP 或 SFTP")
+        if not self.config.host:
+            raise RemoteDownloadError("请填写远程服务器地址")
+        if not self.config.user:
+            raise RemoteDownloadError("请填写远程服务器用户名")
+        if not self.config.remote_dir:
+            raise RemoteDownloadError("请填写远程数据目录")
+
+    def _log(self, message: str) -> None:
+        if self.logger:
+            self.logger(message)
+
+    def _ftp_client(self) -> FTP:
+        ftp = FTP()
+        ftp.connect(self.config.host, self.config.port, timeout=self.config.timeout)
+        ftp.login(self.config.user, self.config.passwd)
+        ftp.set_pasv(self.config.passive)
+        return ftp
+
+    def _download_ftp(self, destination: Path) -> RemoteDownloadResult:
+        result = RemoteDownloadResult()
+        with self._ftp_client() as ftp:
+            self._log(f"已连接 FTP: {self.config.host}:{self.config.port}")
+            self._download_ftp_dir(ftp, self.config.remote_dir, destination, result)
+        return result
+
+    def _download_ftp_dir(
+        self,
+        ftp: FTP,
+        remote_dir: str,
+        local_dir: Path,
+        result: RemoteDownloadResult,
+    ) -> None:
+        local_dir.mkdir(parents=True, exist_ok=True)
+        entries = self._list_ftp_entries(ftp, remote_dir)
+
+        for name, entry_type, size in entries:
+            if name in {".", ".."}:
+                continue
+
+            remote_path = self._join_remote_path(remote_dir, name)
+            local_path = local_dir / name
+
+            if entry_type == "dir":
+                self._download_ftp_dir(ftp, remote_path, local_path, result)
+                continue
+
+            if entry_type == "unknown" and self._ftp_is_dir(ftp, remote_path):
+                self._download_ftp_dir(ftp, remote_path, local_path, result)
+                continue
+
+            self._download_ftp_file(ftp, remote_path, local_path, result, size)
+
+    def _list_ftp_entries(self, ftp: FTP, remote_dir: str) -> list[tuple[str, str, int]]:
+        try:
+            return [
+                (
+                    name,
+                    facts.get("type", "unknown"),
+                    int(facts.get("size", "0") or 0),
+                )
+                for name, facts in ftp.mlsd(remote_dir)
+            ]
+        except Exception:
+            names = ftp.nlst(remote_dir)
+            entries = []
+            for name in names:
+                clean_name = Path(name.replace("\\", "/")).name
+                if clean_name:
+                    entries.append((clean_name, "unknown", 0))
+            return entries
+
+    def _ftp_is_dir(self, ftp: FTP, remote_path: str) -> bool:
+        current = ftp.pwd()
+        try:
+            ftp.cwd(remote_path)
+            return True
+        except Exception:
+            return False
+        finally:
+            try:
+                ftp.cwd(current)
+            except Exception:
+                pass
+
+    def _download_ftp_file(
+        self,
+        ftp: FTP,
+        remote_path: str,
+        local_path: Path,
+        result: RemoteDownloadResult,
+        expected_size: int = 0,
+    ) -> None:
+        local_path.parent.mkdir(parents=True, exist_ok=True)
+        self._log(f"下载: {remote_path}")
+        with local_path.open("wb") as file:
+            ftp.retrbinary(f"RETR {remote_path}", file.write)
+        result.file_count += 1
+        result.total_bytes += expected_size or local_path.stat().st_size
+
+    def _sftp_ssh_client(self):
+        try:
+            import paramiko
+        except ImportError as exc:
+            raise RemoteDownloadError("SFTP 功能需要安装 paramiko，请执行 uv pip install -r requirements.txt") from exc
+
+        ssh = paramiko.SSHClient()
+        ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
+        ssh.connect(
+            hostname=self.config.host,
+            port=self.config.port,
+            username=self.config.user,
+            password=self.config.passwd,
+            timeout=self.config.timeout,
+            banner_timeout=self.config.timeout,
+            auth_timeout=self.config.timeout,
+        )
+        return ssh
+
+    def _download_sftp(self, destination: Path) -> RemoteDownloadResult:
+        result = RemoteDownloadResult()
+        ssh = self._sftp_ssh_client()
+        try:
+            with ssh.open_sftp() as sftp:
+                self._log(f"已连接 SFTP: {self.config.host}:{self.config.port}")
+                self._download_sftp_path(sftp, self.config.remote_dir, destination, result)
+        finally:
+            ssh.close()
+        return result
+
+    def _download_sftp_path(
+        self,
+        sftp,
+        remote_path: str,
+        local_path: Path,
+        result: RemoteDownloadResult,
+    ) -> None:
+        attrs = sftp.stat(remote_path)
+        if stat.S_ISDIR(attrs.st_mode):
+            local_path.mkdir(parents=True, exist_ok=True)
+            for item in sftp.listdir_attr(remote_path):
+                if item.filename in {".", ".."}:
+                    continue
+                self._download_sftp_path(
+                    sftp,
+                    self._join_remote_path(remote_path, item.filename),
+                    local_path / item.filename,
+                    result,
+                )
+            return
+
+        local_path.parent.mkdir(parents=True, exist_ok=True)
+        self._log(f"下载: {remote_path}")
+        sftp.get(remote_path, str(local_path))
+        result.file_count += 1
+        result.total_bytes += int(getattr(attrs, "st_size", 0) or local_path.stat().st_size)
+
+    @staticmethod
+    def _join_remote_path(parent: str, child: str) -> str:
+        parent = parent.replace("\\", "/").rstrip("/")
+        if not parent:
+            return child
+        if parent == "/":
+            return f"/{child}"
+        return f"{parent}/{child}"
diff --git a/docs/project_context.md b/docs/project_context.md
index aa213d9..8aff0f7 100644
--- a/docs/project_context.md
+++ b/docs/project_context.md
@@ -1,5 +1,14 @@
 # 项目上下文记录
 
