{"id":114769,"date":"2026-10-10T08:41:11","date_gmt":"2026-10-10T00:41:11","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/114769.html"},"modified":"2026-10-10T08:41:11","modified_gmt":"2026-10-10T00:41:11","slug":"mcp-%e5%8d%8f%e8%ae%ae%e5%ae%9e%e6%88%98%ef%bc%9a%e6%89%8b%e6%8a%8a%e6%89%8b%e6%95%99%e4%bd%a0%e7%94%a8-python-%e5%bc%80%e5%8f%91%e7%ac%ac%e4%b8%80%e4%b8%aa-mcp-server","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/114769.html","title":{"rendered":"MCP \u534f\u8bae\u5b9e\u6218\uff1a\u624b\u628a\u624b\u6559\u4f60\u7528 Python \u5f00\u53d1\u7b2c\u4e00\u4e2a MCP Server"},"content":{"rendered":"<h3>\u7ed3\u8bba\u5148\u884c<\/h3>\n<p>\u5f00\u53d1\u7b2c\u4e00\u4e2a MCP Server&#xff0c;Python SDK \u53ea\u9700\u8981 15 \u884c\u4ee3\u7801\u3002<\/p>\n<p>2026 \u5e74 7 \u6708 28 \u65e5&#xff0c;MCP \u53d1\u5e03\u7b2c\u4e94\u7248\u89c4\u8303&#xff0c;MCP \u6708 SDK \u4e0b\u8f7d\u91cf\u7a81\u7834 4 \u4ebf\u6b21&#xff0c;\u6210\u4e3a\u8fde\u63a5 AI Agent \u4e0e\u5916\u90e8\u5de5\u5177\u7684\u884c\u4e1a\u6807\u51c6\u3002\u8fd9\u610f\u5473\u7740\u73b0\u5728\u5f00\u53d1 MCP Server&#xff0c;\u662f\u5728\u4e00\u4e2a\u6b63\u5728\u7206\u53d1\u7684\u751f\u6001\u91cc\u5361\u4f4d\u3002<\/p>\n<p>\u672c\u6587\u5c06\u5e26\u4f60\u4ece\u96f6\u5f00\u59cb&#xff0c;\u7528 Python \u5f00\u53d1\u4e00\u4e2a\u53ef\u7528\u7684 MCP Server&#xff0c;\u5e76\u9a8c\u8bc1\u5b83\u80fd\u5426\u88ab MCP \u5ba2\u6237\u7aef\u6b63\u5e38\u8c03\u7528\u3002<\/p>\n<h3>\u4e00\u3001MCP \u662f\u4ec0\u4e48<\/h3>\n<p>MCP&#xff08;Model Context Protocol&#xff09;\u662f Anthropic \u63a8\u51fa\u7684\u5f00\u653e\u534f\u8bae&#xff0c;\u8ba9 AI \u80fd\u7528\u4e00\u79cd\u6807\u51c6\u65b9\u5f0f\u8c03\u7528\u4f60\u7684\u5de5\u5177\u3001\u8bfb\u53d6\u4f60\u7684\u6570\u636e\u3002<\/p>\n<p>\u6253\u4e2a\u6bd4\u65b9&#xff1a;\u5982\u679c\u6ca1\u6709 MCP&#xff0c;\u6bcf\u4e2a AI \u5e94\u7528\u90fd\u8981\u4e3a\u63a5\u5165\u4f60\u7684\u5de5\u5177\u5199\u4e00\u5957\u4e13\u5c5e\u4ee3\u7801&#xff1b;\u6709\u4e86 MCP&#xff0c;\u4f60\u5199\u4e00\u4e2a Server&#xff0c;\u6240\u6709 MCP \u5ba2\u6237\u7aef&#xff08;Claude\u3001Cursor\u3001VS Code Copilot \u7b49&#xff09;\u90fd\u80fd\u7528\u3002<\/p>\n<h3>\u4e8c\u3001\u73af\u5883\u51c6\u5907<\/h3>\n<h4>\u5b89\u88c5 Python SDK<\/h4>\n<p>\u63a8\u8350\u7528 uv \u7ba1\u7406\u9879\u76ee&#xff0c;\u4e5f\u53ef\u4ee5\u7528 pip&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u63a8\u8350\u65b9\u5f0f&#xff08;uv&#xff09;<\/span><br \/>\nuv init mcp-server-demo<br \/>\n<span class=\"token builtin class-name\">cd<\/span> mcp-server-demo<br \/>\nuv <span class=\"token function\">add<\/span> <span class=\"token string\">&#034;mcp[cli]&#034;<\/span><\/p>\n<p><span class=\"token comment\"># \u6216\u8005\u76f4\u63a5\u7528 pip<\/span><br \/>\npip <span class=\"token function\">install<\/span> <span class=\"token string\">&#034;mcp[cli]&#034;<\/span><\/p>\n<p>\u9700\u8981 Python 3.10&#043;\u3002<\/p>\n<h3>\u4e09\u300115 \u884c\u4ee3\u7801&#xff0c;\u4e00\u4e2a\u5b8c\u6574\u7684 MCP Server<\/h3>\n<p>\u521b\u5efa\u4e00\u4e2a server.py&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> mcp<span class=\"token punctuation\">.