{"id":79711,"date":"2026-03-02T21:33:37","date_gmt":"2026-03-02T13:33:37","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/79711.html"},"modified":"2026-03-02T21:33:37","modified_gmt":"2026-03-02T13:33:37","slug":"ai%e8%bf%9b%e5%8c%96%e8%ae%ba%ef%bc%9a%e4%bb%8efunction-calling%e5%88%b0mcp-%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%a6%82%e4%bd%95%e4%bb%8e%e8%83%bd%e8%af%b4%e5%88%b0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/79711.html","title":{"rendered":"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d"},"content":{"rendered":"<p>\u6458\u8981&#xff1a;\u672c\u6587\u6df1\u5165\u63a2\u8ba8\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u6280\u672f\u6f14\u8fdb\u8def\u5f84&#xff0c;\u4ece\u65e9\u671f\u7684Function Calling\u673a\u5236\u5230\u65b0\u5174\u7684Model Context Protocol&#xff08;MCP&#xff09;\u6807\u51c6\u3002\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u4e24\u79cd\u6280\u672f\u7684\u539f\u7406\u3001\u67b6\u6784\u548c\u5e94\u7528\u573a\u666f&#xff0c;\u63ed\u793a\u4e86AI\u4ece\u201c\u8bed\u8a00\u7406\u89e3\u201d\u8d70\u5411\u201c\u884c\u52a8\u6267\u884c\u201d\u7684\u8fdb\u5316\u903b\u8f91\u3002\u6587\u7ae0\u7ed3\u5408\u4f01\u4e1a\u7ea7\u5b9e\u8df5\u6848\u4f8b&#xff0c;\u63d0\u4f9b\u4ece\u6280\u672f\u9009\u578b\u5230\u5b9e\u65bd\u843d\u5730\u7684\u5b8c\u6574\u6307\u5357&#xff0c;\u5e76\u5c55\u671b\u4e86AI\u751f\u6001\u6807\u51c6\u5316\u3001\u5b89\u5168\u5316\u3001\u667a\u80fd\u5316\u7684\u672a\u6765\u8d8b\u52bf\u3002<\/p>\n<p>\u5173\u952e\u5b57&#xff1a;Function Calling\u3001Model Context Protocol\u3001\u5927\u6a21\u578b\u5de5\u5177\u8c03\u7528\u3001AI\u96c6\u6210\u3001\u6807\u51c6\u5316\u534f\u8bae\u3001\u667a\u80fd\u4f53\u67b6\u6784<\/p>\n<hr \/>\n<h3>\u5f15\u8a00&#xff1a;AI\u7684\u201c\u624b\u811a\u201d\u8fdb\u5316\u53f2<\/h3>\n<p>\u60f3\u8c61\u4e00\u4e0b&#xff0c;\u4f60\u95eeAI\u52a9\u624b&#xff1a;\u201c\u5e2e\u6211\u67e5\u4e00\u4e0b\u5317\u4eac\u660e\u5929\u7684\u5929\u6c14&#xff0c;\u7136\u540e\u9884\u8ba2\u4e00\u5bb6\u8bc4\u52064.5\u4ee5\u4e0a\u7684\u9910\u5385\u3002\u201d\u65e9\u671f\u7684AI\u53ea\u80fd\u56de\u7b54&#xff1a;\u201c\u6211\u77e5\u9053\u5929\u6c14\u67e5\u8be2\u548c\u9910\u5385\u9884\u8ba2\u7684\u6982\u5ff5&#xff0c;\u4f46\u6211\u65e0\u6cd5\u5b9e\u9645\u64cd\u4f5c\u3002\u201d\u800c\u4eca\u5929\u7684AI\u53ef\u4ee5\u771f\u6b63\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u2014\u2014\u8fd9\u80cc\u540e\u662fFunction Calling\u548cModel Context Protocol&#xff08;MCP&#xff09; \u4e24\u5927\u6280\u672f\u7684\u6f14\u8fdb\u3002<\/p>\n<p>2024\u5e74&#xff0c;Anthropic\u5f00\u6e90MCP\u534f\u8bae&#xff0c;\u88ab\u4e1a\u754c\u8a89\u4e3a\u201cAI\u4e16\u754c\u7684USB-C\u6807\u51c6\u201d\u3002\u8fd9\u4e00\u4e8b\u4ef6\u6807\u5fd7\u7740\u5927\u6a21\u578b\u4e0e\u5916\u90e8\u7cfb\u7edf\u4ea4\u4e92\u4ece\u201c\u5404\u81ea\u4e3a\u653f\u201d\u8d70\u5411\u201c\u6807\u51c6\u5316\u4e92\u901a\u201d\u3002\u636e\u7edf\u8ba1&#xff0c;\u4f01\u4e1aAI\u9879\u76ee\u4e2d40-60%\u7684\u5f00\u53d1\u65f6\u95f4\u539f\u672c\u6d88\u8017\u5728\u5b9a\u5236\u96c6\u6210\u4e0a&#xff0c;\u800cMCP\u6709\u671b\u5c06\u8fd9\u4e00\u6bd4\u4f8b\u964d\u4f4e70%\u4ee5\u4e0a\u3002<\/p>\n<p>\u672c\u6587\u5c06\u5e26\u4f60\u6df1\u5165\u7406\u89e3\u4eceFunction Calling\u5230MCP\u7684\u6280\u672f\u8fdb\u5316\u8def\u5f84&#xff0c;\u63ed\u793a\u8fd9\u573a\u8303\u5f0f\u9769\u547d\u80cc\u540e\u7684\u903b\u8f91&#xff0c;\u5e76\u63d0\u4f9b\u9762\u5411\u672a\u6765\u7684\u5b9e\u8df5\u6307\u5357\u3002<\/p>\n<h3>\u4e00\u3001Function Calling&#xff1a;AI\u7684\u201c\u7b2c\u4e00\u53cc\u624b\u201d<\/h3>\n<h4>1.1 \u4ec0\u4e48\u662fFunction Calling&#xff1f;<\/h4>\n<p>Function Calling&#xff08;\u51fd\u6570\u8c03\u7528&#xff09;\u662f\u5927\u8bed\u8a00\u6a21\u578b\u8c03\u7528\u5916\u90e8\u5de5\u5177\u548cAPI\u7684\u6838\u5fc3\u673a\u5236\u3002\u7b80\u5355\u6765\u8bf4&#xff0c;\u5b83\u8ba9AI\u4e0d\u4ec5\u80fd\u201c\u8bf4\u8bdd\u201d&#xff0c;\u8fd8\u80fd\u201c\u505a\u4e8b\u201d\u3002<\/p>\n<p>\u6838\u5fc3\u4ef7\u503c&#xff1a;<\/p>\n<ul>\n<li>\u80fd\u529b\u6269\u5c55&#xff1a;\u5f25\u8865\u6a21\u578b\u5728\u5b9e\u65f6\u4fe1\u606f\u3001\u7cbe\u786e\u8ba1\u7b97\u3001\u5916\u90e8\u7cfb\u7edf\u4ea4\u4e92\u7b49\u65b9\u9762\u7684\u77ed\u677f<\/li>\n<li>\u7ed3\u679c\u7cbe\u786e\u5316&#xff1a;\u901a\u8fc7\u5de5\u5177\u51fd\u6570\u9a8c\u8bc1\u6a21\u578b\u63a8\u7406\u7684\u5408\u7406\u6027<\/li>\n<li>\u5b89\u5168\u53ef\u63a7&#xff1a;\u907f\u514d\u6a21\u578b\u76f4\u63a5\u6267\u884c\u5371\u9669\u64cd\u4f5c<\/li>\n<\/ul>\n<p>#mermaid-svg-yP3t570YDiitpFsH{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-yP3t570YDiitpFsH .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-yP3t570YDiitpFsH .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-yP3t570YDiitpFsH .error-icon{fill:#552222;}#mermaid-svg-yP3t570YDiitpFsH .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-yP3t570YDiitpFsH .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-yP3t570YDiitpFsH .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-yP3t570YDiitpFsH .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-yP3t570YDiitpFsH .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-yP3t570YDiitpFsH .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-yP3t570YDiitpFsH .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-yP3t570YDiitpFsH .marker{fill:#333333;stroke:#333333;}#mermaid-svg-yP3t570YDiitpFsH .marker.cross{stroke:#333333;}#mermaid-svg-yP3t570YDiitpFsH svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-yP3t570YDiitpFsH p{margin:0;}#mermaid-svg-yP3t570YDiitpFsH .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-yP3t570YDiitpFsH .cluster-label text{fill:#333;}#mermaid-svg-yP3t570YDiitpFsH .cluster-label span{color:#333;}#mermaid-svg-yP3t570YDiitpFsH .cluster-label span p{background-color:transparent;}#mermaid-svg-yP3t570YDiitpFsH .label text,#mermaid-svg-yP3t570YDiitpFsH span{fill:#333;color:#333;}#mermaid-svg-yP3t570YDiitpFsH .node rect,#mermaid-svg-yP3t570YDiitpFsH .node circle,#mermaid-svg-yP3t570YDiitpFsH .node ellipse,#mermaid-svg-yP3t570YDiitpFsH .node polygon,#mermaid-svg-yP3t570YDiitpFsH .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-yP3t570YDiitpFsH .rough-node .label text,#mermaid-svg-yP3t570YDiitpFsH .node .label text,#mermaid-svg-yP3t570YDiitpFsH .image-shape .label,#mermaid-svg-yP3t570YDiitpFsH .icon-shape .label{text-anchor:middle;}#mermaid-svg-yP3t570YDiitpFsH .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-yP3t570YDiitpFsH .rough-node .label,#mermaid-svg-yP3t570YDiitpFsH .node .label,#mermaid-svg-yP3t570YDiitpFsH .image-shape .label,#mermaid-svg-yP3t570YDiitpFsH .icon-shape .label{text-align:center;}#mermaid-svg-yP3t570YDiitpFsH .node.clickable{cursor:pointer;}#mermaid-svg-yP3t570YDiitpFsH .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-yP3t570YDiitpFsH .arrowheadPath{fill:#333333;}#mermaid-svg-yP3t570YDiitpFsH .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-yP3t570YDiitpFsH .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-yP3t570YDiitpFsH .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-yP3t570YDiitpFsH .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-yP3t570YDiitpFsH .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-yP3t570YDiitpFsH .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-yP3t570YDiitpFsH .