+## 2026-05-18：新增 FTP/SFTP 远程自动化处理
+
+- `Configure.json` 新增 `RemoteData` 配置，包含启用状态、协议、主机、端口、用户名、密码、远程目录、FTP 被动模式和超时时间；`app/config.py` 会兼容旧配置并在保存时写回该配置块。
+- 新增 `app/services/remote_download.py`，FTP 使用标准库 `ftplib`，SFTP 使用 `paramiko`，会递归下载远程目录下的全部文件和文件夹到本地任务缓存目录。
+- 新增 `app/api/routers/remote.py`，`POST /api/remote/test` 用于测试远程连接，`POST /api/remote/start` 会创建历史任务、下载远程数据并复用 `DataProcessor` 完成现有处理流程。
+- `frontend/src/components/SettingsPanel.vue` 新增“远程数据源”配置卡片，支持 FTP/SFTP 切换、保存和测试连接；`frontend/src/components/FileWorkflow.vue` 新增“远程下载并处理”入口。
+- 远程任务启动后会把全局任务阶段设置为 `downloading`，前端处理进度页会显示“远程下载中...”，下载完成后再切换为既有数据处理流程。
+- 新增依赖 `paramiko`，当前 `.venv` 已执行 `uv pip install -r requirements.txt`；已执行 `.venv\Scripts\python.exe -m compileall app` 和 `npm run build`，均通过；未启动浏览器或 headless Chrome。
+
 ## 2026-05-18：完善服务重启交互和运行时兼容
 
 - `frontend/src/AppShell.vue` 的重启按钮点击后会先弹出确认框，确认后显示全屏“正在重启服务”遮罩和旋转加载动画，避免用户重复操作。
diff --git a/frontend/src/components/FileWorkflow.vue b/frontend/src/components/FileWorkflow.vue
index a101f71..1c80439 100644
--- a/frontend/src/components/FileWorkflow.vue
+++ b/frontend/src/components/FileWorkflow.vue
@@ -40,6 +40,17 @@
       />
     </section>
 
+    <section v-if="!taskInProgress" class="remote-run-card">
+      <div class="remote-run-copy">
+        <h4>远程自动化</h4>
+        <p>从已配置的 FTP/SFTP 目录递归下载数据，然后自动开始处理。</p>
+      </div>
+      <n-button type="primary" secondary :loading="remoteStarting" :disabled="working" @click="startRemoteProcessing">
+        <template #icon><n-icon><CloudDownloadOutline /></n-icon></template>
+        远程下载并处理
+      </n-button>
+    </section>
+
     <div v-if="!taskInProgress && files.length > 0" class="file-list">
       <div class="file-list-header">
         <h4>已选择文件</h4>
@@ -133,6 +144,7 @@
 import { computed, onBeforeUnmount, onMounted, ref } from 'vue';
 import { useMessage } from 'naive-ui';
 import {
+  CloudDownloadOutline,
   CloudUploadOutline,
   DocumentTextOutline,
   FolderOpenOutline,
@@ -160,7 +172,9 @@ interface DroppedFile {
 interface UploadResponse {
   success: boolean;
   task_id: string;
-  file_count: number;
+  file_count?: number;
+  message?: string;
+  stage?: string;
 }
 