<\/span>server <span class=\"token keyword\">import<\/span> MCPServer<\/p>\n<p>mcp <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Demo&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp<span class=\"token punctuation\">.<\/span>tool<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">add<\/span><span class=\"token punctuation\">(<\/span>a<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">,<\/span> b<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;Add two numbers.&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> a <span class=\"token operator\">&#043;<\/span> b<\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp<span class=\"token punctuation\">.<\/span>resource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;greeting:\/\/{name}&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">greeting<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/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;Greet someone by name.&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Hello, <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">!&#034;<\/span><\/span><\/p>\n<p>\u8fd9\u5c31\u662f\u4e00\u4e2a\u5b8c\u6574\u7684 MCP Server&#xff1a;\u4e00\u4e2a\u5de5\u5177&#xff08;add&#xff09;&#xff0c;\u4e00\u4e2a\u8d44\u6e90&#xff08;greeting&#xff09;\u3002<\/p>\n<p>\u4f60\u6ca1\u5199\u7684\u4e1c\u897f\u6bd4\u4f60\u5199\u7684\u66f4\u591a&#xff1a;<\/p>\n<ul>\n<li>\u6ca1\u6709 JSON Schema&#xff1a;a: int, b: int \u5c31\u662f schema<\/li>\n<li>\u6ca1\u6709\u8bf7\u6c42\u89e3\u6790&#xff1a;SDK \u81ea\u52a8\u5904\u7406 JSON-RPC \u6d88\u606f<\/li>\n<li>\u6ca1\u6709\u9a8c\u8bc1\u4ee3\u7801&#xff1a;\u7c7b\u578b\u6ce8\u89e3\u81ea\u52a8\u6821\u9a8c\u53c2\u6570<\/li>\n<li>\u6ca1\u6709\u534f\u8bae\u5904\u7406&#xff1a;\u751f\u547d\u5468\u671f\u3001\u63e1\u624b\u5168\u90e8\u7531 SDK \u7ba1\u7406<\/li>\n<\/ul>\n<h4>\u4ee3\u7801\u89e3\u8bfb<\/h4>\n<table>\n<tr>\u90e8\u5206\u4f5c\u7528<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">MCPServer(&#034;Demo&#034;)<\/td>\n<td align=\"left\">\u521b\u5efa Server \u5b9e\u4f8b&#xff0c;\u540d\u79f0\u4f1a\u5c55\u793a\u7ed9\u5ba2\u6237\u7aef<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">&#064;mcp.tool()<\/td>\n<td align=\"left\">\u58f0\u660e\u4e00\u4e2a\u5de5\u5177&#xff0c;AI \u53ef\u4ee5\u8c03\u7528\u5b83<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">&#064;mcp.resource(&#034;greeting:\/\/{name}&#034;)<\/td>\n<td align=\"left\">\u58f0\u660e\u4e00\u4e2a\u8d44\u6e90&#xff0c;AI \u53ef\u4ee5\u8bfb\u53d6\u5b83<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u7c7b\u578b\u6ce8\u89e3 &#043; docstring<\/td>\n<td align=\"left\">\u81ea\u52a8\u751f\u6210\u5de5\u5177\u7684\u8f93\u5165 Schema \u548c\u63cf\u8ff0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u56db\u3001\u8fd0\u884c\u4e0e\u6d4b\u8bd5<\/h3>\n<h4>\u65b9\u5f0f\u4e00&#xff1a;MCP Inspector&#xff08;\u63a8\u8350&#xff09;<\/h4>\n<p>MCP Inspector \u662f\u5b98\u65b9\u63d0\u4f9b\u7684\u53ef\u89c6\u5316\u8c03\u8bd5\u5de5\u5177&#xff0c;\u6700\u76f4\u89c2&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u542f\u52a8\u4f60\u7684 Server<\/span><br \/>\nuv run mcp dev server.py<\/p>\n<p>\u8fd9\u4f1a\u81ea\u52a8\u542f\u52a8 Inspector \u5e76\u8fde\u63a5\u4f60\u7684 Server\u3002\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u540e&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u6d4b\u8bd5 