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-yP3t570YDiitpFsH .cluster text{fill:#333;}#mermaid-svg-yP3t570YDiitpFsH .cluster span{color:#333;}#mermaid-svg-yP3t570YDiitpFsH div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-yP3t570YDiitpFsH .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-yP3t570YDiitpFsH rect.text{fill:none;stroke-width:0;}#mermaid-svg-yP3t570YDiitpFsH .icon-shape,#mermaid-svg-yP3t570YDiitpFsH .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-yP3t570YDiitpFsH .icon-shape p,#mermaid-svg-yP3t570YDiitpFsH .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-yP3t570YDiitpFsH .icon-shape rect,#mermaid-svg-yP3t570YDiitpFsH .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-yP3t570YDiitpFsH .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-yP3t570YDiitpFsH .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-yP3t570YDiitpFsH :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u7528\u6237\u63d0\u95ee<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>LLM\u5206\u6790\u610f\u56fe<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u9700\u8981\u8c03\u7528\u5de5\u5177?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u751f\u6210\u51fd\u6570\u8c03\u7528\u6307\u4ee4<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u76f4\u63a5\u751f\u6210\u56de\u7b54<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5e94\u7528\u7a0b\u5e8f\u6267\u884c\u51fd\u6570<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u83b7\u53d6\u6267\u884c\u7ed3\u679c<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>LLM\u6574\u5408\u7ed3\u679c\u751f\u6210\u6700\u7ec8\u56de\u7b54<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8fd4\u56de\u7ed9\u7528\u6237<\/p>\n<p><\/span><\/p>\n<h4>1.2 Function Calling\u7684\u5de5\u4f5c\u539f\u7406<\/h4>\n<p>Function Calling\u9075\u5faa\u4e00\u4e2a\u6e05\u6670\u7684\u56db\u6b65\u6d41\u7a0b&#xff1a;<\/p>\n<p>\u6b65\u9aa41&#xff1a;\u51fd\u6570\u6ce8\u518c<br \/>\n\u5f00\u53d1\u8005\u5411\u5927\u6a21\u578b\u63cf\u8ff0\u53ef\u7528\u7684\u51fd\u6570&#xff0c;\u5305\u62ec\u540d\u79f0\u3001\u63cf\u8ff0\u3001\u53c2\u6570\u5217\u8868\u53ca\u5176\u7c7b\u578b\u3002<\/p>\n<p><span class=\"token comment\"># \u51fd\u6570\u5b9a\u4e49\u793a\u4f8b<\/span><br \/>\ntools <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;function&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;function&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u6307\u5b9a\u57ce\u5e02\u7684\u5929\u6c14\u4fe1\u606f&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;parameters&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;location&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u57ce\u5e02\u540d\u79f0&#xff0c;\u5982\u5317\u4eac\u3001\u4e0a\u6d77&#034;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;date&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u65e5\u671f&#xff0c;\u683c\u5f0f\u4e3aYYYY-MM-DD&#034;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;required&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;location&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p>\u6b65\u9aa42&#xff1a;\u610f\u56fe\u8bc6\u522b\u4e0e\u53c2\u6570\u63d0\u53d6<br \/>\n\u5927\u6a21\u578b\u5206\u6790\u7528\u6237\u8f93\u5165&#xff0c;\u5224\u65ad\u662f\u5426\u9700\u8981\u8c03\u7528\u51fd\u6570&#xff0c;\u5e76\u4ece\u81ea\u7136\u8bed\u8a00\u4e2d\u63d0\u53d6\u53c2\u6570\u503c\u3002<\/p>\n<p><span class=\"token comment\"># \u7528\u6237\u8f93\u5165&#xff1a;\u5317\u4eac\u660e\u5929\u5929\u6c14\u600e\u4e48\u6837&#xff1f;<\/span><br \/>\n<span class=\"token comment\"># \u6a21\u578b\u8f93\u51fa&#xff1a;<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;function_call&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;location&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5317\u4eac&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;date&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;2025-12-02&#034;<\/span>  <span class=\"token comment\"># \u5047\u8bbe\u4eca\u5929\u662f2025-12-01<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u6b65\u9aa43&#xff1a;\u51fd\u6570\u6267\u884c<br \/>\n\u5e94\u7528\u7a0b\u5e8f\u63a5\u6536\u5230\u51fd\u6570\u8c03\u7528\u6307\u4ee4\u540e&#xff0c;\u6267\u884c\u5bf9\u5e94\u7684\u51fd\u6570\u3002<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_weather<\/span><span class=\"token punctuation\">(<\/span>location<span class=\"token punctuation\">,<\/span> date<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6a21\u62df\u5929\u6c14\u67e5\u8be2\u51fd\u6570&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token comment\"># \u5b9e\u9645\u4e2d\u4f1a\u8c03\u7528\u5929\u6c14API<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> random<br \/>\n    conditions <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u6674\u5929&#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;\u9634\u5929&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    temperature <span class=\"token operator\">&#061;<\/span> random<span class=\"token punctuation\">.<\/span>randint<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><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;location&#034;<\/span><span class=\"token punctuation\">:<\/span> location<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;date&#034;<\/span><span class=\"token punctuation\">:<\/span> date <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;\u4eca\u5929&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;condition&#034;<\/span><span class=\"token punctuation\">:<\/span> random<span class=\"token punctuation\">.<\/span>choice<span class=\"token punctuation\">(<\/span>conditions<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">:<\/span> temperature<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;unit&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u6444\u6c0f\u5ea6&#034;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>\u6b65\u9aa44&#xff1a;\u7ed3\u679c\u6574\u5408<br \/>\n\u5c06\u51fd\u6570\u6267\u884c\u7ed3\u679c\u53cd\u9988\u7ed9\u6a21\u578b&#xff0c;\u751f\u6210\u6700\u7ec8\u7684\u81ea\u7136\u8bed\u8a00\u56de\u7b54\u3002<\/p>\n<p><span class=\"token comment\"># \u6700\u7ec8\u56de\u7b54&#xff1a;<\/span><br \/>\n<span class=\"token comment\"># \u5317\u4eac\u660e\u5929\u9884\u8ba1\u4e3a\u591a\u4e91\u5929\u6c14&#xff0c;\u6c14\u6e29\u572820-25\u6444\u6c0f\u5ea6\u4e4b\u95f4&#xff0c;\u5efa\u8bae\u643a\u5e26\u8584\u5916\u5957\u3002<\/span><\/p>\n<h4>1.3 Function Calling\u7684\u5178\u578b\u5e94\u7528\u573a\u666f<\/h4>\n<table>\n<tr>\u573a\u666f\u7c7b\u578b\u5177\u4f53\u5e94\u7528\u5b9e\u73b0\u65b9\u5f0f\u4ef7\u503c\u4f53\u73b0<\/tr>\n<tbody>\n<tr>\n<td>\u5b9e\u65f6\u4fe1\u606f\u67e5\u8be2<\/td>\n<td>\u5929\u6c14\u3001\u80a1\u7968\u3001\u65b0\u95fb<\/td>\n<td>\u8c03\u7528\u7b2c\u4e09\u65b9API<\/td>\n<td>\u7a81\u7834\u8bad\u7ec3\u6570\u636e\u65f6\u95f4\u9650\u5236<\/td>\n<\/tr>\n<tr>\n<td>\u7cbe\u786e\u8ba1\u7b97<\/td>\n<td>\u6570\u5b66\u8fd0\u7b97\u3001\u5355\u4f4d\u8f6c\u6362<\/td>\n<td>\u8c03\u7528\u8ba1\u7b97\u5e93<\/td>\n<td>\u63d0\u9ad8\u7ed3\u679c\u51c6\u786e\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u96c6\u6210<\/td>\n<td>\u6570\u636e\u5e93\u67e5\u8be2\u3001CRM\u64cd\u4f5c<\/td>\n<td>\u8c03\u7528\u5185\u90e8\u7cfb\u7edf\u63a5\u53e3<\/td>\n<td>\u8fde\u63a5\u4e1a\u52a1\u7cfb\u7edf<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5bb9\u751f\u6210<\/td>\n<td>\u56fe\u7247\u751f\u6210\u3001\u4ee3\u7801\u7f16\u5199<\/td>\n<td>\u8c03\u7528\u4e13\u4e1a\u5de5\u5177<\/td>\n<td>\u6269\u5c55\u521b\u4f5c\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u52a8\u5316\u4efb\u52a1<\/td>\n<td>\u90ae\u4ef6\u53d1\u9001\u3001\u65e5\u7a0b\u5b89\u6392<\/td>\n<td>\u8c03\u7528\u81ea\u52a8\u5316\u670d\u52a1<\/td>\n<td>\u63d0\u5347\u5de5\u4f5c\u6548\u7387<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>1.4 