 const validExtensions = new Set(['.zip', '.xlsx', '.xls', '.csv']);
@@ -170,6 +184,7 @@ const folderInput = ref<HTMLInputElement | null>(null);
 const files = ref<PickedFile[]>([]);
 const uploadProgress = ref(0);
 const working = ref(false);
+const remoteStarting = ref(false);
 const isDragging = ref(false);
 const taskStatus = ref<TaskStatus | null>(null);
 const activeTask = ref<ActiveTask | null>(null);
@@ -194,6 +209,7 @@ const statusClass = computed(() => {
 const processStatusText = computed(() => {
   if (taskStatus.value?.status === 'completed') return '处理完成';
   if (taskStatus.value?.status === 'failed') return '处理失败';
+  if (activeTask.value?.stage === 'downloading') return '远程下载中...';
   if (activeTask.value?.stage === 'uploading') return '上传中...';
   return '处理中...';
 });
@@ -396,7 +412,7 @@ async function uploadAndStart() {
       item.status = 'uploaded';
       item.progress = 100;
     });
-    message.success(`上传完成：${result.file_count} 个文件`);
+    message.success(`上传完成：${result.file_count ?? files.value.length} 个文件`);
     await apiPost('/api/process/start', { task_id: result.task_id });
     taskStatus.value = { task_id: result.task_id, status: 'processing', logs: ['任务已提交，等待处理日志...'] };
     startPolling(result.task_id);
@@ -412,6 +428,30 @@ async function uploadAndStart() {
   }
 }
 
+async function startRemoteProcessing() {
+  if (working.value || remoteStarting.value) return;
+
+  remoteStarting.value = true;
+  try {
+    const result = await apiPost<UploadResponse>('/api/remote/start');
+    message.success(result.message || '远程自动化任务已启动');
+    files.value = [];
+    uploadProgress.value = 0;
+    activeTask.value = {
+      has_active: true,
+      task_id: result.task_id,
+      stage: result.stage || 'downloading',
+      started_at: new Date().toISOString()
+    };
+    taskStatus.value = { task_id: result.task_id, status: 'processing', logs: ['远程下载任务已提交，等待处理日志...'] };
+    startPolling(result.task_id);
+  } catch (error) {
+    message.error(error instanceof Error ? error.message : '启动远程自动化任务失败');
+  } finally {
+    remoteStarting.value = false;
+  }
+}
+
 function updateUploadingFiles(progress: number) {
   files.value.forEach(item => {
     if (item.status === 'uploading') {
diff --git a/frontend/src/components/SettingsPanel.vue b/frontend/src/components/SettingsPanel.vue
index 947d02f..cada288 100644
--- a/frontend/src/components/SettingsPanel.vue
+++ b/frontend/src/components/SettingsPanel.vue
@@ -46,6 +46,70 @@
         </template>
       </n-card>
 
+      <n-card title="远程数据源" size="small" class="work-card">
+        <n-form label-placement="top">
+          <n-form-item label="启用远程自动化">
+            <n-switch v-model:value="remoteForm.enabled" />
+          </n-form-item>
+          <n-grid :cols="12" :x-gap="12">
+            <n-gi :span="4">
+              <n-form-item label="协议">
+                <n-select
+                  v-model:value="remoteForm.protocol"
+                  :options="remoteProtocolOptions"
+                  @update:value="updateRemoteProtocol"
+                />
+              </n-form-item>
+            </n-gi>
+            <n-gi :span="8">
+              <n-form-item label="服务器地址">
+                <n-input v-model:value="remoteForm.host" placeholder="192.168.1.10" />
+              </n-form-item>
+            </n-gi>
+          </n-grid>
+          <n-grid :cols="12" :x-gap="12">
+            <n-gi :span="4">
+              <n-form-item label="端口">
+                <n-input-number v-model:value="remoteForm.port" class="full-width" :min="1" :max="65535" />
+              </n-form-item>
+            </n-gi>
+            <n-gi :span="4">
+              <n-form-item label="超时秒数">
+                <n-input-number v-model:value="remoteForm.timeout" class="full-width" :min="1" :max="600" />
+              </n-form-item>
+            </n-gi>
+            <n-gi :span="4">
+              <n-form-item label="FTP 被动模式">
+                <n-switch v-model:value="remoteForm.passive" :disabled="remoteForm.protocol !== 'ftp'" />
+              </n-form-item>
+            </n-gi>
+          </n-grid>
+          <n-grid :cols="12" :x-gap="12">
+            <n-gi :span="6">
+              <n-form-item label="用户名">
+                <n-input v-model:value="remoteForm.user" placeholder="remote user" />
+              </n-form-item>
+            </n-gi>
+            <n-gi :span="6">
+              <n-form-item label="密码">
+                <n-input v-model:value="remoteForm.passwd" type="password" show-password-on="click" />
+              </n-form-item>
+            </n-gi>
+          </n-grid>
+          <n-form-item label="远程目录">
+            <n-input v-model:value="remoteForm.remote_dir" placeholder="/CapacityReportData" />
+          </n-form-item>
+          <p class="form-hint">自动化执行会递归下载该目录下的全部文件和文件夹到本地缓存，再按现有处理流程入库和执行脚本。</p>
+        </n-form>
+
+        <template #footer>
+          <n-space justify="end">
+            <n-button type="primary" :loading="savingRemote" @click="saveRemote">保存配置</n-button>
+            <n-button :loading="testingRemote" @click="testRemote">测试连接</n-button>
+          </n-space>
+        </template>
+      </n-card>
+
       <n-card title="Sheet 过滤规则" size="small" class="work-card">
         <n-space vertical>
           <p class="form-hint">匹配这些关键词的 Sheet 将被跳过处理</p>
@@ -193,7 +257,7 @@ import { useMessage, type SelectOption } from 'naive-ui';
 import { CloseOutline, CloudDownloadOutline, CloudUploadOutline } from '@vicons/ionicons5';
 
