diff --git a/README.md b/README.md
index ce74bb7..1b0d7b5 100644
--- a/README.md
+++ b/README.md
@@ -638,6 +638,7 @@ A: 由于权限限制，您无法直接触发主仓库的 Actions。请通过 Fo
 * https://github.com/encode/httpx/
 * https://github.com/tiangolo/fastapi
 * https://github.com/textualize/textual/
+* https://github.com/jlowin/fastmcp
 * https://github.com/omnilib/aiosqlite
 * https://github.com/thewh1teagle/rookie
 * https://github.com/carpedm20/emoji/
diff --git a/README_EN.md b/README_EN.md
index 0101a62..271586f 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -662,6 +662,7 @@ repository to execute the build process
 * https://github.com/encode/httpx/
 * https://github.com/tiangolo/fastapi
 * https://github.com/textualize/textual/
+* https://github.com/jlowin/fastmcp
 * https://github.com/omnilib/aiosqlite
 * https://github.com/thewh1teagle/rookie
 * https://github.com/carpedm20/emoji/
diff --git a/pyproject.toml b/pyproject.toml
index 32e7b2f..c3b1722 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,7 @@ dependencies = [
     "click>=8.1.8",
     "emoji>=2.14.1",
     "fastapi>=0.115.9",
+    "fastmcp>=2.10.5",
     "httpx[socks]>=0.28.1",
     "lxml>=5.3.1",
     "pyperclip>=1.9.0",
diff --git a/source/application/app.py b/source/application/app.py
index 9651fdd..7f8a4c3 100644
--- a/source/application/app.py
+++ b/source/application/app.py
@@ -3,9 +3,12 @@ from contextlib import suppress
 from datetime import datetime
 from re import compile
 from urllib.parse import urlparse
-
+from textwrap import dedent
 from fastapi import FastAPI
 from fastapi.responses import RedirectResponse
+from fastmcp import FastMCP
+from typing import Annotated
+from pydantic import Field
 
 # from aiohttp import web
 from pyperclip import copy, paste
@@ -525,11 +528,14 @@ class XHS:
         port=5556,
         log_level="info",
     ):
+        mcp = self.init_mcp_server()
         self.server = FastAPI(
             debug=self.VERSION_BETA,
             title="XHS-Downloader",
             version=__VERSION__,
+            lifespan=mcp.lifespan,
         )
+        self.server.mount("/xhs", mcp)
         self.setup_routes()
         config = Config(
             self.server,
@@ -541,19 +547,38 @@ class XHS:
         await server.serve()
 
     def setup_routes(self):
-        @self.server.get("/")
+        @self.server.get(
+            "/",
+            summary=_("访问项目 GitHub 仓库"),
+            description=_("重定向至项目 GitHub 仓库主页"),
+            tags=["API"],
+        )
         async def index():
             return RedirectResponse(url=REPOSITORY)
 
