{"id":32925,"date":"2025-04-26T07:45:24","date_gmt":"2025-04-25T23:45:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/32925.html"},"modified":"2025-04-26T07:45:24","modified_gmt":"2025-04-25T23:45:24","slug":"fastmcp%e4%b8%8efastapi%ef%bc%9a%e6%9e%84%e5%bb%ba%e8%87%aa%e5%ae%9a%e4%b9%89mcp%e6%9c%8d%e5%8a%a1%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/32925.html","title":{"rendered":"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668"},"content":{"rendered":"<h2>FastMCP\u4e0eFastAPI&#xff1a;\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668<\/h2>\n<p>\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae(Model Context Protocol, MCP)\u662f\u4e00\u79cd\u8ba9AI\u6a21\u578b\u4e0e\u5916\u90e8\u5de5\u5177\u548c\u670d\u52a1\u4ea4\u4e92\u7684\u6807\u51c6\u3002\u672c\u6587\u5c06\u4ecb\u7ecdFastMCP\u548cFastAPI&#xff0c;\u5e76\u901a\u8fc7\u5b9e\u4f8b\u5c55\u793a\u5982\u4f55\u521b\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668\u3002<\/p>\n<h3>MCP\u57fa\u7840\u6982\u5ff5<\/h3>\n<p>MCP\u5141\u8bb8\u8bed\u8a00\u6a21\u578b:<\/p>\n<ul>\n<li>\u8bbf\u95ee\u5916\u90e8\u5de5\u5177\u548cAPI<\/li>\n<li>\u6267\u884c\u5b9e\u65f6\u8ba1\u7b97\u548c\u67e5\u8be2<\/li>\n<li>\u4e0e\u6587\u4ef6\u7cfb\u7edf\u548c\u670d\u52a1\u4ea4\u4e92<\/li>\n<\/ul>\n<p>\u7b80\u5355\u6765\u8bf4&#xff0c;MCP\u8ba9AI\u6a21\u578b\u80fd&#034;\u8d70\u51fa&#034;\u5bf9\u8bdd\u6846&#xff0c;\u8c03\u7528\u5404\u79cd\u529f\u80fd\u3002<\/p>\n<h3>FastMCP\u4ecb\u7ecd<\/h3>\n<p>FastMCP\u662f\u4e00\u4e2aPython\u5e93&#xff0c;\u7b80\u5316\u4e86MCP\u670d\u52a1\u5668\u7684\u6784\u5efa\u3002\u5b83\u63d0\u4f9b\u4e86:<\/p>\n<ul>\n<li>\u6613\u7528\u7684\u88c5\u9970\u5668\u8bed\u6cd5<\/li>\n<li>\u81ea\u52a8\u5904\u7406\u8bf7\u6c42\/\u54cd\u5e94<\/li>\n<li>\u53c2\u6570\u9a8c\u8bc1\u548c\u9519\u8bef\u5904\u7406<\/li>\n<\/ul>\n<h3>FastAPI\u4ecb\u7ecd<\/h3>\n<p>FastAPI\u662f\u4e00\u4e2a\u73b0\u4ee3Web\u6846\u67b6&#xff0c;\u7528\u4e8e\u6784\u5efaAPI&#xff1a;<\/p>\n<ul>\n<li>\u9ad8\u6027\u80fd&#xff08;\u57fa\u4e8eASGI&#xff09;<\/li>\n<li>\u81ea\u52a8\u751f\u6210\u4ea4\u4e92\u5f0f\u6587\u6863<\/li>\n<li>\u6570\u636e\u9a8c\u8bc1\u548c\u5e8f\u5217\u5316<\/li>\n<li>\u57fa\u4e8ePython\u7c7b\u578b\u63d0\u793a<\/li>\n<\/ul>\n<h3>FastMCP\u4e0eFastAPI\u7684\u7ed3\u5408<\/h3>\n<p>\u4e8c\u8005\u7ed3\u5408\u7684\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>FastAPI\u63d0\u4f9b\u4e86Web\u670d\u52a1\u5668\u57fa\u7840\u67b6\u6784<\/li>\n<li>FastMCP\u6dfb\u52a0\u4e86\u6a21\u578b\u4ea4\u4e92\u80fd\u529b<\/li>\n<li>\u5171\u4eab\u76f8\u4f3c\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u548c\u7c7b\u578b\u7cfb\u7edf<\/li>\n<\/ul>\n<h3>\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668\u793a\u4f8b<\/h3>\n<p><span class=\"token comment\"># \u793a\u4f8b1&#xff1a;\u57fa\u7840\u8ba1\u7b97\u5668\u670d\u52a1\u5668<\/span><br \/>\n<span class=\"token keyword\">from<\/span> fastmcp <span class=\"token keyword\">import<\/span> MCPServer<span class=\"token punctuation\">,<\/span> Request<br \/>\n<span class=\"token keyword\">from<\/span> fastapi <span class=\"token keyword\">import<\/span> FastAPI<br \/>\n<span class=\"token keyword\">from<\/span> pydantic <span class=\"token keyword\">import<\/span> BaseModel<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> FastAPI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\nmcp_server <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">CalculationRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    x<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    y<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>CalculationRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u52a0&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">.<\/span>x <span class=\"token operator\">&#043;<\/span> data<span class=\"token punctuation\">.<\/span>y<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">subtract<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>CalculationRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u4ece\u7b2c\u4e00\u4e2a\u6570\u5b57\u4e2d\u51cf\u53bb\u7b2c\u4e8c\u4e2a\u6570\u5b57&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">.<\/span>x <span class=\"token operator\">&#8211;<\/span> data<span class=\"token punctuation\">.