add \u5de5\u5177&#xff1a;<\/p>\n<p>\u8f93\u5165 a&#061;1, b&#061;2&#xff0c;\u8fd4\u56de 3\u3002\u7b2c\u4e00\u4e2a MCP Server \u8dd1\u901a\u4e86\u3002<\/p>\n<h4>\u65b9\u5f0f\u4e8c&#xff1a;\u547d\u4ee4\u884c\u76f4\u63a5\u8fd0\u884c<\/h4>\n<p><span class=\"token comment\"># Streamable HTTP \u4f20\u8f93&#xff08;\u9002\u5408\u90e8\u7f72&#xff09;<\/span><br \/>\nuv run mcp run server.py <span class=\"token parameter variable\">&#8211;transport<\/span> streamable-http<\/p>\n<p><span class=\"token comment\"># \u6216 stdio \u4f20\u8f93&#xff08;\u9002\u5408\u672c\u5730\u96c6\u6210&#xff09;<\/span><br \/>\nuv run mcp run server.py<\/p>\n<h3>\u4e94\u3001\u8fdb\u9636&#xff1a;\u8ba9 Server \u771f\u6b63\u6709\u7528<\/h3>\n<p>\u4e0a\u9762\u7684 add \u5de5\u5177\u53ea\u662f\u6f14\u793a\u3002\u4e00\u4e2a\u771f\u6b63\u6709\u7528\u7684 MCP Server&#xff0c;\u9700\u8981\u5904\u7406\u5b9e\u9645\u4e1a\u52a1\u903b\u8f91\u3002<\/p>\n<h4>\u793a\u4f8b&#xff1a;\u6570\u636e\u5e93\u67e5\u8be2\u5de5\u5177<\/h4>\n<p><span class=\"token keyword\">import<\/span> sqlite3<br \/>\n<span class=\"token keyword\">from<\/span> mcp<span class=\"token punctuation\">.<\/span>server <span class=\"token keyword\">import<\/span> MCPServer<\/p>\n<p>mcp <span class=\"token operator\">&#061;<\/span> MCPServer<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;SQLite Explorer&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp<span class=\"token punctuation\">.<\/span>resource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;schema:\/\/main&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_schema<\/span><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;Provide the database schema as a resource&#034;&#034;&#034;<\/span><br \/>\n    conn <span class=\"token operator\">&#061;<\/span> sqlite3<span class=\"token punctuation\">.<\/span>connect<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;database.db&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    schema <span class=\"token operator\">&#061;<\/span> conn<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span><br \/>\n        <span class=\"token string\">&#034;SELECT sql FROM sqlite_master WHERE type&#061;&#039;table&#039;&#034;<\/span><br \/>\n    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>fetchall<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>sql<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">for<\/span> sql <span class=\"token keyword\">in<\/span> schema <span class=\"token keyword\">if<\/span> sql<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;mcp<span class=\"token punctuation\">.<\/span>tool<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">query_data<\/span><span class=\"token punctuation\">(<\/span>sql<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/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;Execute SQL queries safely&#034;&#034;&#034;<\/span><br \/>\n    conn <span class=\"token operator\">&#061;<\/span> sqlite3<span class=\"token punctuation\">.