         @self.server.post(
-            "/xhs/",
+            "/xhs/detail",
+            summary=_("获取作品数据及下载地址"),
+            description=_(
+                dedent("""
+                **参数**:
+                        
+                - **url**: 小红书作品链接，自动提取，不支持多链接；必需参数
+                - **download**: 是否下载作品文件；设置为 true 将会耗费更多时间；可选参数
+                - **index**: 下载指定序号的图片文件，仅对图文作品生效；download 参数设置为 false 时不生效；可选参数
+                - **cookie**: 请求数据时使用的 Cookie；可选参数
+                - **proxy**: 请求数据时使用的代理；可选参数
+                - **skip**: 是否跳过存在下载记录的作品；设置为 true 将不会返回存在下载记录的作品数据；可选参数
+                """)
+            ),
+            tags=["API"],
             response_model=ExtractData,
         )
         async def handle(extract: ExtractParams):
+            data = None
             url = await self.extract_links(extract.url, None)
             if not url:
                 msg = _("提取小红书作品链接失败")
-                data = None
             else:
                 if data := await self.__deal_extract(
                     url[0],
@@ -568,5 +593,136 @@ class XHS:
                     msg = _("获取小红书作品数据成功")
                 else:
                     msg = _("获取小红书作品数据失败")
-                    data = None
             return ExtractData(message=msg, params=extract, data=data)
+
+    def init_mcp_server(self):
+        mcp = FastMCP(
+            "XHS-Downloader",
+            instructions=dedent("""
+                本服务器提供两个 MCP 接口，分别用于获取小红书作品信息和下载小红书作品文件，二者互不依赖，可独立调用。
+                
+                支持的作品链接格式：
+                - https://www.xiaohongshu.com/explore/...
+                - https://www.xiaohongshu.com/discovery/item/...
+                - https://xhslink.com/...
+                
+                get_data
+                功能：输入小红书作品链接，返回该作品的信息。
+                参数：
+                - url（必填）：小红书作品链接
+                返回：
+                - message：提示
+                - data：作品信息
+                
+                download
+                功能：输入小红书作品链接，下载作品文件。
+                参数：
+                - url（必填）：小红书作品链接
+                - index（选填）：根据用户指定的图片序号（如用户说“下载第1和第3张”时，index应为 [1, 3]），生成由所需图片序号组成的列表；如果用户未指定序号，则该字段为 None
+                - return_data（可选）：是否返回作品信息；如需获取作品信息，可设置此参数为 true，默认值为 false
+                返回：
+                - true 或者 dict：表示下载成功
+                - false 或者 null：表示下载失败或出错
+                """),
+            version=__VERSION__,
+        )
+
+        @mcp.tool(
+            name="get_data",
+            description=_(
+                dedent("""
+                功能：输入小红书作品链接，返回该作品的信息。
+                
+                参数：
+                url（必填）：小红书作品链接，格式如：
+                - https://www.xiaohongshu.com/explore/...
+                - https://www.xiaohongshu.com/discovery/item/...
+                - https://xhslink.com/...
+                
+                返回：
+                message：提示
+                data：作品信息
+                """)
+            ),
+            tags={
+                "小红书",
+                "XiaoHongShu",
+                "RedNote",
+            },
+        )
+        async def get_data(
+            url: Annotated[str, Field(description=_("小红书作品链接"))],
+        ) -> dict:
+            data = None
+            url = await self.extract_links(url, None)
+            if not url:
+                msg = _("提取小红书作品链接失败")
+            else:
+                if data := await self.__deal_extract(
+                    url[0],
+                    False,
+                    None,
+                    None,
+                    None,
+                    True,
+                ):
+                    msg = _("获取小红书作品数据成功")
+                else:
+                    msg = _("获取小红书作品数据失败")
+            return {
+                "message": msg,
+                "data": data,
+            }
+
+        @mcp.tool(
+            name="download",
+            description=_(
+                dedent("""
+                功能：输入小红书作品链接，下载作品文件。
+                
+                参数：
+                url（必填）：小红书作品链接，格式如：
+                - https://www.xiaohongshu.com/explore/...
+                - https://www.xiaohongshu.com/discovery/item/...
+                - https://xhslink.com/...
+                
+                index（选填）：根据用户指定的图片序号（如用户说“下载第1和第3张”时，index应为 [1, 3]），生成由所需图片序号组成的列表；如果用户未指定序号，则该字段为 None
+                return_data（可选）：是否返回作品信息；如需获取作品信息，可设置此参数为 true，默认值为 false
+                
+                返回：
+                true 或者 dict：表示下载成功
+                false 或者 null：表示下载失败或出错
+                """)
+            ),
+            tags={
+                "小红书",
+                "XiaoHongShu",
+                "RedNote",
+            },
+        )
+        async def download(
+            url: Annotated[str, Field(description=_("小红书作品链接"))],
+            index: Annotated[
+                list[str | int] | None,
+                Field(default=None, description=_("指定需要下载的图文作品序号")),
+            ],
+            return_data: Annotated[
+                bool,
+                Field(default=False, description=_("是否需要返回作品信息")),
+            ],
+        ) -> dict | bool | None:
+            data = None
+            url = await self.extract_links(url, None)
+            if url:
+                data = await self.__deal_extract(
+                    url[0],
+                    True,
+                    index,
+                    None,
+                    None,
+                    True,
+                )
+            return (data or None) if return_data else bool(data)
+
+        return mcp.http_app(path="/mcp")
+
diff --git a/source/module/model.py b/source/module/model.py
index 77f12bb..96d989e 100644
--- a/source/module/model.py
+++ b/source/module/model.py
@@ -4,7 +4,7 @@ from pydantic import BaseModel
 class ExtractParams(BaseModel):
     url: str
     download: bool = False
-    index: list = None
+    index: list[str | int] | None = None
     cookie: str = None
     proxy: str = None
     skip: bool = False
diff --git a/static/Release_Notes.md b/static/Release_Notes.md
index c4511b8..59ed96d 100644
--- a/static/Release_Notes.md
+++ b/static/Release_Notes.md
@@ -1,10 +1,13 @@
 **项目更新内容：**
 