<\/span>y<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">multiply<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>CalculationRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u4e58&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">.<\/span>x <span class=\"token operator\">*<\/span> data<span class=\"token punctuation\">.<\/span>y<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">divide<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>CalculationRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5c06\u7b2c\u4e00\u4e2a\u6570\u5b57\u9664\u4ee5\u7b2c\u4e8c\u4e2a\u6570\u5b57&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">if<\/span> data<span class=\"token punctuation\">.<\/span>y <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u9664\u6570\u4e0d\u80fd\u4e3a\u96f6&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> data<span class=\"token punctuation\">.<\/span>x <span class=\"token operator\">\/<\/span> data<span class=\"token punctuation\">.<\/span>y<\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> uvicorn<br \/>\n    uvicorn<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">,<\/span> host<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;0.0.0.0&#034;<\/span><span class=\"token punctuation\">,<\/span> port<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8000<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b2&#xff1a;\u5929\u6c14\u4fe1\u606f\u670d\u52a1\u5668<\/span><br \/>\n<span class=\"token keyword\">from<\/span> fastmcp <span class=\"token keyword\">import<\/span> MCPServer<span class=\"token punctuation\">,<\/span> Request<br \/>\n<span class=\"token keyword\">from<\/span> fastapi <span class=\"token keyword\">import<\/span> FastAPI<br \/>\n<span class=\"token keyword\">from<\/span> pydantic <span class=\"token keyword\">import<\/span> BaseModel<br \/>\n<span class=\"token keyword\">import<\/span> random<br \/>\n<span class=\"token keyword\">from<\/span> datetime <span class=\"token keyword\">import<\/span> datetime<span class=\"token punctuation\">,<\/span> timedelta<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> FastAPI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\nmcp_server <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">WeatherRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    city<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    days<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">1<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">WeatherInfo<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    date<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    temperature<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">float<\/span><br \/>\n    condition<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    humidity<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">get_weather<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>WeatherRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span>WeatherInfo<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u83b7\u53d6\u6307\u5b9a\u57ce\u5e02\u7684\u5929\u6c14\u9884\u62a5&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<\/p>\n<p>    <span class=\"token comment\"># \u8fd9\u91cc\u4f7f\u7528\u6a21\u62df\u6570\u636e&#xff0c;\u5b9e\u9645\u5e94\u7528\u4e2d\u4f1a\u8c03\u7528\u771f\u5b9e\u7684\u5929\u6c14API<\/span><br \/>\n    weather_conditions <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u6674\u6717&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u591a\u4e91&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5c0f\u96e8&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5927\u96e8&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u96f7\u96e8&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5c0f\u96ea&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>    result <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    today <span class=\"token operator\">&#061;<\/span> datetime<span class=\"token punctuation\">.<\/span>now<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">for<\/span> i <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">.