diff --git a/backend/api/core/Auth.py b/backend/api/core/Auth.py
index f1fefd92..5f6b63b1 100644
--- a/backend/api/core/Auth.py
+++ b/backend/api/core/Auth.py
@@ -2,10 +2,8 @@ import base64
 import hmac
 import json
 import time
-from typing import Optional
-from core.character.adventure import get_adv_info
 from core.basic.character import Character
-from fastapi import  Header, Request
+from fastapi import  Header
 from api.core.exception import ResponseException
 
 
@@ -67,7 +65,7 @@ def deleteToken(token, redis, env):
     return token
 
 
-def uid(access_uid: Optional[str] = Header(None)):
+def uid(access_uid: str | None = Header(None)):
     try:
         return int(access_uid)
     except Exception:
diff --git a/backend/api/core/Gzip.py b/backend/api/core/Gzip.py
index 2704b424..351035b8 100644
--- a/backend/api/core/Gzip.py
+++ b/backend/api/core/Gzip.py
@@ -1,7 +1,7 @@
 import gzip
 from fastapi import Request, APIRouter, FastAPI
 from fastapi.responses import Response
-from typing import Callable
+from collections.abc import Callable
 from fastapi.middleware.gzip import GZipMiddleware
 from fastapi.routing import APIRoute
 
diff --git a/backend/api/core/Redis.py b/backend/api/core/Redis.py
index 87c449dd..7503971d 100644
--- a/backend/api/core/Redis.py
+++ b/backend/api/core/Redis.py
@@ -10,7 +10,7 @@ def get_redis_info(redis, key, fun,without_gzip=False):
                 info = json.loads(redis.get(key))
             else:
                 info = json.loads(gzip_unzip(redis.get(key)))
-        except Exception as ex:
+        except Exception:
             info = None
     if info is None:
         info = fun()
diff --git a/backend/api/core/Response.py b/backend/api/core/Response.py
index 86200f37..df7a5624 100644
--- a/backend/api/core/Response.py
+++ b/backend/api/core/Response.py
@@ -1,20 +1,20 @@
 import base64
 import json
 from typing import Generic, TypeVar
+from pydantic import Field
 from pydantic.generics import GenericModel
 import gzip  # 导入 gzip 模块
 from io import BytesIO  # 从 io 模块导入 BytesIO 类
 
-
 T = TypeVar('T')
 
-
 class Return(GenericModel, Generic[T]):
-    code: int = 200
-    message: str = ''
-    data: T | dict | str = None
-
-
+    code: int = Field(..., description='响应状态码')
+    """响应状态码"""
+    message: str = Field(..., description='响应消息')
+    """响应消息"""
+    data: T = Field(..., description='响应数据')
+    """响应数据"""
 
 # 定义一个函数，将字符串压缩为 gzip 格式，并进行 base64 编码后返回结果
 def gzip_str(to_gzip: str) -> str:
diff --git a/backend/api/dp.py b/backend/api/dp.py
index 015886f3..455dde29 100644
--- a/backend/api/dp.py
+++ b/backend/api/dp.py
@@ -1,5 +1,5 @@
 import time
-from typing import Annotated, Optional
+from typing import Annotated
 from redis import Redis
 from sqlalchemy.orm import Session
 from fastapi import Depends, Header
@@ -16,7 +16,7 @@ SessionDep = Annotated[Session, Depends(get_db)]
 RedisDep = Annotated[Redis, Depends(get_redis)]
 
 
-def alterToken(redis:RedisDep,alter_token: Optional[str] = Header(None)):
+def alterToken(redis:RedisDep,alter_token: str | None = Header(None)):
     if alter_token is not None:
         try:
             decoded_bytes = base64.b64decode(alter_token)
diff --git a/backend/api/routes/openapi.py b/backend/api/routes/openapi.py
index 78e99f2b..4761cb17 100644
--- a/backend/api/routes/openapi.py
+++ b/backend/api/routes/openapi.py
@@ -2,20 +2,19 @@ from fastapi.params import Param
 from api.core.Gzip import register_gzip_request
 import json
 from fastapi import APIRouter, Path
-from api.core.Response import response,Return
+from api.core.Response import response
 from api.core.Redis import get_redis_info
 from api.dp import RedisDep
 import re
-from typing import TYPE_CHECKING, Annotated
+from typing import Annotated
 