<\/span>connect<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;database.db&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        result <span class=\"token operator\">&#061;<\/span> conn<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span>sql<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>fetchall<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>row<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> row <span class=\"token keyword\">in<\/span> result<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Error: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><\/p>\n<p>\u8fd9\u4e2a Server \u8ba9 AI \u80fd\u591f\u8bfb\u53d6\u6570\u636e\u5e93\u7ed3\u6784\u3001\u6267\u884c\u67e5\u8be2\u2014\u2014\u8fd9\u624d\u662f MCP \u7684\u771f\u6b63\u4ef7\u503c\u3002<\/p>\n<h4>\u5173\u952e\u8bbe\u8ba1\u539f\u5219<\/h4>\n<table>\n<tr>\u539f\u5219\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">\u5de5\u5177\u8981\u7b80\u5355<\/td>\n<td align=\"left\">AI \u9009\u62e9\u5de5\u5177\u7684\u4f9d\u636e\u662f\u63cf\u8ff0\u548c\u53c2\u6570\u3002\u53c2\u6570\u8d8a\u5c11\u3001\u63cf\u8ff0\u8d8a\u6e05\u6670&#xff0c;\u8c03\u7528\u6210\u529f\u7387\u8d8a\u9ad8<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u9519\u8bef\u8981\u8fd4\u56de\u6587\u672c<\/td>\n<td align=\"left\">\u4e0d\u8981\u629b\u5f02\u5e38&#xff0c;\u800c\u662f\u8fd4\u56de &#034;Error: &#8230;&#034;&#xff0c;\u8ba9 AI \u80fd\u7406\u89e3\u5e76\u51b3\u5b9a\u4e0b\u4e00\u6b65<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u8d44\u6e90\u662f\u53ea\u8bfb\u7684<\/td>\n<td align=\"left\">Resources \u7528\u4e8e\u8bfb\u53d6\u6570\u636e&#xff0c;Tools \u7528\u4e8e\u6267\u884c\u64cd\u4f5c&#xff0c;\u804c\u8d23\u5206\u79bb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u516d\u3001\u5e38\u89c1\u8e29\u5751<\/h3>\n<h4>\u5751 1&#xff1a;ModuleNotFoundError: No module named &#039;mcp_server&#039;<\/h4>\n<p>\u539f\u56e0&#xff1a;\u6ca1\u6709\u5728\u865a\u62df\u73af\u5883\u4e2d\u8fd0\u884c\u3002<\/p>\n<p>\u89e3\u51b3&#xff1a;\u786e\u4fdd uv run \u6216\u6fc0\u6d3b venv \u540e\u518d\u6267\u884c\u3002<\/p>\n<h4>\u5751 2&#xff1a;MCP \u5ba2\u6237\u7aef\u62a5\u201c\u670d\u52a1\u5668\u542f\u52a8\u5931\u8d25\u201d<\/h4>\n<p>\u539f\u56e0&#xff1a;\u5ba2\u6237\u7aef\u914d\u7f6e\u7684\u8def\u5f84\u6216 cwd \u4e0d\u5bf9\u3002<\/p>\n<p>\u89e3\u51b3&#xff1a;\u5148\u7528\u547d\u4ee4\u884c\u5355\u72ec\u8fd0\u884c Server&#xff0c;\u786e\u8ba4\u80fd\u542f\u52a8\u540e&#xff0c;\u518d\u68c0\u67e5\u5ba2\u6237\u7aef\u7684\u542f\u52a8\u914d\u7f6e\u3002<\/p>\n<h4>\u5751 3&#xff1a;\u5de5\u5177\u8c03\u7528\u8d85\u65f6<\/h4>\n<p>\u539f\u56e0&#xff1a;\u67d0\u4e9b\u5de5\u5177\u9996\u6b21\u6267\u884c\u9700\u8981\u521d\u59cb\u5316&#xff08;\u5982\u6570\u636e\u5e93\u8fde\u63a5&#xff09;\u3002<\/p>\n<p>\u89e3\u51b3&#xff1a;\u5728 Client \u7aef\u589e\u52a0 read_timeout_seconds&#xff0c;\u6216\u628a\u521d\u59cb\u5316\u903b\u8f91\u79fb\u5230 lifespan \u4e2d\u3002<\/p>\n<h4>\u5751 4&#xff1a;Connection refused \/ 404<\/h4>\n<p>\u539f\u56e0&#xff1a;Server \u6ca1\u542f\u52a8&#xff0c;\u6216\u8def\u5f84\u5199\u9519\u4e86\u3002<\/p>\n<p>\u89e3\u51b3&#xff1a;\u5148 curl \u6d4b\u8bd5\u7aef\u70b9\u662f\u5426\u53ef\u8fbe\u3002Python FastMCP \u72ec\u7acb\u8fd0\u884c\u65f6\u7684\u9ed8\u8ba4\u8def\u5f84\u901a\u5e38\u662f \/mcp\u3002<\/p>\n<h3>\u4e03\u3001\u603b\u7ed3<\/h3>\n<p>\u5f00\u53d1\u7b2c\u4e00\u4e2a MCP Server 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