<\/span>days<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        date <span class=\"token operator\">&#061;<\/span> today <span class=\"token operator\">&#043;<\/span> timedelta<span class=\"token punctuation\">(<\/span>days<span class=\"token operator\">&#061;<\/span>i<span class=\"token punctuation\">)<\/span><br \/>\n        result<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>WeatherInfo<span class=\"token punctuation\">(<\/span><br \/>\n            date<span class=\"token operator\">&#061;<\/span>date<span class=\"token punctuation\">.<\/span>strftime<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;%Y-%m-%d&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            temperature<span class=\"token operator\">&#061;<\/span><span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>random<span class=\"token punctuation\">.<\/span>uniform<span class=\"token punctuation\">(<\/span><span class=\"token number\">15<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">30<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            condition<span class=\"token operator\">&#061;<\/span>random<span class=\"token punctuation\">.<\/span>choice<span class=\"token punctuation\">(<\/span>weather_conditions<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            humidity<span class=\"token operator\">&#061;<\/span>random<span class=\"token punctuation\">.<\/span>randint<span class=\"token punctuation\">(<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">90<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> result<\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> uvicorn<br \/>\n    uvicorn<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">,<\/span> host<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;0.0.0.0&#034;<\/span><span class=\"token punctuation\">,<\/span> port<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8001<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b3&#xff1a;\u6587\u4ef6\u64cd\u4f5c\u670d\u52a1\u5668<\/span><br \/>\n<span class=\"token keyword\">from<\/span> fastmcp <span class=\"token keyword\">import<\/span> MCPServer<span class=\"token punctuation\">,<\/span> Request<br \/>\n<span class=\"token keyword\">from<\/span> fastapi <span class=\"token keyword\">import<\/span> FastAPI<br \/>\n<span class=\"token keyword\">from<\/span> pydantic <span class=\"token keyword\">import<\/span> BaseModel<br \/>\n<span class=\"token keyword\">import<\/span> os<br \/>\n<span class=\"token keyword\">import<\/span> json<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> FastAPI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\nmcp_server <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6a21\u62df\u6587\u4ef6\u7cfb\u7edf&#xff08;\u5b9e\u9645\u5e94\u7528\u4e2d\u4f7f\u7528\u771f\u5b9e\u6587\u4ef6\u7cfb\u7edf&#xff09;<\/span><br \/>\nfile_system <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">FileWriteRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    filename<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    content<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">FileReadRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    filename<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">FileListRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    directory<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\/&#034;<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">FileDeleteRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    filename<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">write_file<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>FileWriteRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5c06\u5185\u5bb9\u5199\u5165\u6587\u4ef6&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    file_system<span class=\"token punctuation\">[<\/span>data<span class=\"token punctuation\">.<\/span>filename<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">.<\/span>content<br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">read_file<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>FileReadRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">if<\/span> data<span class=\"token punctuation\">.<\/span>filename <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> file_system<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6587\u4ef6 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>data<span class=\"token punctuation\">.<\/span>filename<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u4e0d\u5b58\u5728&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> file_system<span class=\"token punctuation\">[<\/span>data<span class=\"token punctuation\">.