 import { apiGet, apiPost, downloadGet, upload } from '../api/client';
-import type { ApiMessage, AppConfig } from '../types';
+import type { ApiMessage, AppConfig, RemoteDataConfig } from '../types';
 import { resetPageHeader, setPageHeader } from '../composables/pageHeader';
 
 interface ExtractFieldConfig {
@@ -208,7 +272,9 @@ const configInput = ref<HTMLInputElement | null>(null);
 const configUpdate = ref('');
 const loading = ref(false);
 const testingDb = ref(false);
+const testingRemote = ref(false);
 const savingMysql = ref(false);
+const savingRemote = ref(false);
 const savingSheetFilter = ref(false);
 const savingExtractFields = ref(false);
 const changingPassword = ref(false);
@@ -226,6 +292,18 @@ const mysqlForm = reactive({
   dbname: ''
 });
 
+const remoteForm = reactive<RemoteDataConfig>({
+  enabled: false,
+  protocol: 'sftp',
+  host: '',
+  port: 22,
+  user: '',
+  passwd: '',
+  remote_dir: '/',
+  passive: true,
+  timeout: 30
+});
+
 const passwordForm = reactive({
   current_password: '',
   new_password: '',
@@ -238,6 +316,10 @@ const fieldTypeOptions: SelectOption[] = [
   { label: '小数', value: 'float' },
   { label: '日期时间', value: 'datetime' }
 ];
+const remoteProtocolOptions: SelectOption[] = [
+  { label: 'SFTP', value: 'sftp' },
+  { label: 'FTP', value: 'ftp' }
+];
 
 const visibleFieldMappings = computed(() => {
   const keyword = fieldSearch.value.trim().toLowerCase();
@@ -275,6 +357,7 @@ async function loadConfig() {
     mysqlForm.user = config.mysql.user;
     mysqlForm.passwd = config.mysql.passwd || '';
     mysqlForm.dbname = config.mysql.dbname;
+    Object.assign(remoteForm, normalizeRemoteConfig(config.remote_data));
     sheetFilters.value = [...config.sheet_filter];
     extractFields.value = normalizeExtractFields(config.extract_fields);
     resetExtractInputs();
@@ -285,6 +368,15 @@ async function loadConfig() {
   }
 }
 
+function updateRemoteProtocol(value: string) {
+  if (value === 'sftp' && (!remoteForm.port || remoteForm.port === 21)) {
+    remoteForm.port = 22;
+  }
+  if (value === 'ftp' && (!remoteForm.port || remoteForm.port === 22)) {
+    remoteForm.port = 21;
+  }
+}
+
 async function saveMysql() {
   if (!mysqlForm.host || !mysqlForm.user || !mysqlForm.dbname) {
     message.warning('请填写完整数据库配置');
@@ -306,6 +398,57 @@ async function saveMysql() {
   }
 }
 