 1. 修复作品类型判断失败时异常退出的问题
-2. 修复部分图文作品下载失败的问题
-3. 修改 API 模式默认端口为 `5556`
-4. 优化提取链接的正则表达式
-5. 支持音乐图集作品下载
+2. 修改服务器模式请求路径为 `/xhs/detail`
+3. 服务器模式支持通过 MCP 调用
+4. 修复部分图文作品下载失败的问题
+5. 修改服务器模式默认端口为 `5556`
+6. 优化提取链接的正则表达式
+7. 支持音乐图集作品下载
+8. 其他细节优化
 
 *****
 
diff --git a/uv.lock b/uv.lock
index 18e9159..1b7abf9 100644
--- a/uv.lock
+++ b/uv.lock
@@ -122,6 +122,18 @@ wheels = [
     { url = "https://mirrors.ustc.edu.cn/pypi/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815 },
 ]
 
+[[package]]
+name = "authlib"
+version = "1.6.0"
+source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
+dependencies = [
+    { name = "cryptography" },
+]
+sdist = { url = "https://mirrors.ustc.edu.cn/pypi/packages/a2/9d/b1e08d36899c12c8b894a44a5583ee157789f26fc4b176f8e4b6217b56e1/authlib-1.6.0.tar.gz", hash = "sha256:4367d32031b7af175ad3a323d571dc7257b7099d55978087ceae4a0d88cd3210", size = 158371 }
+wheels = [
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/84/29/587c189bbab1ccc8c86a03a5d0e13873df916380ef1be461ebe6acebf48d/authlib-1.6.0-py2.py3-none-any.whl", hash = "sha256:91685589498f79e8655e8a8947431ad6288831d643f11c55c2143ffcc738048d", size = 239981 },
+]
+
 [[package]]
 name = "certifi"
 version = "2025.1.31"
@@ -131,6 +143,28 @@ wheels = [
     { url = "https://mirrors.ustc.edu.cn/pypi/packages/38/fc/bce832fd4fd99766c04d1ee0eead6b0ec6486fb100ae5e74c1d91292b982/certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe", size = 166393 },
 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
+dependencies = [
+    { name = "pycparser" },
+]
+sdist = { url = "https://mirrors.ustc.edu.cn/pypi/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621 }
+wheels = [
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/5a/84/e94227139ee5fb4d600a7a4927f322e1d4aea6fdc50bd3fca8493caba23f/cffi-1.17.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:805b4371bf7197c329fcb3ead37e710d1bca9da5d583f5073b799d5c5bd1eee4", size = 183178 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/da/ee/fb72c2b48656111c4ef27f0f91da355e130a923473bf5ee75c5643d00cca/cffi-1.17.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:733e99bc2df47476e3848417c5a4540522f234dfd4ef3ab7fafdf555b082ec0c", size = 178840 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/cc/b6/db007700f67d151abadf508cbfd6a1884f57eab90b1bb985c4c8c02b0f28/cffi-1.17.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36", size = 454803 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/1a/df/f8d151540d8c200eb1c6fba8cd0dfd40904f1b0682ea705c36e6c2e97ab3/cffi-1.17.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da95af8214998d77a98cc14e3a3bd00aa191526343078b530ceb0bd710fb48a5", size = 478850 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/28/c0/b31116332a547fd2677ae5b78a2ef662dfc8023d67f41b2a83f7c2aa78b1/cffi-1.17.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d63afe322132c194cf832bfec0dc69a99fb9bb6bbd550f161a49e9e855cc78ff", size = 485729 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/91/2b/9a1ddfa5c7f13cab007a2c9cc295b70fbbda7cb10a286aa6810338e60ea1/cffi-1.17.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f79fc4fc25f1c8698ff97788206bb3c2598949bfe0fef03d299eb1b5356ada99", size = 471256 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/b2/d5/da47df7004cb17e4955df6a43d14b3b4ae77737dff8bf7f8f333196717bf/cffi-1.17.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b62ce867176a75d03a665bad002af8e6d54644fad99a3c70905c543130e39d93", size = 479424 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/0b/ac/2a28bcf513e93a219c8a4e8e125534f4f6db03e3179ba1c45e949b76212c/cffi-1.17.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:386c8bf53c502fff58903061338ce4f4950cbdcb23e2902d86c0f722b786bbe3", size = 484568 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/d4/38/ca8a4f639065f14ae0f1d9751e70447a261f1a30fa7547a828ae08142465/cffi-1.17.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:4ceb10419a9adf4460ea14cfd6bc43d08701f0835e979bf821052f1805850fe8", size = 488736 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/86/c5/28b2d6f799ec0bdecf44dced2ec5ed43e0eb63097b0f58c293583b406582/cffi-1.17.1-cp312-cp312-win32.whl", hash = "sha256:a08d7e755f8ed21095a310a693525137cfe756ce62d066e53f502a83dc550f65", size = 172448 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/50/b9/db34c4755a7bd1cb2d1603ac3863f22bcecbd1ba29e5ee841a4bc510b294/cffi-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:51392eae71afec0d0c8fb1a53b204dbb3bcabcb3c9b807eedf3e1e6ccf2de903", size = 181976 },
+]
+
 [[package]]
 name = "click"
 version = "8.1.8"
@@ -152,6 +186,96 @@ wheels = [
     { url = "https://mirrors.ustc.edu.cn/pypi/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
 ]
 