<\/span>filename<span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">list_files<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>FileListRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5217\u51fa\u6307\u5b9a\u76ee\u5f55\u4e2d\u7684\u6587\u4ef6&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">(<\/span>file_system<span class=\"token punctuation\">.<\/span>keys<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">delete_file<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>FileDeleteRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5220\u9664\u6587\u4ef6&#034;&#034;&#034;<\/span><br \/>\n    data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">if<\/span> data<span class=\"token punctuation\">.<\/span>filename <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> file_system<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u6587\u4ef6 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>data<span class=\"token punctuation\">.<\/span>filename<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u4e0d\u5b58\u5728&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">del<\/span> file_system<span class=\"token punctuation\">[<\/span>data<span class=\"token punctuation\">.<\/span>filename<span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">True<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> uvicorn<br \/>\n    uvicorn<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">,<\/span> host<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;0.0.0.0&#034;<\/span><span class=\"token punctuation\">,<\/span> port<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8002<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b4&#xff1a;\u7efc\u5408\u5e94\u7528 &#8211; \u4e2a\u4eba\u52a9\u624b\u670d\u52a1<\/span><br \/>\n<span class=\"token keyword\">from<\/span> fastmcp <span class=\"token keyword\">import<\/span> MCPServer<span class=\"token punctuation\">,<\/span> Request<br \/>\n<span class=\"token keyword\">from<\/span> fastapi <span class=\"token keyword\">import<\/span> FastAPI<br \/>\n<span class=\"token keyword\">from<\/span> pydantic <span class=\"token keyword\">import<\/span> BaseModel<br \/>\n<span class=\"token keyword\">from<\/span> datetime <span class=\"token keyword\">import<\/span> datetime<br \/>\n<span class=\"token keyword\">import<\/span> json<br \/>\n<span class=\"token keyword\">import<\/span> random<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> FastAPI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\nmcp_server <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6a21\u62df\u6570\u636e\u5b58\u50a8<\/span><br \/>\nnotes_db <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\ntodos_db <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\ncontacts_db <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Note<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token builtin\">id<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><br \/>\n    title<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    content<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    created_at<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Todo<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token builtin\">id<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><br \/>\n    task<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    completed<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">bool<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><br \/>\n    due_date<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Contact<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token builtin\">id<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><br \/>\n    name<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    phone<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><br \/>\n    email<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">None<\/span><\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">SearchRequest<\/span><span class=\"token punctuation\">(<\/span>BaseModel<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    query<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">add_note<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>Note<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Note<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6dfb\u52a0\u4e00\u6761\u7b14\u8bb0&#034;&#034;&#034;<\/span><br \/>\n    note <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    note<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>notes_db<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><br \/>\n    note<span class=\"token punctuation\">.