Function Calling\u7684\u5c40\u9650\u6027<\/h4>\n<p>\u5c3d\u7ba1Function Calling\u5e26\u6765\u4e86\u5de8\u5927\u4ef7\u503c&#xff0c;\u4f46\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9010\u6e10\u66b4\u9732\u51fa\u4ee5\u4e0b\u95ee\u9898&#xff1a;<\/p>\n<li>\u786c\u7f16\u7801\u4f9d\u8d56&#xff1a;\u5de5\u5177\u5b9a\u4e49\u9700\u8981\u9884\u5148\u201c\u786c\u7f16\u7801\u201d\u5230\u7cfb\u7edf\u63d0\u793a\u4e2d&#xff0c;\u7f3a\u4e4f\u7075\u6d3b\u6027<\/li>\n<li>\u751f\u6001\u5272\u88c2&#xff1a;\u4e0d\u540c\u5e73\u53f0\u9700\u8981\u4e0d\u540c\u7684\u5b9e\u73b0\u65b9\u5f0f&#xff0c;\u9020\u6210\u91cd\u590d\u5f00\u53d1<\/li>\n<li>\u6269\u5c55\u6027\u5dee&#xff1a;\u6bcf\u589e\u52a0\u6216\u4fee\u6539\u4e00\u4e2a\u5de5\u5177\u90fd\u9700\u8981\u8c03\u6574\u63d0\u793a\u8bcd\u548c\u4ee3\u7801<\/li>\n<li>\u5b89\u5168\u6027\u6311\u6218&#xff1a;\u7f3a\u4e4f\u7edf\u4e00\u7684\u6743\u9650\u63a7\u5236\u548c\u5ba1\u8ba1\u673a\u5236<\/li>\n<li>\u7ef4\u62a4\u6210\u672c\u9ad8&#xff1a;\u968f\u7740\u5de5\u5177\u6570\u91cf\u589e\u52a0&#xff0c;\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f<\/li>\n<h3>\u4e8c\u3001MCP&#xff1a;AI\u4e16\u754c\u7684\u201cUSB-C\u6807\u51c6\u201d<\/h3>\n<h4>2.1 MCP\u7684\u8bde\u751f\u80cc\u666f<\/h4>\n<p>2024\u5e74&#xff0c;Anthropic\u6b63\u5f0f\u5f00\u6e90Model Context Protocol&#xff08;MCP&#xff09;&#xff0c;\u65e8\u5728\u89e3\u51b3Function Calling\u9762\u4e34\u7684\u788e\u7247\u5316\u95ee\u9898\u3002MCP\u88ab\u5f62\u8c61\u5730\u6bd4\u55bb\u4e3a\u201cAI\u4e16\u754c\u7684USB-C\u63a5\u53e3\u201d\u2014\u2014\u5c31\u50cfUSB-C\u4e3a\u8bbe\u5907\u63d0\u4f9b\u7edf\u4e00\u8fde\u63a5\u65b9\u5f0f\u4e00\u6837&#xff0c;MCP\u4e3aAI\u5e94\u7528\u63d0\u4f9b\u4e86\u6807\u51c6\u5316\u7684\u4e0a\u4e0b\u6587\u63a5\u5165\u673a\u5236\u3002<\/p>\n<p>MCP\u8981\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898&#xff1a;<\/p>\n<ul>\n<li>\u6807\u51c6\u5316\u7f3a\u5931&#xff1a;\u4e0d\u540cAI\u5e73\u53f0\u9700\u8981\u5b9a\u5236\u96c6\u6210\u4ee3\u7801<\/li>\n<li>\u4f9b\u5e94\u5546\u9501\u5b9a&#xff1a;\u5e94\u7528\u4e0e\u7279\u5b9aAI\u63d0\u4f9b\u5546\u7d27\u5bc6\u8026\u5408<\/li>\n<li>\u7ef4\u62a4\u5f00\u9500&#xff1a;\u6bcf\u4e2a\u65b0\u5de5\u5177\u90fd\u9700\u8981\u4e3a\u6bcf\u4e2a\u5e73\u53f0\u5355\u72ec\u5b9e\u73b0<\/li>\n<li>\u5b89\u5168\u987e\u8651&#xff1a;\u6570\u636e\u8bbf\u95ee\u548c\u6743\u9650\u7ba1\u7406\u65b9\u6cd5\u4e0d\u4e00\u81f4<\/li>\n<\/ul>\n<h4>2.2 MCP\u7684\u6838\u5fc3\u67b6\u6784<\/h4>\n<p>MCP\u91c7\u7528\u7ecf\u5178\u7684Client-Host-Server\u67b6\u6784&#xff0c;\u5b9e\u73b0\u4e86\u9ad8\u5ea6\u89e3\u8026\u7684\u8bbe\u8ba1&#xff1a;<\/p>\n<p>#mermaid-svg-7vJXkC5Tf38Tq58s{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-7vJXkC5Tf38Tq58s .error-icon{fill:#552222;}#mermaid-svg-7vJXkC5Tf38Tq58s .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-7vJXkC5Tf38Tq58s .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-7vJXkC5Tf38Tq58s .marker{fill:#333333;stroke:#333333;}#mermaid-svg-7vJXkC5Tf38Tq58s .marker.cross{stroke:#333333;}#mermaid-svg-7vJXkC5Tf38Tq58s svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-7vJXkC5Tf38Tq58s p{margin:0;}#mermaid-svg-7vJXkC5Tf38Tq58s .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s .cluster-label text{fill:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s .cluster-label span{color:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s .cluster-label span p{background-color:transparent;}#mermaid-svg-7vJXkC5Tf38Tq58s .label text,#mermaid-svg-7vJXkC5Tf38Tq58s span{fill:#333;color:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s .node rect,#mermaid-svg-7vJXkC5Tf38Tq58s .node circle,#mermaid-svg-7vJXkC5Tf38Tq58s .node ellipse,#mermaid-svg-7vJXkC5Tf38Tq58s .node polygon,#mermaid-svg-7vJXkC5Tf38Tq58s .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-7vJXkC5Tf38Tq58s .rough-node .label text,#mermaid-svg-7vJXkC5Tf38Tq58s .node .label text,#mermaid-svg-7vJXkC5Tf38Tq58s .image-shape .label,#mermaid-svg-7vJXkC5Tf38Tq58s .icon-shape .label{text-anchor:middle;}#mermaid-svg-7vJXkC5Tf38Tq58s .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-7vJXkC5Tf38Tq58s .rough-node .label,#mermaid-svg-7vJXkC5Tf38Tq58s .node .label,#mermaid-svg-7vJXkC5Tf38Tq58s .image-shape .label,#mermaid-svg-7vJXkC5Tf38Tq58s .icon-shape .label{text-align:center;}#mermaid-svg-7vJXkC5Tf38Tq58s .node.clickable{cursor:pointer;}#mermaid-svg-7vJXkC5Tf38Tq58s .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-7vJXkC5Tf38Tq58s .arrowheadPath{fill:#333333;}#mermaid-svg-7vJXkC5Tf38Tq58s .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-7vJXkC5Tf38Tq58s .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-7vJXkC5Tf38Tq58s .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-7vJXkC5Tf38Tq58s .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-7vJXkC5Tf38Tq58s .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-7vJXkC5Tf38Tq58s .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-7vJXkC5Tf38Tq58s .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-7vJXkC5Tf38Tq58s .cluster text{fill:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s .cluster span{color:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-7vJXkC5Tf38Tq58s .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-7vJXkC5Tf38Tq58s rect.text{fill:none;stroke-width:0;}#mermaid-svg-7vJXkC5Tf38Tq58s .icon-shape,#mermaid-svg-7vJXkC5Tf38Tq58s .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-7vJXkC5Tf38Tq58s .icon-shape p,#mermaid-svg-7vJXkC5Tf38Tq58s .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-7vJXkC5Tf38Tq58s .icon-shape rect,#mermaid-svg-7vJXkC5Tf38Tq58s .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-7vJXkC5Tf38Tq58s .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-7vJXkC5Tf38Tq58s .