-from api.types.open import SkillInfo,SkillDetail
-if TYPE_CHECKING:
-    from api.core.Response import Return
+from api.types.open import SkillDetailResponse, SkillsListResponse
 
 router = APIRouter()
 
 register_gzip_request(router)
 
+
 def replace_placeholders(template):
     # 匹配 <int>、<float>、<float1>、<float2> 等
     pattern = re.compile(r'<(int|float\d*)>')
@@ -29,64 +28,57 @@ def replace_placeholders(template):
     return pattern.sub(repl, template)
 
 
-@router.get('/skills/')
-async def get_skills_list(redis: RedisDep,skillName: str) -> Return[list[SkillInfo]]:
+@router.get('/skills/', operation_id='skillsList')
+async def get_skills_list(redis: RedisDep, skillName: Annotated[str, Param(..., description='技能名称，支持模糊查询')])->SkillsListResponse:
     """
     根据技能名称，获取对应的技能列表信息
     """
     key = 'openapi:skills'
+
     def get_skills():
         # This function should retrieve the skills list from the data source
         # For now, we return a placeholder list
         with open('./openapi/skills.json', encoding='utf-8') as f:
             skills_data = json.load(f)
         return skills_data
+
     skills_list = get_redis_info(redis, key, get_skills)
-    data = list(
-        filter(
-            lambda x: re.sub(r'\s+', '', skillName) == re.sub(r'\s+', '', x["skillName"]),
-            skills_list
-        )
-    ) if skillName else skills_list
+    data = list(filter(lambda x: re.sub(r'\s+', '', skillName) in re.sub(r'\s+', '', x['skillName']), skills_list)) if skillName else skills_list
     return response(data=data)
 
 
-@router.get('/{job}/{jobGrow}/{skillId}/')
-async def get_cn_skll_info(redis: RedisDep,
-                           job: Annotated[str,Path(..., title='职业')],
-                           jobGrow: Annotated[str,Path(..., title='转职')],
-                           skillId: Annotated[str,Path(..., title='技能')],
-                           level: Annotated[int,Param(..., title="技能等级")]
-                           ) -> Return[SkillDetail]:
+@router.get('/{jobId}/{jobGrowId}/{skillId}/', operation_id='skillDetail')
+async def get_cn_skill_info(redis: RedisDep, jobId: Annotated[str, Path(..., description='职业')], jobGrowId: Annotated[str, Path(..., description='转职')], skillId: Annotated[str, Path(..., description='技能')], level: Annotated[int, Param(..., description='技能等级')]) -> SkillDetailResponse:
     """
     获取技能详细信息
     """
     skill_info = {}
-    key = f'openapi:{job}:{jobGrow}:{skillId}'
+    key = f'openapi:{jobId}:{jobGrowId}:{skillId}'
     try:
+
         def get_skill_info():
             # This function should retrieve the skill info based on job and jobGrow
             # For now, we return a placeholder dictionary
-            with open(f'./openapi/{job}/{jobGrow}/cn/skillDetail/{skillId}.json', encoding='utf-8') as f:
+            with open(f'./openapi/{jobId}/{jobGrowId}/cn/skillDetail/{skillId}.json', encoding='utf-8') as f:
                 skill_data = json.load(f)
-            if "levelInfo" in skill_data and "optionDesc" in skill_data["levelInfo"] and skill_data["levelInfo"]["optionDesc"] is not None:
-                skill_data["levelInfo"]["optionDesc"] = replace_placeholders(skill_data["levelInfo"]["optionDesc"])
+            if 'levelInfo' in skill_data and 'optionDesc' in skill_data['levelInfo'] and skill_data['levelInfo']['optionDesc'] is not None:
+                skill_data['levelInfo']['optionDesc'] = replace_placeholders(skill_data['levelInfo']['optionDesc'])
             return skill_data
 