<\/span>created_at <span class=\"token operator\">&#061;<\/span> datetime<span class=\"token punctuation\">.<\/span>now<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>isoformat<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    notes_db<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>note<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> note<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">get_notes<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span>Note<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u83b7\u53d6\u6240\u6709\u7b14\u8bb0&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> notes_db<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">add_todo<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>Todo<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Todo<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6dfb\u52a0\u4e00\u4e2a\u5f85\u529e\u4e8b\u9879&#034;&#034;&#034;<\/span><br \/>\n    todo <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    todo<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>todos_db<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> todo<span class=\"token punctuation\">.<\/span>due_date<span class=\"token punctuation\">:<\/span><br \/>\n        todo<span class=\"token punctuation\">.<\/span>due_date <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span>datetime<span class=\"token punctuation\">.<\/span>now<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> timedelta<span class=\"token punctuation\">(<\/span>days<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>isoformat<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    todos_db<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>todo<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> todo<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">get_todos<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span>Todo<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u83b7\u53d6\u6240\u6709\u5f85\u529e\u4e8b\u9879&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> todos_db<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">complete_todo<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span><span class=\"token builtin\">int<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Todo<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6807\u8bb0\u5f85\u529e\u4e8b\u9879\u4e3a\u5df2\u5b8c\u6210&#034;&#034;&#034;<\/span><br \/>\n    todo_id <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    <span class=\"token keyword\">for<\/span> todo <span class=\"token keyword\">in<\/span> todos_db<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> todo<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span> <span class=\"token operator\">&#061;&#061;<\/span> todo_id<span class=\"token punctuation\">:<\/span><br \/>\n            todo<span class=\"token punctuation\">.<\/span>completed <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> todo<br \/>\n    <span class=\"token keyword\">raise<\/span> ValueError<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5f85\u529e\u4e8b\u9879 #<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>todo_id<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u4e0d\u5b58\u5728&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">add_contact<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>Contact<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> Contact<span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6dfb\u52a0\u8054\u7cfb\u4eba&#034;&#034;&#034;<\/span><br \/>\n    contact <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<br \/>\n    contact<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>contacts_db<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><br \/>\n    contacts_db<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span>contact<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> contact<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">get_contacts<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">[<\/span>Contact<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u83b7\u53d6\u6240\u6709\u8054\u7cfb\u4eba&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> contacts_db<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp_server<span class=\"token punctuation\">.