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-7vJXkC5Tf38Tq58s :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"nodeLabel\"><\/p>\n<p>\u5916\u90e8\u7cfb\u7edf<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP\u67b6\u6784<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u7528\u6237\u4fa7<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u7528\u6237<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI\u5e94\u7528\/\u4e3b\u673a<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP\u5ba2\u6237\u7aef<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4f20\u8f93\u5c42SSE\/stdio<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP\u670d\u52a1\u5668<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5de5\u5177 Tools<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8d44\u6e90 Resources<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u63d0\u793a Prompts<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>API\u670d\u52a1<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6570\u636e\u5e93<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6587\u4ef6\u7cfb\u7edf<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6a21\u677f\u5f15\u64ce<\/p>\n<p><\/span><\/p>\n<p>\u4e09\u5927\u6838\u5fc3\u7ec4\u4ef6&#xff1a;<\/p>\n<li>MCP\u4e3b\u673a&#xff08;Host&#xff09;&#xff1a;\u8fd0\u884cAI\u6a21\u578b\u7684\u73af\u5883&#xff0c;\u5982Claude Desktop\u3001Cursor IDE\u7b49<\/li>\n<li>MCP\u5ba2\u6237\u7aef&#xff08;Client&#xff09;&#xff1a;\u5d4c\u5165\u4e3b\u673a\u7684\u6a21\u5757&#xff0c;\u8d1f\u8d23\u534f\u8bae\u5c01\u88c5\u548c\u901a\u4fe1<\/li>\n<li>MCP\u670d\u52a1\u5668&#xff08;Server&#xff09;&#xff1a;\u8fde\u63a5\u5916\u90e8\u8d44\u6e90\u7684\u8f7b\u91cf\u7ea7\u7a0b\u5e8f&#xff0c;\u63d0\u4f9b\u5de5\u5177\u3001\u8d44\u6e90\u548c\u63d0\u793a<\/li>\n<p>\u4e09\u79cd\u6838\u5fc3\u539f\u8bed&#xff1a;<\/p>\n<table>\n<tr>\u539f\u8bed\u7c7b\u578b\u529f\u80fd\u63cf\u8ff0\u5178\u578b\u793a\u4f8b\u901a\u4fe1\u65b9\u6cd5<\/tr>\n<tbody>\n<tr>\n<td>\u5de5\u5177&#xff08;Tools&#xff09;<\/td>\n<td>\u6267\u884c\u52a8\u4f5c\u7684\u51fd\u6570<\/td>\n<td>\u53d1\u9001\u90ae\u4ef6\u3001\u67e5\u8be2\u6570\u636e\u5e93<\/td>\n<td>tools\/call<\/td>\n<\/tr>\n<tr>\n<td>\u8d44\u6e90&#xff08;Resources&#xff09;<\/td>\n<td>\u8bfb\u53d6\u6570\u636e\u6e90\u7684\u5185\u5bb9<\/td>\n<td>\u6587\u4ef6\u3001\u6570\u636e\u5e93\u8868\u3001API\u6587\u6863<\/td>\n<td>resources\/read<\/td>\n<\/tr>\n<tr>\n<td>\u63d0\u793a&#xff08;Prompts&#xff09;<\/td>\n<td>\u9884\u5b9a\u4e49\u7684\u4efb\u52a1\u6a21\u677f<\/td>\n<td>\u5468\u62a5\u751f\u6210\u6a21\u677f\u3001\u4ee3\u7801\u5ba1\u67e5\u6a21\u677f<\/td>\n<td>prompts\/get<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2.3 MCP\u7684\u5de5\u4f5c\u6d41\u7a0b<\/h4>\n<p>\u4ee5\u201c\u67e5\u8be2\u5929\u6c14\u5e76\u5efa\u8bae\u7a7f\u8863\u201d\u4e3a\u4f8b&#xff0c;MCP\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u7a0b\u5982\u4e0b&#xff1a;<\/p>\n<p><span class=\"token comment\"># 1. \u521d\u59cb\u5316\u8fde\u63a5<\/span><br \/>\n<span class=\"token comment\"># MCP\u5ba2\u6237\u7aef\u542f\u52a8\u65f6\u8fde\u63a5\u5230\u5929\u6c14\u670d\u52a1MCP\u670d\u52a1\u5668<\/span><br \/>\nclient<span class=\"token punctuation\">.<\/span>connect<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;weather-mcp-server:8080&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># 2. \u80fd\u529b\u53d1\u73b0<\/span><br \/>\n<span class=\"token comment\"># \u5ba2\u6237\u7aef\u8be2\u95ee\u670d\u52a1\u5668\u6709\u54ea\u4e9b\u80fd\u529b<\/span><br \/>\ncapabilities <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>list_tools<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token comment\"># \u8fd4\u56de&#xff1a;[&#034;get_weather&#034;, &#034;get_clothing_suggestion&#034;]<\/span><\/p>\n<p><span class=\"token comment\"># 3. \u7528\u6237\u8bf7\u6c42<\/span><br \/>\n<span class=\"token comment\"># \u7528\u6237&#xff1a;\u5317\u4eac\u4eca\u5929\u5929\u6c14\u5982\u4f55&#xff1f;\u8be5\u600e\u4e48\u7a7f&#xff1f;<\/span><br \/>\nuser_query <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u5317\u4eac\u4eca\u5929\u5929\u6c14\u5982\u4f55&#xff1f;\u8be5\u600e\u4e48\u7a7f&#xff1f;&#034;<\/span><\/p>\n<p><span class=\"token comment\"># 4. \u610f\u56fe\u89e3\u6790\u4e0e\u5de5\u5177\u8c03\u7528<\/span><br \/>\n<span class=\"token comment\"># AI\u6a21\u578b\u5206\u6790\u540e\u51b3\u5b9a\u8c03\u7528\u4e24\u4e2a\u5de5\u5177<\/span><br \/>\nweather_result <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>call_tool<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;location&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5317\u4eac&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token comment\"># \u8fd4\u56de&#xff1a;{&#034;condition&#034;: &#034;\u591a\u4e91&#034;, &#034;temperature&#034;: 18, &#034;humidity&#034;: &#034;65%&#034;}<\/span><\/p>\n<p>clothing_result <span class=\"token operator\">&#061;<\/span> client<span class=\"token punctuation\">.<\/span>call_tool<span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#034;get_clothing_suggestion&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;weather_data&#034;<\/span><span class=\"token punctuation\">:<\/span> weather_result<span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token comment\"># \u8fd4\u56de&#xff1a;{&#034;suggestion&#034;: &#034;\u5efa\u8bae\u7a7f\u957f\u8896\u886c\u886b\u52a0\u8584\u5916\u5957&#034;}<\/span><\/p>\n<p><span class=\"token comment\"># 5. \u751f\u6210\u6700\u7ec8\u56de\u7b54<\/span><br \/>\n<span class=\"token comment\"># AI\u6a21\u578b\u6574\u5408\u4e24\u4e2a\u5de5\u5177\u7684\u7ed3\u679c<\/span><br \/>\nfinal_response <span class=\"token operator\">&#061;<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;&#034;&#034;<br \/>\n\u5317\u4eac\u4eca\u5929\u5929\u6c14\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>weather_result<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;condition&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff0c;<br \/>\n\u6c14\u6e29<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>weather_result<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;temperature&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u6444\u6c0f\u5ea6&#xff0c;<br \/>\n\u6e7f\u5ea6<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>weather_result<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;humidity&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u3002<br \/>\n<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>clothing_result<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;suggestion&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"><br \/>\n&#034;&#034;&#034;<\/span><\/span><\/p>\n<h4>2.4 MCP\u7684\u6838\u5fc3\u4f18\u52bf<\/h4>\n<p>1. \u6807\u51c6\u5316\u4e0e\u89e3\u8026<br \/>\nMCP\u63d0\u4f9b\u4e0e\u6a21\u578b\u65e0\u5173\u7684\u901a\u7528\u534f\u8bae&#xff0c;\u5c06\u5de5\u5177\/\u6570\u636e\u6e90\u7684\u5f00\u53d1\u4e0e\u6a21\u578b\u672c\u8eab\u5206\u79bb\u3002<\/p>\n<p>2. \u52a8\u6001\u53d1\u73b0\u673a\u5236<br \/>\n\u670d\u52a1\u5668\u53ef\u4ee5\u52a8\u6001\u6ce8\u518c\u65b0\u5de5\u5177&#xff0c;\u5ba2\u6237\u7aef\u65e0\u9700\u91cd\u65b0\u914d\u7f6e\u5373\u53ef\u53d1\u73b0\u548c\u4f7f\u7528\u3002<\/p>\n<p>3. \u4f01\u4e1a\u7ea7\u5b89\u5168\u6027<\/p>\n<ul>\n<li>\u6700\u5c0f\u6743\u9650\u539f\u5219&#xff1a;\u6bcf\u4e2a\u670d\u52a1\u5668\u53ea\u80fd\u8bbf\u95ee\u6388\u6743\u8303\u56f4\u5185\u7684\u8d44\u6e90<\/li>\n<li>\u672c\u5730\u5316\u90e8\u7f72&#xff1a;\u654f\u611f\u6570\u636e\u4e0d\u5fc5\u53d1\u9001\u5230\u7b2c\u4e09\u65b9API<\/li>\n<li>\u5ba1\u8ba1\u8ffd\u8e2a&#xff1a;\u5b8c\u6574\u7684\u64cd\u4f5c\u65e5\u5fd7\u548c\u6743\u9650\u63a7\u5236<\/li>\n<\/ul>\n<p>4. \u751f\u6001\u7e41\u8363<\/p>\n<ul>\n<li>\u4e00\u6b21\u5f00\u53d1&#xff0c;\u591a\u5904\u4f7f\u7528&#xff1a;\u4e3aClaude\u5f00\u53d1\u7684MCP\u670d\u52a1\u5668\u4e5f\u53ef\u7528\u4e8e\u5176\u4ed6\u652f\u6301MCP\u7684\u5e94\u7528<\/li>\n<li>\u5f00\u6e90\u793e\u533a&#xff1a;GitHub\u4e0a\u6709\u5927\u91cf\u5f00\u6e90\u7684MCP\u670d\u52a1\u5668\u5b9e\u73b0<\/li>\n<li>MCP