         skill_info = get_redis_info(redis, key, get_skill_info)
         if level is not None:
-            level = max(0,min(level,skill_info.get("maxLevel",0)))
-            if "levelInfo" in skill_info and "rows" in skill_info["levelInfo"]:
-                detail = list(filter(lambda x: x["level"] == level, skill_info["levelInfo"]["rows"]))
+            level = max(0, min(level, skill_info.get('maxLevel', 0)))
+            if 'levelInfo' in skill_info and 'rows' in skill_info['levelInfo']:
+                detail = list(filter(lambda x: x['level'] == level, skill_info['levelInfo']['rows']))
                 if detail and len(detail) > 0:
-                    skill_info["levelInfo"].update(detail[0])
-                    skill_info["levelInfo"]["detail"] = skill_info["levelInfo"].get("optionDesc", "")
-                    for key in skill_info["levelInfo"]["optionValue"].keys():
-                        skill_info["levelInfo"]["detail"] = skill_info["levelInfo"]["detail"].replace(f"{{{key}}}",str(skill_info["levelInfo"]["optionValue"][key]))
-                    del skill_info["levelInfo"]["rows"]
-                    skill_info["attribute"] = {}
-                    skill_info["attribute"].update(skill_info["levelInfo"])
-                    del skill_info["levelInfo"]
+                    skill_info['levelInfo'].update(detail[0])
+                    skill_info['levelInfo']['detail'] = skill_info['levelInfo'].get('optionDesc', '')
+                    for key in skill_info['levelInfo']['optionValue'].keys():
+                        skill_info['levelInfo']['detail'] = skill_info['levelInfo']['detail'].replace(f'{{{key}}}', str(skill_info['levelInfo']['optionValue'][key]))
+                    del skill_info['levelInfo']['rows']
+                    skill_info['attribute'] = {}
+                    skill_info['attribute'].update(skill_info['levelInfo'])
+                    del skill_info['levelInfo']
     except FileNotFoundError:
-        return response(code=404, message=f"技能信息未找到: {job} {jobGrow} {skillId}", data=None)
+        return response(code=404, message=f'技能信息未找到: {jobId} {jobGrowId} {skillId}', data=None)
     return response(data=skill_info)
diff --git a/backend/api/types/open.py b/backend/api/types/open.py
index b2c76959..f813ba98 100644
--- a/backend/api/types/open.py
+++ b/backend/api/types/open.py
@@ -1,16 +1,22 @@
 from enum import Enum
 from pydantic import BaseModel, Field
-
+from typing import Generic, TypeVar
+from pydantic.generics import GenericModel
+from api.core.Response import Return as Response
 
 class SkillInfo(BaseModel):
     skillId: str = Field(..., description='技能ID')
     """技能ID"""
     skillName: str = Field(..., description='技能名称')
     """技能名称"""
-    job: str = Field(..., description='职业')
-    """职业"""
-    jobGrow: str = Field(..., description='转职')
-    """转职"""
+    jobId: str = Field(..., description='职业Id')
+    """职业Id"""
+    jobName: str = Field(..., description='职业名称')
+    """职业名称"""
+    jobGrowId: str = Field(..., description='转职Id')
+    """转职Id"""
+    jobGrowName: str = Field(..., description='转职名称')
+    """转职名称"""
 
 
 class SkillType(str, Enum):
@@ -33,36 +39,38 @@ class IConsumeItem(BaseModel):
     """物品ID"""
     itemName: str = Field(..., description='物品名称')
     """物品名称"""
-    value: str = Field(..., description='物品类型')
+    value: int = Field(..., description='物品类型')
     """物品类型"""
 
+
 class IPreSkill(BaseModel):
-    level: str = Field(..., description='前置技能等级')
+    level: int = Field(..., description='前置技能等级')
     """前置技能等级"""
     name: str = Field(..., description='前置技能名称')
     """前置技能名称"""
-    skillId: int = Field(..., description='前置技能ID')
+    skillId: str = Field(..., description='前置技能ID')
     """前置技能ID"""
 
+
 class IAttribute(BaseModel):
-    castingTime: float | None = Field(..., description='施放时间')
+    castingTime: float | None = Field(None, description='施放时间')
     """施放时间"""
-    coolTime: float | None = Field(..., description='冷却时间')
+    coolTime: float | None = Field(None, description='冷却时间')
     """冷却时间"""
-    consumeMp: int | None = Field(..., description='魔法值')
+    consumeMp: int | None = Field(None, description='魔法值')
     """魔法值"""
-    detail: str | None = Field(..., description='技能描述')
+    detail: str | None = Field(None, description='技能描述')
     """技能描述"""
-    level: int | None = Field(..., description='技能等级')
+    level: int | None = Field(None, description='技能等级')
     """技能等级"""
-    optionDesc: str | None = Field(..., description='技能选项描述')
+    optionDesc: str | None = Field(None, description='技能选项描述')
     """技能选项描述"""
-    optionValue: dict[str, float] | None = Field(..., description='技能选项值')
+    optionValue: dict[str, float | str] | None = Field(None, description='技能选项值')
 