<\/span>mcp_endpoint<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">search<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">:<\/span> Request<span class=\"token punctuation\">[<\/span>SearchRequest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u641c\u7d22\u7b14\u8bb0\u3001\u5f85\u529e\u4e8b\u9879\u548c\u8054\u7cfb\u4eba&#034;&#034;&#034;<\/span><br \/>\n    query <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>params<span class=\"token punctuation\">.<\/span>query<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    matching_notes <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>note <span class=\"token keyword\">for<\/span> note <span class=\"token keyword\">in<\/span> notes_db <span class=\"token keyword\">if<\/span> query <span class=\"token keyword\">in<\/span> note<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> query <span class=\"token keyword\">in<\/span> note<span class=\"token punctuation\">.<\/span>content<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    matching_todos <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>todo <span class=\"token keyword\">for<\/span> todo <span class=\"token keyword\">in<\/span> todos_db <span class=\"token keyword\">if<\/span> query <span class=\"token keyword\">in<\/span> todo<span class=\"token punctuation\">.<\/span>task<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    matching_contacts <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>contact <span class=\"token keyword\">for<\/span> contact <span class=\"token keyword\">in<\/span> contacts_db <span class=\"token keyword\">if<\/span> query <span class=\"token keyword\">in<\/span> contact<span class=\"token punctuation\">.<\/span>name<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;notes&#034;<\/span><span class=\"token punctuation\">:<\/span> matching_notes<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;todos&#034;<\/span><span class=\"token punctuation\">:<\/span> matching_todos<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;contacts&#034;<\/span><span class=\"token punctuation\">:<\/span> matching_contacts<br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> uvicorn<br \/>\n    uvicorn<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">,<\/span> host<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;0.0.0.0&#034;<\/span><span class=\"token punctuation\">,<\/span> port<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8003<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u5c0f\u767d\u6307\u5357&#xff1a;\u9010\u6b65\u7406\u89e3<\/h3>\n<h4>1. \u4ec0\u4e48\u662fMCP&#xff1f;<\/h4>\n<p>\u60f3\u8c61\u4f60\u7684AI\u52a9\u624b&#xff08;\u5982ChatGPT&#xff09;\u662f\u4e00\u4e2a\u806a\u660e\u7684\u4e13\u5bb6&#xff0c;\u4f46\u88ab\u5173\u5728\u4e00\u4e2a\u623f\u95f4\u91cc&#xff0c;\u53ea\u80fd\u901a\u8fc7\u7eb8\u6761\u4e0e\u5916\u754c\u4ea4\u6d41\u3002MCP\u5c31\u50cf\u662f\u7ed9\u8fd9\u4e2a\u4e13\u5bb6\u914d\u5907\u4e86\u4e00\u90e8\u7535\u8bdd&#xff0c;\u8ba9\u5b83\u80fd\u6253\u7535\u8bdd\u7ed9\u5404\u79cd\u670d\u52a1&#xff1a;\u67e5\u5929\u6c14\u3001\u8ba1\u7b97\u6570\u5b66\u95ee\u9898\u3001\u7ba1\u7406\u4f60\u7684\u65e5\u7a0b\u7b49\u3002<\/p>\n<h4>2. FastMCP\u548cFastAPI\u7684\u89d2\u8272<\/h4>\n<ul>\n<li>FastAPI&#xff1a;\u63d0\u4f9b\u7535\u8bdd\u7ebf\u8def\u548c\u57fa\u7840\u8bbe\u65bd<\/li>\n<li>FastMCP&#xff1a;\u5b9a\u4e49\u901a\u8bdd\u534f\u8bae&#xff0c;\u786e\u4fddAI\u80fd\u6b63\u786e\u62e8\u53f7\u548c\u7406\u89e3\u56de\u590d<\/li>\n<\/ul>\n<h4>3. \u642d\u5efaMCP\u670d\u52a1\u5668\u7684\u6b65\u9aa4<\/h4>\n<li>\n<p>\u5b89\u88c5\u5fc5\u8981\u7684\u5e93&#xff1a;<\/p>\n<p> pip install fastmcp fastapi uvicorn\n <\/li>\n<li>\n<p>\u521b\u5efa\u670d\u52a1\u5668\u6846\u67b6&#xff1a;<\/p>\n<p> <span class=\"token keyword\">from<\/span> fastmcp <span class=\"token keyword\">import<\/span> MCPServer<br \/>\n<span class=\"token