Hub&#xff1a;\u7c7b\u4f3c\u201c\u5e94\u7528\u5546\u5e97\u201d\u7684\u670d\u52a1\u5668\u5e02\u573a\u6b63\u5728\u5174\u8d77<\/li>\n<\/ul>\n<h3>\u4e09\u3001\u6280\u672f\u8fdb\u5316&#xff1a;\u4eceFunction Calling\u5230MCP\u7684\u8303\u5f0f\u9769\u547d<\/h3>\n<h4>3.1 \u8fdb\u5316\u8def\u5f84\u5bf9\u6bd4<\/h4>\n<table>\n<tr>\u7ef4\u5ea6Function CallingMCP\u8fdb\u5316\u610f\u4e49<\/tr>\n<tbody>\n<tr>\n<td>\u67b6\u6784\u8bbe\u8ba1<\/td>\n<td>\u7d27\u8026\u5408&#xff0c;\u5de5\u5177\u5b9a\u4e49\u786c\u7f16\u7801<\/td>\n<td>\u677e\u8026\u5408&#xff0c;\u6807\u51c6\u5316\u534f\u8bae<\/td>\n<td>\u4ece\u201c\u5b9a\u5236\u5316\u201d\u5230\u201c\u6807\u51c6\u5316\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u5c55\u65b9\u5f0f<\/td>\n<td>\u9759\u6001\u6ce8\u518c&#xff0c;\u9700\u4fee\u6539\u4ee3\u7801<\/td>\n<td>\u52a8\u6001\u53d1\u73b0&#xff0c;\u70ed\u63d2\u62d4<\/td>\n<td>\u4ece\u201c\u505c\u673a\u6269\u5c55\u201d\u5230\u201c\u5728\u7ebf\u6269\u5c55\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u6a21\u578b<\/td>\n<td>\u5e94\u7528\u5c42\u63a7\u5236&#xff0c;\u7c92\u5ea6\u7c97<\/td>\n<td>\u534f\u8bae\u5c42\u63a7\u5236&#xff0c;\u7c92\u5ea6\u7ec6<\/td>\n<td>\u4ece\u201c\u4fe1\u4efb\u5e94\u7528\u201d\u5230\u201c\u9a8c\u8bc1\u534f\u8bae\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6001\u517c\u5bb9<\/td>\n<td>\u5e73\u53f0\u7279\u5b9a&#xff0c;\u788e\u7247\u5316<\/td>\n<td>\u8de8\u5e73\u53f0\u901a\u7528&#xff0c;\u7edf\u4e00<\/td>\n<td>\u4ece\u201c\u56f4\u5899\u82b1\u56ed\u201d\u5230\u201c\u5f00\u653e\u751f\u6001\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u7ef4\u62a4\u6210\u672c<\/td>\n<td>\u968f\u5de5\u5177\u6570\u91cf\u7ebf\u6027\u589e\u957f<\/td>\n<td>\u57fa\u7840\u8bbe\u65bd\u5316&#xff0c;\u8fb9\u9645\u9012\u51cf<\/td>\n<td>\u4ece\u201c\u9879\u76ee\u6210\u672c\u201d\u5230\u201c\u5e73\u53f0\u6295\u8d44\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>3.2 \u6280\u672f\u67b6\u6784\u6f14\u8fdb<\/h4>\n<p>#mermaid-svg-LgDQr0Z6L7912ABw{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-LgDQr0Z6L7912ABw .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-LgDQr0Z6L7912ABw .error-icon{fill:#552222;}#mermaid-svg-LgDQr0Z6L7912ABw .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-LgDQr0Z6L7912ABw .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-LgDQr0Z6L7912ABw .marker{fill:#333333;stroke:#333333;}#mermaid-svg-LgDQr0Z6L7912ABw .marker.cross{stroke:#333333;}#mermaid-svg-LgDQr0Z6L7912ABw svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-LgDQr0Z6L7912ABw p{margin:0;}#mermaid-svg-LgDQr0Z6L7912ABw .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-LgDQr0Z6L7912ABw .cluster-label text{fill:#333;}#mermaid-svg-LgDQr0Z6L7912ABw .cluster-label span{color:#333;}#mermaid-svg-LgDQr0Z6L7912ABw .cluster-label span p{background-color:transparent;}#mermaid-svg-LgDQr0Z6L7912ABw .label text,#mermaid-svg-LgDQr0Z6L7912ABw span{fill:#333;color:#333;}#mermaid-svg-LgDQr0Z6L7912ABw .node rect,#mermaid-svg-LgDQr0Z6L7912ABw .node circle,#mermaid-svg-LgDQr0Z6L7912ABw .node ellipse,#mermaid-svg-LgDQr0Z6L7912ABw .node polygon,#mermaid-svg-LgDQr0Z6L7912ABw .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-LgDQr0Z6L7912ABw .rough-node .label text,#mermaid-svg-LgDQr0Z6L7912ABw .node .label text,#mermaid-svg-LgDQr0Z6L7912ABw .image-shape .label,#mermaid-svg-LgDQr0Z6L7912ABw .icon-shape .label{text-anchor:middle;}#mermaid-svg-LgDQr0Z6L7912ABw .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-LgDQr0Z6L7912ABw .rough-node .label,#mermaid-svg-LgDQr0Z6L7912ABw .node .label,#mermaid-svg-LgDQr0Z6L7912ABw .image-shape .label,#mermaid-svg-LgDQr0Z6L7912ABw .icon-shape .label{text-align:center;}#mermaid-svg-LgDQr0Z6L7912ABw .node.clickable{cursor:pointer;}#mermaid-svg-LgDQr0Z6L7912ABw .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-LgDQr0Z6L7912ABw .arrowheadPath{fill:#333333;}#mermaid-svg-LgDQr0Z6L7912ABw .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-LgDQr0Z6L7912ABw .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-LgDQr0Z6L7912ABw .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-LgDQr0Z6L7912ABw .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-LgDQr0Z6L7912ABw .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-LgDQr0Z6L7912ABw .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-LgDQr0Z6L7912ABw .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-LgDQr0Z6L7912ABw .cluster text{fill:#333;}#mermaid-svg-LgDQr0Z6L7912ABw .cluster span{color:#333;}#mermaid-svg-LgDQr0Z6L7912ABw div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-LgDQr0Z6L7912ABw .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-LgDQr0Z6L7912ABw rect.text{fill:none;stroke-width:0;}#mermaid-svg-LgDQr0Z6L7912ABw .icon-shape,#mermaid-svg-LgDQr0Z6L7912ABw .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-LgDQr0Z6L7912ABw .icon-shape p,#mermaid-svg-LgDQr0Z6L7912ABw .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-LgDQr0Z6L7912ABw .icon-shape rect,#mermaid-svg-LgDQr0Z6L7912ABw .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-LgDQr0Z6L7912ABw .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-LgDQr0Z6L7912ABw .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-LgDQr0Z6L7912ABw :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP\u67b6\u6784<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI\u6a21\u578b<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP\u5ba2\u6237\u7aef<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6807\u51c6\u5316\u534f\u8bae<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP\u670d\u52a1\u5668\u96c6\u7fa4<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5de5\u5177\u5e02\u573a\u751f\u6001<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Function Calling\u67b6\u6784<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI\u6a21\u578b<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u786c\u7f16\u7801\u5de5\u5177\u5b9a\u4e49<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5e94\u7528\u7a0b\u5e8f\u6267\u884c<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u65e9\u671fAI: \u7eaf\u6587\u672c\u751f\u6210<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>Function Calling: \u57fa\u7840\u5de5\u5177\u8c03\u7528<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>MCP: \u6807\u51c6\u5316\u751f\u6001\u4e92\u8054<\/p>\n<p><\/span><\/p>\n<h4>3.3 \u4f01\u4e1a\u7ea7\u4ef7\u503c\u6f14\u8fdb<\/h4>\n<p>\u6210\u672c\u7ed3\u6784\u53d8\u5316&#xff1a;<\/p>\n<p><span class=\"token comment\"># Function Calling\u65f6\u4ee3\u7684\u6210\u672c\u6a21\u578b<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">calculate_cost_fc<\/span><span class=\"token punctuation\">(<\/span>num_tools<span class=\"token punctuation\">,<\/span> num_platforms<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6bcf\u4e2a\u5de5\u5177\u9700\u8981\u5728\u6bcf\u4e2a\u5e73\u53f0\u4e0a\u5355\u72ec\u5b9e\u73b0&#034;&#034;&#034;<\/span><br \/>\n    development_cost <span class=\"token operator\">&#061;<\/span> num_tools <span class=\"token operator\">*<\/span> num_platforms <span class=\"token operator\">*<\/span> <span class=\"token number\">5000<\/span>  <span class=\"token comment\"># \u6bcf\u4e2a\u5b9e\u73b05000\u5143<\/span><br \/>\n    maintenance_cost <span class=\"token