 
 class ILevelInfo(BaseModel):
-    optionDesc: str | None = Field(..., description='技能选项描述')
-    rows: list[IAttribute] | None = Field(..., description='技能等级信息')
+    optionDesc: str | None = Field(None, description='技能选项描述')
+    rows: list[IAttribute] | None = Field(None, description='技能等级信息')
 
 
 class IEvolution(BaseModel):
@@ -70,23 +78,23 @@ class IEvolution(BaseModel):
     """进化类型"""
     name: str = Field(..., description='进化名称')
     """进化名称"""
-    desc: str | None = Field(..., description='进化简介')
+    desc: str = Field(..., description='进化简介')
     """进化简介"""
-    descDetail: str | None = Field(..., description='进化详细描述')
+    descDetail: str = Field(..., description='进化详细描述')
     """进化详细描述"""
 
 
 class IKeyValues(BaseModel):
     name: str = Field(..., description='名称')
     """名称"""
-    value: str | None = Field(..., description='数值')
+    value: str = Field(..., description='数值')
     """数值"""
 
 
 class IEnhancement(BaseModel):
-    type: str = Field(..., description='强化类型')
+    type: int = Field(None, description='强化类型')
     """强化类型"""
-    status: list[IKeyValues] | None = Field(..., description='强化状态')
+    status: list[IKeyValues] = Field(None, description='强化状态')
 
 
 class SkillDetail(BaseModel):
@@ -94,31 +102,34 @@ class SkillDetail(BaseModel):
     """技能名称"""
     type: SkillType = Field(..., description='技能类型')
     """技能类型"""
-    desc: str | None = Field(..., description='技能描述')
+    desc: str | None = Field(None, description='技能描述')
     """技能描述"""
-    descDetail: str | None = Field(..., description='技能详细描述')
+    descDetail: str | None = Field(None, description='技能详细描述')
     """技能详细描述"""
-    consumeItem: IConsumeItem | None = Field(..., description='消耗物品')
+    consumeItem: IConsumeItem | None = Field(None, description='消耗物品')
     """消耗物品"""
-    descSpecial: str | None = Field(..., description='特殊功能')
+    descSpecial: list[str] | None = Field(None, description='特殊功能')
     """特殊功能"""
     maxLevel: int = Field(..., description='等级上限')
     """等级上限"""
-    requiredLevel: int = Field(1, description='学习等级')
+    requiredLevel: int = Field(..., description='学习等级')
     """学习等级"""
-    requiredLevelRange: str | None = Field(..., description='学习间隔')
+    requiredLevelRange: int = Field(..., description='学习间隔')
     """学习间隔"""
-    preRequiredSkill: list[IPreSkill] | None = Field(..., description='前置技能')
+    preRequiredSkill: list[IPreSkill] | None = Field(None, description='前置技能')
     """前置技能"""
-    jobId: str | None = Field(..., description='职业ID')
+    jobId: str = Field(..., description='职业ID')
     """职业ID"""
-    jobName: str | None = Field(..., description='职业名称')
+    jobName: str = Field(..., description='职业名称')
     """职业名称"""
-    levelInfo: list[ILevelInfo] | None = Field(..., description='技能等级信息')
+    levelInfo: list[ILevelInfo] | None = Field(None, description='技能等级信息')
     """技能等级信息"""
-    attribute: IAttribute | None = Field(..., description='技能属性')
+    attribute: IAttribute | None = Field(None, description='技能属性')
     """技能属性"""
-    evolution: list[IEvolution] | None = Field(..., description='技能进化信息')
+    evolution: list[IEvolution] | None = Field(None, description='技能进化信息')
     """技能进化信息"""
-    enhancement: list[IEnhancement] | None = Field(..., description='技能强化信息')
+    enhancement: list[IEnhancement] | None = Field(None, description='技能强化信息')
     """技能强化信息"""
+
+SkillDetailResponse = Response[SkillDetail]
+SkillsListResponse = Response[list[SkillInfo]]
diff --git a/backend/main.py b/backend/main.py
index ca7cd7c8..1a6ac541 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -3,15 +3,18 @@ from api.main import api_router
 from fastapi import FastAPI
 from multiprocessing import freeze_support
 from api.core import Exceptions,Middleware,Gzip
+from fastapi_mcp import FastApiMCP
 import uvicorn
 