+[[package]]
+name = "cryptography"
+version = "45.0.5"
+source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
+sdist = { url = "https://mirrors.ustc.edu.cn/pypi/packages/95/1e/49527ac611af559665f71cbb8f92b332b5ec9c6fbc4e88b0f8e92f5e85df/cryptography-45.0.5.tar.gz", hash = "sha256:72e76caa004ab63accdf26023fccd1d087f6d90ec6048ff33ad0445abf7f605a", size = 744903 }
+wheels = [
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/f0/fb/09e28bc0c46d2c547085e60897fea96310574c70fb21cd58a730a45f3403/cryptography-45.0.5-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:101ee65078f6dd3e5a028d4f19c07ffa4dd22cce6a20eaa160f8b5219911e7d8", size = 7043092 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/b1/05/2194432935e29b91fb649f6149c1a4f9e6d3d9fc880919f4ad1bcc22641e/cryptography-45.0.5-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3a264aae5f7fbb089dbc01e0242d3b67dffe3e6292e1f5182122bdf58e65215d", size = 4205926 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/07/8b/9ef5da82350175e32de245646b1884fc01124f53eb31164c77f95a08d682/cryptography-45.0.5-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e74d30ec9c7cb2f404af331d5b4099a9b322a8a6b25c4632755c8757345baac5", size = 4429235 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/7c/e1/c809f398adde1994ee53438912192d92a1d0fc0f2d7582659d9ef4c28b0c/cryptography-45.0.5-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:3af26738f2db354aafe492fb3869e955b12b2ef2e16908c8b9cb928128d42c57", size = 4209785 },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/d0/8b/07eb6bd5acff58406c5e806eff34a124936f41a4fb52909ffa4d00815f8c/cryptography-45.0.5-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e6c00130ed423201c5bc5544c23359141660b07999ad82e34e7bb8f882bb78e0", size = 3893050 },
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+dependencies = [
+    { name = "attrs" },
+    { name = "rpds-py" },
+    { name = "typing-extensions" },
+]
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 version = "14.0.0"
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+[[package]]
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+source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
+dependencies = [
+    { name = "docutils" },
+    { name = "rich" },
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 version = "0.5.6"
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+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/7d/16/19f5d9f2a556cfed454eebe4d354c38d51c20f3db69e7b4ce6cff904905d/rpds_py-0.26.0-cp312-cp312-win_amd64.whl", hash = "sha256:cf47cfdabc2194a669dcf7a8dbba62e37a04c5041d2125fae0233b720da6f05c", size = 234995 },
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+
 [[package]]
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 version = "1.3.1"
@@ -559,6 +891,18 @@ wheels = [
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+[[package]]
+name = "sse-starlette"
+version = "2.4.1"
+source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
+dependencies = [
+    { name = "anyio" },
+]
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+wheels = [
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+]
+
 [[package]]
 name = "starlette"
 version = "0.46.2"
@@ -672,6 +1016,7 @@ dependencies = [
     { name = "click" },
     { name = "emoji" },
     { name = "fastapi" },
+    { name = "fastmcp" },
     { name = "httpx", extra = ["socks"] },
     { name = "lxml" },
     { name = "pyperclip" },
@@ -693,6 +1038,7 @@ requires-dist = [
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     { name = "emoji", specifier = ">=2.14.1" },
     { name = "fastapi", specifier = ">=0.115.9" },
+    { name = "fastmcp", specifier = ">=2.10.5" },
     { name = "httpx", extras = ["socks"], specifier = ">=0.28.1" },
     { name = "lxml", specifier = ">=5.3.1" },
     { name = "pyperclip", specifier = ">=1.9.0" },