operator\">&#061;<\/span> num_tools <span class=\"token operator\">*<\/span> num_platforms <span class=\"token operator\">*<\/span> <span class=\"token number\">1000<\/span>  <span class=\"token comment\"># \u6bcf\u6708\u7ef4\u62a4\u6210\u672c<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> development_cost<span class=\"token punctuation\">,<\/span> maintenance_cost<\/p>\n<p><span class=\"token comment\"># MCP\u65f6\u4ee3\u7684\u6210\u672c\u6a21\u578b  <\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">calculate_cost_mcp<\/span><span class=\"token punctuation\">(<\/span>num_tools<span class=\"token punctuation\">,<\/span> num_platforms<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u4e00\u6b21\u5f00\u53d1&#xff0c;\u591a\u5904\u4f7f\u7528&#034;&#034;&#034;<\/span><br \/>\n    development_cost <span class=\"token operator\">&#061;<\/span> num_tools <span class=\"token operator\">*<\/span> <span class=\"token number\">8000<\/span>  <span class=\"token comment\"># \u5f00\u53d1MCP\u670d\u52a1\u5668\u6210\u672c\u7a0d\u9ad8<\/span><br \/>\n    maintenance_cost <span class=\"token operator\">&#061;<\/span> num_tools <span class=\"token operator\">*<\/span> <span class=\"token number\">500<\/span>   <span class=\"token comment\"># \u96c6\u4e2d\u7ef4\u62a4\u6210\u672c\u4f4e<\/span><br \/>\n    integration_cost <span class=\"token operator\">&#061;<\/span> num_platforms <span class=\"token operator\">*<\/span> <span class=\"token number\">2000<\/span>  <span class=\"token comment\"># \u6bcf\u4e2a\u5e73\u53f0\u96c6\u6210MCP\u5ba2\u6237\u7aef<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> development_cost <span class=\"token operator\">&#043;<\/span> integration_cost<span class=\"token punctuation\">,<\/span> maintenance_cost<\/p>\n<p><span class=\"token comment\"># \u793a\u4f8b&#xff1a;10\u4e2a\u5de5\u5177&#xff0c;3\u4e2a\u5e73\u53f0<\/span><br \/>\nfc_dev<span class=\"token punctuation\">,<\/span> fc_maint <span class=\"token operator\">&#061;<\/span> calculate_cost_fc<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># 15\u4e07\u5f00\u53d1&#xff0c;3\u4e07\/\u6708\u7ef4\u62a4<\/span><br \/>\nmcp_dev<span class=\"token punctuation\">,<\/span> mcp_maint <span class=\"token operator\">&#061;<\/span> calculate_cost_mcp<span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># 8.6\u4e07\u5f00\u53d1&#xff0c;0.5\u4e07\/\u6708\u7ef4\u62a4<\/span><\/p>\n<p>\u6295\u8d44\u56de\u62a5\u7387\u5bf9\u6bd4&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807Function CallingMCP\u6539\u5584\u5e45\u5ea6<\/tr>\n<tbody>\n<tr>\n<td>\u521d\u59cb\u5f00\u53d1\u6210\u672c<\/td>\n<td>\u9ad8&#xff08;\u7ebf\u6027\u589e\u957f&#xff09;<\/td>\n<td>\u4e2d&#xff08;\u8fb9\u9645\u9012\u51cf&#xff09;<\/td>\n<td>\u964d\u4f4e40-60%<\/td>\n<\/tr>\n<tr>\n<td>\u6708\u5ea6\u7ef4\u62a4\u6210\u672c<\/td>\n<td>\u9ad8<\/td>\n<td>\u4f4e<\/td>\n<td>\u964d\u4f4e80%\u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u5c55\u65b0\u5de5\u5177\u6210\u672c<\/td>\n<td>\u9ad8&#xff08;\u9700\u4fee\u6539\u4ee3\u7801&#xff09;<\/td>\n<td>\u4f4e&#xff08;\u52a8\u6001\u6ce8\u518c&#xff09;<\/td>\n<td>\u964d\u4f4e90%<\/td>\n<\/tr>\n<tr>\n<td>\u652f\u6301\u65b0\u5e73\u53f0\u6210\u672c<\/td>\n<td>\u9ad8&#xff08;\u91cd\u65b0\u5f00\u53d1&#xff09;<\/td>\n<td>\u4f4e&#xff08;\u534f\u8bae\u517c\u5bb9&#xff09;<\/td>\n<td>\u964d\u4f4e95%<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u5ba1\u8ba1\u6210\u672c<\/td>\n<td>\u9ad8&#xff08;\u5206\u6563\u5ba1\u8ba1&#xff09;<\/td>\n<td>\u4f4e&#xff08;\u96c6\u4e2d\u5ba1\u8ba1&#xff09;<\/td>\n<td>\u964d\u4f4e70%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u56db\u3001\u5b9e\u6218\u5bf9\u6bd4&#xff1a;\u76f8\u540c\u573a\u666f\u4e0b\u7684\u6280\u672f\u5b9e\u73b0\u5dee\u5f02<\/h3>\n<h4>4.1 \u573a\u666f&#xff1a;\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\u96c6\u6210CRM<\/h4>\n<p>\u9700\u6c42&#xff1a;\u7528\u6237\u8be2\u95ee\u201c\u5e2e\u6211\u67e5\u4e00\u4e0b\u5ba2\u6237\u5f20\u4e09\u6700\u8fd1\u7684\u8054\u7cfb\u8bb0\u5f55\u201d&#xff0c;AI\u9700\u8981\u67e5\u8be2CRM\u7cfb\u7edf\u5e76\u8fd4\u56de\u7ed3\u679c\u3002<\/p>\n<h5>Function Calling\u5b9e\u73b0\u65b9\u6848<\/h5>\n<p><span class=\"token comment\"># 1. \u786c\u7f16\u7801\u5de5\u5177\u5b9a\u4e49<\/span><br \/>\ntools <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;function&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;function&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;query_crm_contacts&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2CRM\u7cfb\u7edf\u4e2d\u7684\u5ba2\u6237\u8054\u7cfb\u8bb0\u5f55&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;parameters&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;customer_name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;time_range&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;enum&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;7\u5929&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;30\u5929&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;90\u5929&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;contact_type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;enum&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5168\u90e8&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7535\u8bdd&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u90ae\u4ef6&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4f1a\u8bae&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;required&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;customer_name&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># 2. \u5b9e\u73b0\u5177\u4f53\u7684CRM\u67e5\u8be2\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">query_crm_contacts<\/span><span class=\"token punctuation\">(<\/span>customer_name<span class=\"token punctuation\">,<\/span> time_range<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;30\u5929&#034;<\/span><span class=\"token punctuation\">,<\/span> contact_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;\u5168\u90e8&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5b9e\u9645\u4f1a\u8c03\u7528CRM\u7cfb\u7edf\u7684API&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token comment\"># \u8fd9\u91cc\u7b80\u5316\u5b9e\u73b0<\/span><br \/>\n    crm_api_url <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;https:\/\/internal-crm.example.com\/api\/contacts&#034;<\/span><br \/>\n    params <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> customer_name<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;days&#034;<\/span><span class=\"token punctuation\">:<\/span> time_range<span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">:<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u53bb\u6389&#034;\u5929&#034;\u5b57<\/span><br \/>\n        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> contact_type<br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\"># \u9700\u8981\u5904\u7406\u8ba4\u8bc1\u3001\u9519\u8bef\u3001\u8d85\u65f6\u7b49<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> requests<br \/>\n    headers <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;Authorization&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;Bearer <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>CRM_API_KEY<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">}<\/span><br \/>\n    response <span class=\"token operator\">&#061;<\/span> requests<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>crm_api_url<span class=\"token punctuation\">,<\/span> params<span class=\"token operator\">&#061;<\/span>params<span class=\"token punctuation\">,<\/span> headers<span class=\"token operator\">&#061;<\/span>headers<span class=\"token punctuation\">,<\/span> timeout<span class=\"token operator\">&#061;<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> response<span class=\"token punctuation\">.