keyword\">from<\/span> fastapi <span class=\"token keyword\">import<\/span> FastAPI<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> FastAPI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\nmcp_server <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">)<\/span>\n <\/li>\n<li>\n<p>\u5b9a\u4e49\u6570\u636e\u6a21\u578b&#xff08;\u8bf7\u6c42\u548c\u54cd\u5e94\u7684\u7ed3\u6784&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u521b\u5efa\u529f\u80fd\u7aef\u70b9&#xff08;\u7528&#064;mcp_server.mcp_endpoint\u88c5\u9970\u5668&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u542f\u52a8\u670d\u52a1\u5668&#xff1a;<\/p>\n<p> <span class=\"token keyword\">import<\/span> uvicorn<br \/>\nuvicorn<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>app<span class=\"token punctuation\">,<\/span> host<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;0.0.0.0&#034;<\/span><span class=\"token punctuation\">,<\/span> port<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8000<\/span><span class=\"token punctuation\">)<\/span>\n <\/li>\n<h3>\u5b9e\u9645\u5e94\u7528\u573a\u666f<\/h3>\n<ul>\n<li>\u6570\u636e\u5206\u6790\u52a9\u624b&#xff1a;\u8fde\u63a5\u6570\u636e\u5904\u7406\u5de5\u5177<\/li>\n<li>\u5ba2\u6237\u670d\u52a1\u673a\u5668\u4eba&#xff1a;\u8bbf\u95eeCRM\u7cfb\u7edf\u548c\u77e5\u8bc6\u5e93<\/li>\n<li>\u667a\u80fd\u6587\u6863\u52a9\u624b&#xff1a;\u5904\u7406\u548c\u751f\u6210\u5404\u7c7b\u6587\u6863<\/li>\n<li>\u4e2a\u4eba\u751f\u4ea7\u529b\u5de5\u5177&#xff1a;\u7ba1\u7406\u65e5\u7a0b\u3001\u7b14\u8bb0\u548c\u5f85\u529e\u4e8b\u9879<\/li>\n<\/ul>\n<h3>\u6700\u4f73\u5b9e\u8df5<\/h3>\n<li>\u660e\u786e\u5b9a\u4e49\u6570\u636e\u6a21\u578b&#xff1a;\u4f7f\u7528Pydantic\u786e\u4fdd\u8f93\u5165\u8f93\u51fa\u683c\u5f0f\u6b63\u786e<\/li>\n<li>\u6dfb\u52a0\u8be6\u7ec6\u6587\u6863&#xff1a;\u6bcf\u4e2a\u7aef\u70b9\u90fd\u5e94\u6709\u6e05\u6670\u7684\u63cf\u8ff0<\/li>\n<li>\u5b9e\u73b0\u9519\u8bef\u5904\u7406&#xff1a;\u4f18\u96c5\u5904\u7406\u5f02\u5e38\u60c5\u51b5<\/li>\n<li>\u4f7f\u7528\u5f02\u6b65\u529f\u80fd&#xff1a;\u5145\u5206\u5229\u7528FastAPI\u7684\u5f02\u6b65\u7279\u6027<\/li>\n<li>\u6dfb\u52a0\u9a8c\u8bc1\u548c\u5b89\u5168\u63aa\u65bd&#xff1a;\u4fdd\u62a4\u670d\u52a1\u5668\u4e0d\u53d7\u6076\u610f\u8bf7\u6c42\u653b\u51fb<\/li>\n<h3>\u7ed3\u8bed<\/h3>\n<p>FastMCP\u548cFastAPI\u7684\u7ed3\u5408\u4e3aAI\u6a21\u578b\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6269\u5c55\u80fd\u529b\u3002\u901a\u8fc7\u672c\u6587\u4ecb\u7ecd\u7684\u793a\u4f8b&#xff0c;\u5373\u4f7f\u662f\u7f16\u7a0b\u65b0\u624b\u4e5f\u80fd\u6784\u5efa\u81ea\u5df1\u7684MCP\u670d\u52a1\u5668&#xff0c;\u8ba9AI\u52a9\u624b\u62e5\u6709\u66f4\u591a\u5b9e\u7528\u529f\u80fd\u3002\u968f\u7740MCP\u751f\u6001\u7cfb\u7edf\u7684\u53d1\u5c55&#xff0c;\u6211\u4eec\u53ef\u4ee5\u671f\u5f85\u66f4\u591a\u521b\u65b0\u5e94\u7528\u7684\u51fa\u73b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb879\u6b21\uff0c\u70b9\u8d5e21\u6b21\uff0c\u6536\u85cf8\u6b21\u3002FastMCP\u662f\u4e00\u4e2aPython\u5e93\uff0c\u7b80\u5316\u4e86MCP\u670d\u52a1\u5668\u7684\u6784\u5efa\u3002\u6613\u7528\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u81ea\u52a8\u5904\u7406\u8bf7\u6c42\/\u54cd\u5e94\u53c2\u6570\u9a8c\u8bc1\u548c\u9519\u8bef\u5904\u7406\u9ad8\u6027\u80fd\uff08\u57fa\u4e8eASGI\uff09\u81ea\u52a8\u751f\u6210\u4ea4\u4e92\u5f0f\u6587\u6863\u6570\u636e\u9a8c\u8bc1\u548c\u5e8f\u5217\u5316\u57fa\u4e8ePython\u7c7b\u578b\u63d0\u793a# \u793a\u4f8b1\uff1a\u57fa\u7840\u8ba1\u7b97\u5668\u670d\u52a1\u5668x: floaty: float&quot;&quot;&quot;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u52a0&quot;&quot;&quot;&quot;&quot;&quot;\u4ece\u7b2c\u4e00\u4e2a\u6570\u5b57\u4e2d\u51cf\u53bb\u7b2c\u4e8c\u4e2a\u6570\u5b57&quot;&quot;&quot;&quot;&quot;&quot;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u4e58&quot;&quot;&quot;&quot;&quot;&quot;\u5c06\u7b2c\u4e00\u4e2a\u6570\u5b57\u9664\u4ee5\u7b2c\u4e8c\u4e2a\u6570\u5b57&quot;&quot;&quot;raise ValueError(&quot;\u9664\u6570\u4e0d\u80fd\u4e3a\u96f6&quot;)# \u793a\u4f8b2\uff1a\u5929\u6c14\u4fe1\u606f\u670d\u52a1\u5668\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[72,666,43],"topic":[],"class_list":["post-32925","post","type-post","status-publish","format-standard","hentry","category-server","tag-fastapi","tag-microsoft","tag-43"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/32925.