-
-application = FastAPI(docs_url=None, redoc_url=None)
+application = FastAPI(docs_url='/doc', redoc_url=None)
 application.add_exception_handler(Exception, Exceptions.all_exception_handler)
 Middleware.register_cors(application)
 Gzip.register_gzip_response(application)
 application.include_router(api_router)
 
+mcp = FastApiMCP(application,name="dcalc-mcp",description="Dcalc MCP Service",include_operations=["skillsList", "skillDetail"])
+mcp.mount()
+
 if __name__ == '__main__':
     freeze_support()
 
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 8d97294c..712e7da2 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -5,6 +5,7 @@ description = "A backend project for dcalc, a calculator application."
 readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
+    "fastapi-mcp>=0.3.4",
     "fastapi[all]>=0.115.11",
     "redis>=5.2.1",
     "requests>=2.32.3",
diff --git a/backend/uv.lock b/backend/uv.lock
index 31713561..a2f4453a 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -2,10 +2,6 @@ version = 1
 revision = 1
 requires-python = ">=3.10"
 
-[[tool.uv.index]]
-url = "https://pypi.tuna.tsinghua.edu.cn/simple"
-default = true
-
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -136,6 +132,7 @@ version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
     { name = "fastapi", extra = ["all"] },
+    { name = "fastapi-mcp" },
     { name = "redis" },
     { name = "requests" },
     { name = "sqlalchemy" },
@@ -144,6 +141,7 @@ dependencies = [
 [package.metadata]
 requires-dist = [
     { name = "fastapi", extras = ["all"], specifier = ">=0.115.11" },
+    { name = "fastapi-mcp", specifier = ">=0.3.4" },
     { name = "redis", specifier = ">=5.2.1" },
     { name = "requests", specifier = ">=2.32.3" },
     { name = "sqlalchemy", specifier = ">=2.0.38" },
@@ -229,6 +227,27 @@ standard = [
     { name = "uvicorn", extra = ["standard"] },
 ]
 
+[[package]]
+name = "fastapi-mcp"
+version = "0.3.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "fastapi" },
+    { name = "httpx" },
+    { name = "mcp" },
+    { name = "pydantic" },
+    { name = "pydantic-settings" },
+    { name = "requests" },
+    { name = "rich" },
+    { name = "tomli" },
+    { name = "typer" },
+    { name = "uvicorn" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/73/93/f0cc88f6ec51ce9c92570d097c3e94a6fe5c98cf9f372504456fc29cb33c/fastapi_mcp-0.3.4.tar.gz", hash = "sha256:2a83dde5b249cfa6276f0ee90958387bb8c9c430f1a6213f559ead757dfe18b2", size = 164950 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b8/4e/63e2ae715135406b0d3c74c301743f470888740bd4ed0ebd170a8f005ca3/fastapi_mcp-0.3.4-py3-none-any.whl", hash = "sha256:b2bcddd0514201c6434b970263f8f4e9e8e1f494ea93fdc0de251e19337e19cf", size = 22928 },
+]
+
 [[package]]
 name = "greenlet"
 version = "3.1.1"
@@ -353,6 +372,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517 },
 ]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/4c/60/8f4281fa9bbf3c8034fd54c0e7412e66edbab6bc74c4996bd616f8d0406e/httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721", size = 12624 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e1/9b/a181f281f65d776426002f330c31849b86b31fc9d848db62e16f03ff739f/httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f", size = 7819 },
+]
+
 [[package]]
 name = "idna"
 version = "3.10"
@@ -453,6 +481,26 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4f/65/6079a46068dfceaeabb5dcad6d674f5f5c61a6fa5673746f42a9f4c233b3/MarkupSafe-3.0.2-cp313-cp313t-win_amd64.whl", hash = "sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f", size = 15739 },
 ]
 
+[[package]]
+name = "mcp"
+version = "1.9.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "httpx" },
+    { name = "httpx-sse" },
+    { name = "pydantic" },
+    { name = "pydantic-settings" },
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