<\/span>status_code <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">200<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> response<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#034;CRM\u67e5\u8be2\u5931\u8d25: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>response<span class=\"token punctuation\">.<\/span>status_code<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># 3. \u6bcf\u6b21\u589e\u52a0\u65b0\u5de5\u5177\u90fd\u9700\u8981\u4fee\u6539\u4ee3\u7801\u548c\u91cd\u65b0\u90e8\u7f72<\/span><\/p>\n<h5>MCP\u5b9e\u73b0\u65b9\u6848<\/h5>\n<p><span class=\"token comment\"># 1. \u521b\u5efa\u72ec\u7acb\u7684CRM MCP\u670d\u52a1\u5668<\/span><br \/>\n<span class=\"token comment\"># crm_mcp_server.py<\/span><br \/>\n<span class=\"token keyword\">from<\/span> mcp<span class=\"token punctuation\">.<\/span>server <span class=\"token keyword\">import<\/span> Server<br \/>\n<span class=\"token keyword\">import<\/span> requests<\/p>\n<p>server <span class=\"token operator\">&#061;<\/span> Server<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;crm-mcp-server&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;server<span class=\"token punctuation\">.<\/span>list_tools<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_list_tools<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;query_crm_contacts&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u67e5\u8be2CRM\u7cfb\u7edf\u4e2d\u7684\u5ba2\u6237\u8054\u7cfb\u8bb0\u5f55&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;inputSchema&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;object&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;properties&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#034;customer_name&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;time_range&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;enum&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;7\u5929&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;30\u5929&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;90\u5929&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#034;contact_type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;string&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;enum&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5168\u90e8&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7535\u8bdd&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u90ae\u4ef6&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4f1a\u8bae&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;required&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;customer_name&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;server<span class=\"token punctuation\">.<\/span>call_tool<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_call_tool<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> name <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;query_crm_contacts&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> query_crm_contacts<span class=\"token punctuation\">(<\/span><span class=\"token operator\">**<\/span>arguments<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><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;\u672a\u77e5\u5de5\u5177: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># 2. AI\u5e94\u7528\u53ea\u9700\u914d\u7f6eMCP\u670d\u52a1\u5668\u5730\u5740<\/span><br \/>\n<span class=\"token comment\"># claude_desktop_config.json<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;mcpServers&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;crm&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;python&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\/path\/to\/crm_mcp_server.py&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;env&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;CRM_API_KEY&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;***&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;weather&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token string\">&#034;command&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;node&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;args&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\/path\/to\/weather-mcp-server.js&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token comment\"># \u53ef\u4ee5\u8f7b\u677e\u6dfb\u52a0\u66f4\u591a\u670d\u52a1\u5668<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># 3. \u5de5\u5177\u52a8\u6001\u53d1\u73b0&#xff0c;\u65e0\u9700\u4fee\u6539AI\u5e94\u7528\u4ee3\u7801<\/span><\/p>\n<h4>4.2 \u5b9e\u73b0\u5dee\u5f02\u5206\u6790<\/h4>\n<table>\n<tr>\u5bf9\u6bd4\u7ef4\u5ea6Function CallingMCP\u5bf9\u5f00\u53d1\u8005\u7684\u5f71\u54cd<\/tr>\n<tbody>\n<tr>\n<td>\u5de5\u5177\u7ba1\u7406<\/td>\n<td>\u96c6\u4e2d\u5f0f&#xff0c;\u9700\u4fee\u6539\u4e3b\u5e94\u7528<\/td>\n<td>\u5206\u5e03\u5f0f&#xff0c;\u72ec\u7acb\u670d\u52a1\u5668<\/td>\n<td>MCP\u964d\u4f4e\u8026\u5408&#xff0c;\u4fbf\u4e8e\u56e2\u961f\u534f\u4f5c<\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72\u590d\u6742\u5ea6<\/td>\n<td>\u6574\u4f53\u90e8\u7f72&#xff0c;\u98ce\u9669\u9ad8<\/td>\n<td>\u72ec\u7acb\u90e8\u7f72&#xff0c;\u98ce\u9669\u9694\u79bb<\/td>\n<td>MCP\u652f\u6301\u7070\u5ea6\u53d1\u5e03\u548c\u56de\u6eda<\/td>\n<\/tr>\n<tr>\n<td>\u6743\u9650\u63a7\u5236<\/td>\n<td>\u5e94\u7528\u7ea7\u7c97\u7c92\u5ea6\u63a7\u5236<\/td>\n<td>\u670d\u52a1\u5668\u7ea7\u7ec6\u7c92\u5ea6\u63a7\u5236<\/td>\n<td>MCP\u7b26\u5408\u6700\u5c0f\u6743\u9650\u539f\u5219<\/td>\n<\/tr>\n<tr>\n<td>\u76d1\u63a7\u8c03\u8bd5<\/td>\n<td>\u65e5\u5fd7\u6df7\u6742&#xff0c;\u96be\u8ffd\u8e2a<\/td>\n<td>\u72ec\u7acb\u65e5\u5fd7&#xff0c;\u6613\u8bca\u65ad<\/td>\n<td>MCP\u63d0\u5347\u53ef\u89c2\u6d4b\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u6280\u672f\u6808\u9650\u5236<\/td>\n<td>\u9700\u4e0e\u4e3b\u5e94\u7528\u6280\u672f\u6808\u517c\u5bb9<\/td>\n<td>\u4efb\u610f\u6280\u672f\u6808&#xff0c;\u53ea\u9700\u9075\u5faa\u534f\u8bae<\/td>\n<td>MCP\u63d0\u4f9b\u6280\u672f\u81ea\u7531<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>4.3 \u6027\u80fd\u5bf9\u6bd4\u6d4b\u8bd5<\/h4>\n<p>\u57fa\u4e8e\u5b9e\u9645\u4f01\u4e1a\u573a\u666f\u7684\u6d4b\u8bd5\u6570\u636e&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u573a\u666fFunction