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb879\u6b21\uff0c\u70b9\u8d5e21\u6b21\uff0c\u6536\u85cf8\u6b21\u3002FastMCP\u662f\u4e00\u4e2aPython\u5e93\uff0c\u7b80\u5316\u4e86MCP\u670d\u52a1\u5668\u7684\u6784\u5efa\u3002\u6613\u7528\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u81ea\u52a8\u5904\u7406\u8bf7\u6c42\/\u54cd\u5e94\u53c2\u6570\u9a8c\u8bc1\u548c\u9519\u8bef\u5904\u7406\u9ad8\u6027\u80fd\uff08\u57fa\u4e8eASGI\uff09\u81ea\u52a8\u751f\u6210\u4ea4\u4e92\u5f0f\u6587\u6863\u6570\u636e\u9a8c\u8bc1\u548c\u5e8f\u5217\u5316\u57fa\u4e8ePython\u7c7b\u578b\u63d0\u793a# \u793a\u4f8b1\uff1a\u57fa\u7840\u8ba1\u7b97\u5668\u670d\u52a1\u5668x: floaty: float&quot;&quot;&quot;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u52a0&quot;&quot;&quot;&quot;&quot;&quot;\u4ece\u7b2c\u4e00\u4e2a\u6570\u5b57\u4e2d\u51cf\u53bb\u7b2c\u4e8c\u4e2a\u6570\u5b57&quot;&quot;&quot;&quot;&quot;&quot;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u4e58&quot;&quot;&quot;&quot;&quot;&quot;\u5c06\u7b2c\u4e00\u4e2a\u6570\u5b57\u9664\u4ee5\u7b2c\u4e8c\u4e2a\u6570\u5b57&quot;&quot;&quot;raise ValueError(&quot;\u9664\u6570\u4e0d\u80fd\u4e3a\u96f6&quot;)# \u793a\u4f8b2\uff1a\u5929\u6c14\u4fe1\u606f\u670d\u52a1\u5668\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/32925.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-25T23:45:24+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/32925.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/32925.html\",\"name\":\"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2025-04-25T23:45:24+00:00\",\"dateModified\":\"2025-04-25T23:45:24+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/32925.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/32925.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/32925.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/32925.html","og_locale":"zh_CN","og_type":"article","og_title":"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb879\u6b21\uff0c\u70b9\u8d5e21\u6b21\uff0c\u6536\u85cf8\u6b21\u3002FastMCP\u662f\u4e00\u4e2aPython\u5e93\uff0c\u7b80\u5316\u4e86MCP\u670d\u52a1\u5668\u7684\u6784\u5efa\u3002\u6613\u7528\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u81ea\u52a8\u5904\u7406\u8bf7\u6c42\/\u54cd\u5e94\u53c2\u6570\u9a8c\u8bc1\u548c\u9519\u8bef\u5904\u7406\u9ad8\u6027\u80fd\uff08\u57fa\u4e8eASGI\uff09\u81ea\u52a8\u751f\u6210\u4ea4\u4e92\u5f0f\u6587\u6863\u6570\u636e\u9a8c\u8bc1\u548c\u5e8f\u5217\u5316\u57fa\u4e8ePython\u7c7b\u578b\u63d0\u793a# \u793a\u4f8b1\uff1a\u57fa\u7840\u8ba1\u7b97\u5668\u670d\u52a1\u5668x: floaty: float&quot;&quot;&quot;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u52a0&quot;&quot;&quot;&quot;&quot;&quot;\u4ece\u7b2c\u4e00\u4e2a\u6570\u5b57\u4e2d\u51cf\u53bb\u7b2c\u4e8c\u4e2a\u6570\u5b57&quot;&quot;&quot;&quot;&quot;&quot;\u5c06\u4e24\u4e2a\u6570\u5b57\u76f8\u4e58&quot;&quot;&quot;&quot;&quot;&quot;\u5c06\u7b2c\u4e00\u4e2a\u6570\u5b57\u9664\u4ee5\u7b2c\u4e8c\u4e2a\u6570\u5b57&quot;&quot;&quot;raise ValueError(&quot;\u9664\u6570\u4e0d\u80fd\u4e3a\u96f6&quot;)# \u793a\u4f8b2\uff1a\u5929\u6c14\u4fe1\u606f\u670d\u52a1\u5668\u3002","og_url":"https:\/\/www.wsisp.com\/helps\/32925.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2025-04-25T23:45:24+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"5 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/32925.html","url":"https:\/\/www.wsisp.com\/helps\/32925.html","name":"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2025-04-25T23:45:24+00:00","dateModified":"2025-04-25T23:45:24+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/32925.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/32925.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/32925.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"FastMCP\u4e0eFastAPI\uff1a\u6784\u5efa\u81ea\u5b9a\u4e49MCP\u670d\u52a1\u5668"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/32925","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=32925"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/32925\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=32925"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=32925"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=32925"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=32925"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}