+function getRemotePayload(): RemoteDataConfig {
+  return {
+    ...remoteForm,
+    protocol: remoteForm.protocol,
+    host: remoteForm.host.trim(),
+    port: remoteForm.port || (remoteForm.protocol === 'sftp' ? 22 : 21),
+    user: remoteForm.user.trim(),
+    passwd: remoteForm.passwd || '',
+    remote_dir: remoteForm.remote_dir.trim() || '/',
+    passive: remoteForm.passive,
+    timeout: remoteForm.timeout || 30
+  };
+}
+
+function validateRemoteForm(): boolean {
+  if (!remoteForm.host || !remoteForm.user || !remoteForm.remote_dir) {
+    message.warning('请填写完整远程数据源配置');
+    return false;
+  }
+  return true;
+}
+
+async function saveRemote() {
+  if (!validateRemoteForm()) return;
+
+  savingRemote.value = true;
+  try {
+    const result = await apiPost<ApiMessage>('/api/config/remote', getRemotePayload());
+    configUpdate.value = result.update || configUpdate.value;
+    message.success(result.message || '远程数据源配置已保存');
+  } catch (error) {
+    message.error(error instanceof Error ? error.message : '保存远程数据源配置失败');
+  } finally {
+    savingRemote.value = false;
+  }
+}
+
+async function testRemote() {
+  if (!validateRemoteForm()) return;
+
+  testingRemote.value = true;
+  try {
+    const result = await apiPost<ApiMessage>('/api/remote/test', getRemotePayload());
+    message[result.success ? 'success' : 'error'](result.message || '远程连接测试完成');
+  } catch (error) {
+    message.error(error instanceof Error ? error.message : '远程连接测试失败');
+  } finally {
+    testingRemote.value = false;
+  }
+}
+
 async function testDatabase() {
   testingDb.value = true;
   try {
@@ -457,6 +600,21 @@ async function uploadConfigFile(event: Event) {
   }
 }
 
+function normalizeRemoteConfig(config: RemoteDataConfig | undefined): RemoteDataConfig {
+  const protocol = config?.protocol === 'ftp' ? 'ftp' : 'sftp';
+  return {
+    enabled: Boolean(config?.enabled),
+    protocol,
+    host: config?.host || '',
+    port: config?.port || (protocol === 'sftp' ? 22 : 21),
+    user: config?.user || '',
+    passwd: config?.passwd || '',
+    remote_dir: config?.remote_dir || '/',
+    passive: config?.passive ?? true,
+    timeout: config?.timeout || 30
+  };
+}
+
 function normalizeExtractFields(fields: Array<Record<string, unknown>>): ExtractFieldConfig[] {
   return fields.map(field => {
     const extract = Array.isArray(field.Extract) ? uniqueStrings(field.Extract) : [];
diff --git a/frontend/src/styles.css b/frontend/src/styles.css
index 9fa68ed..1eb7f53 100644
--- a/frontend/src/styles.css
+++ b/frontend/src/styles.css
@@ -593,6 +593,36 @@ select {
   font-size: 13px !important;
 }
 
+.remote-run-card {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 16px;
+  margin-top: 16px;
+  padding: 16px 20px;
+  background: var(--td-bg-color-container);
+  border: 1px solid var(--td-border-color-light);
+  border-radius: var(--td-radius-default);
+}
+
+.remote-run-copy {
+  min-width: 0;
+}
+
+.remote-run-copy h4 {
+  margin: 0 0 4px;
+  color: var(--td-text-color-primary);
+  font-size: 15px;
+  font-weight: 600;
+}
+
+.remote-run-copy p {
+  margin: 0;
+  color: var(--td-text-color-secondary);
+  font-size: 13px;
+  line-height: 20px;
+}
+
 .file-list {
   margin-top: 20px;
 }
@@ -1521,6 +1551,11 @@ select {
     justify-content: flex-end;
   }
 
+  .remote-run-card {
+    align-items: stretch;
+    flex-direction: column;
+  }
+
   .card-actions,
   .field-card-title-row,
   .extract-list-header {
diff --git a/frontend/src/types.ts b/frontend/src/types.ts
index cdc91e2..b408901 100644
--- a/frontend/src/types.ts
+++ b/frontend/src/types.ts
@@ -57,10 +57,23 @@ export interface AppConfig {
     passwd?: string;
     dbname: string;
   };
+  remote_data: RemoteDataConfig;
   sheet_filter: string[];
   extract_fields: Array<Record<string, unknown>>;
 }
 
+export interface RemoteDataConfig {
+  enabled: boolean;
+  protocol: 'ftp' | 'sftp';
+  host: string;
+  port: number;
+  user: string;
+  passwd?: string;
+  remote_dir: string;
+  passive: boolean;
+  timeout: number;
+}
+
 export interface TableInfo {
   name: string;
   columns: Array<{
diff --git a/requirements.txt b/requirements.txt
index 4ffa271..7c8deda 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -12,6 +12,7 @@ cryptography
 pandas
 openpyxl
 chardet
+paramiko
 
 # Process manager
 supervisor