CallingMCP\u4f18\u52bf\u5206\u6790<\/tr>\n<tbody>\n<tr>\n<td>10\u4e2a\u5de5\u5177\u5e76\u53d1\u8c03\u7528<\/td>\n<td>\u5e73\u5747\u5ef6\u8fdf&#xff1a;320ms\u9519\u8bef\u7387&#xff1a;2.1%<\/td>\n<td>\u5e73\u5747\u5ef6\u8fdf&#xff1a;280ms\u9519\u8bef\u7387&#xff1a;0.8%<\/td>\n<td>MCP\u534f\u8bae\u4f18\u5316\u51cf\u5c11\u5e8f\u5217\u5316\u5f00\u9500<\/td>\n<\/tr>\n<tr>\n<td>\u65b0\u589e\u5de5\u5177\u6269\u5c55\u6d4b\u8bd5<\/td>\n<td>\u90e8\u7f72\u65f6\u95f4&#xff1a;2\u5c0f\u65f6\u5f71\u54cd\u8303\u56f4&#xff1a;\u5168\u7cfb\u7edf<\/td>\n<td>\u90e8\u7f72\u65f6\u95f4&#xff1a;15\u5206\u949f\u5f71\u54cd\u8303\u56f4&#xff1a;\u5355\u4e2a\u670d\u52a1\u5668<\/td>\n<td>MCP\u652f\u6301\u70ed\u66f4\u65b0&#xff0c;\u96f6\u505c\u673a<\/td>\n<\/tr>\n<tr>\n<td>\u6545\u969c\u9694\u79bb\u6d4b\u8bd5<\/td>\n<td>\u5355\u4e2a\u5de5\u5177\u6545\u969c\u5bfc\u81f4\u7cfb\u7edf\u964d\u7ea750%<\/td>\n<td>\u5355\u4e2a\u670d\u52a1\u5668\u6545\u969c\u4ec5\u5f71\u54cd\u76f8\u5173\u529f\u80fd<\/td>\n<td>MCP\u7684\u5fae\u670d\u52a1\u67b6\u6784\u63d0\u4f9b\u66f4\u597d\u5bb9\u9519<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u5ba1\u8ba1\u6548\u7387<\/td>\n<td>\u5ba1\u8ba110\u4e2a\u5de5\u5177\u97005\u4eba\u5929<\/td>\n<td>\u5ba1\u8ba110\u4e2a\u670d\u52a1\u5668\u97002\u4eba\u5929<\/td>\n<td>MCP\u6807\u51c6\u5316\u7b80\u5316\u5ba1\u8ba1\u6d41\u7a0b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u4e94\u3001\u5e94\u7528\u573a\u666f\u5168\u666f\u56fe<\/h3>\n<h4>5.1 \u4f01\u4e1a\u7ea7\u5e94\u7528\u573a\u666f<\/h4>\n<p>\u573a\u666f\u4e00&#xff1a;\u667a\u80fd\u6570\u636e\u5206\u6790\u52a9\u624b<\/p>\n<p>\u9700\u6c42\u63cf\u8ff0&#xff1a;<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u4e1a\u52a1\u4eba\u5458\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u6570\u636e<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u81ea\u52a8\u751f\u6210\u53ef\u89c6\u5316\u56fe\u8868<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u57fa\u4e8e\u6570\u636e\u63d0\u4f9b\u51b3\u7b56\u5efa\u8bae<\/p>\n<p>MCP\u5b9e\u73b0\u67b6\u6784&#xff1a;<br \/>\n  \u251c\u2500\u2500 \u6570\u636e\u67e5\u8be2MCP\u670d\u52a1\u5668&#xff08;\u8fde\u63a5\u6570\u636e\u4ed3\u5e93&#xff09;<br \/>\n  \u251c\u2500\u2500 \u53ef\u89c6\u5316\u751f\u6210MCP\u670d\u52a1\u5668&#xff08;\u8c03\u7528\u56fe\u8868\u5e93&#xff09;<br \/>\n  \u251c\u2500\u2500 \u5206\u6790\u5f15\u64ceMCP\u670d\u52a1\u5668&#xff08;\u5185\u7f6e\u5206\u6790\u6a21\u578b&#xff09;<br \/>\n  \u2514\u2500\u2500 \u62a5\u544a\u751f\u6210MCP\u670d\u52a1\u5668&#xff08;\u6574\u5408\u7ed3\u679c&#xff09;<\/p>\n<p>\u4ef7\u503c\u4f53\u73b0&#xff1a;<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u964d\u4f4e\u6570\u636e\u5206\u6790\u95e8\u69db<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u63d0\u9ad8\u51b3\u7b56\u6548\u7387300%<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u51cf\u5c11IT\u90e8\u95e870%\u7684\u4e34\u65f6\u67e5\u8be2\u9700\u6c42<\/p>\n<p>\u573a\u666f\u4e8c&#xff1a;\u5168\u6e20\u9053\u667a\u80fd\u5ba2\u670d<\/p>\n<p>\u9700\u6c42\u63cf\u8ff0&#xff1a;<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u7edf\u4e00\u5904\u7406\u7f51\u7ad9\u3001APP\u3001\u5fae\u4fe1\u3001\u7535\u8bdd\u7684\u5ba2\u6237\u54a8\u8be2<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u81ea\u52a8\u67e5\u8be2\u8ba2\u5355\u3001\u7269\u6d41\u3001\u8d26\u6237\u4fe1\u606f<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u590d\u6742\u95ee\u9898\u81ea\u52a8\u8f6c\u4eba\u5de5\u5e76\u63d0\u4f9b\u4e0a\u4e0b\u6587<\/p>\n<p>MCP\u5b9e\u73b0\u67b6\u6784&#xff1a;<br \/>\n  \u251c\u2500\u2500 \u8ba2\u5355\u67e5\u8be2MCP\u670d\u52a1\u5668<br \/>\n  \u251c\u2500\u2500 \u7269\u6d41\u8ddf\u8e2aMCP\u670d\u52a1\u5668<br \/>\n  \u251c\u2500\u2500 \u77e5\u8bc6\u5e93\u68c0\u7d22MCP\u670d\u52a1\u5668<br \/>\n  \u251c\u2500\u2500 \u7528\u6237\u753b\u50cfMCP\u670d\u52a1\u5668<br \/>\n  \u2514\u2500\u2500 \u5de5\u5355\u7cfb\u7edfMCP\u670d\u52a1\u5668<\/p>\n<p>\u4ef7\u503c\u4f53\u73b0&#xff1a;<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u5ba2\u670d\u54cd\u5e94\u65f6\u95f4\u4ece5\u5206\u949f\u964d\u81f330\u79d2<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u4eba\u5de5\u5ba2\u670d\u5de5\u4f5c\u91cf\u51cf\u5c1140%<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u5ba2\u6237\u6ee1\u610f\u5ea6\u63d0\u534725%<\/p>\n<h4>5.2 \u5f00\u53d1\u8005\u5de5\u5177\u573a\u666f<\/h4>\n<p>\u573a\u666f\u4e09&#xff1a;AI\u589e\u5f3a\u7684\u5f00\u53d1\u73af\u5883<\/p>\n<p><span class=\"token comment\"># \u57fa\u4e8eMCP\u7684\u667a\u80fdIDE\u63d2\u4ef6\u67b6\u6784<\/span><br \/>\nmcp_servers <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;code_completion&#034;<\/span><span class=\"token punctuation\">:<\/span> CodeCompletionServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;debug_assistant&#034;<\/span><span class=\"token punctuation\">:<\/span> DebugAssistantServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;api_documentation&#034;<\/span><span class=\"token punctuation\">:<\/span> APIDocServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;code_review&#034;<\/span><span class=\"token punctuation\">:<\/span> CodeReviewServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;dependency_management&#034;<\/span><span class=\"token punctuation\">:<\/span> DependencyServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;security_scan&#034;<\/span><span class=\"token punctuation\">:<\/span> SecurityScanServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># \u5f00\u53d1\u8005\u4f53\u9a8c&#xff1a;<\/span><br \/>\n<span class=\"token comment\"># 1. \u8f93\u5165&#xff1a;&#034;\u5e2e\u6211\u5199\u4e00\u4e2a\u7528\u6237\u767b\u5f55\u7684React\u7ec4\u4ef6&#xff0c;\u5305\u542b\u8868\u5355\u9a8c\u8bc1&#034;<\/span><br \/>\n<span class=\"token comment\"># 2. AI\u8c03\u7528\u591a\u4e2aMCP\u670d\u52a1\u5668\u534f\u540c\u5de5\u4f5c&#xff1a;<\/span><br \/>\n<span class=\"token comment\">#    &#8211; code_completion: \u751f\u6210\u7ec4\u4ef6\u4ee3\u7801<\/span><br \/>\n<span class=\"token comment\">#    &#8211; api_documentation: \u83b7\u53d6React\u6700\u65b0API<\/span><br \/>\n<span class=\"token comment\">#    &#8211; security_scan: \u68c0\u67e5\u5b89\u5168\u6f0f\u6d1e<\/span><br \/>\n<span class=\"token comment\"># 3. \u8fd4\u56de\u5b8c\u6574\u3001\u5b89\u5168\u3001\u7b26\u5408\u6700\u4f73\u5b9e\u8df5\u7684\u4ee3\u7801<\/span><\/p>\n<p>\u573a\u666f\u56db&#xff1a;\u81ea\u52a8\u5316\u6d4b\u8bd5\u751f\u6210<\/p>\n<p>MCP\u670d\u52a1\u5668\u96c6\u7fa4&#xff1a;<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u4ee3\u7801\u5206\u6790\u670d\u52a1\u5668&#xff1a;\u89e3\u6790\u9879\u76ee\u7ed3\u6784\u548c\u4f9d\u8d56<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u6d4b\u8bd5\u6a21\u5f0f\u8bc6\u522b\u670d\u52a1\u5668&#xff1a;\u8bc6\u522b\u9700\u8981\u6d4b\u8bd5\u7684\u573a\u666f<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u6d4b\u8bd5\u7528\u4f8b\u751f\u6210\u670d\u52a1\u5668&#xff1a;\u751f\u6210\u6d4b\u8bd5\u7528\u4f8b<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u6d4b\u8bd5\u6570\u636e\u751f\u6210\u670d\u52a1\u5668&#xff1a;\u521b\u5efa\u6d4b\u8bd5\u6570\u636e<br \/>\n  <span class=\"token punctuation\">&#8211;<\/span> \u6d4b\u8bd5\u6267\u884c\u670d\u52a1\u5668&#xff1a;\u6267\u884c\u6d4b\u8bd5\u5e76\u6536\u96c6\u7ed3\u679c<\/p>\n<p>\u5de5\u4f5c\u6d41\u7a0b&#xff1a;<br \/>\n  \u7528\u6237&#xff1a;\u4e3a\u8fd9\u4e2a\u7528\u6237\u6ce8\u518c\u51fd\u6570\u751f\u6210\u6d4b\u8bd5<br \/>\n  \u2192 AI\u534f\u8c035\u4e2aMCP\u670d\u52a1\u5668<br \/>\n  \u2192 \u8fd4\u56de&#xff1a;\u6d4b\u8bd5\u7528\u4f8b&#043;\u6d4b\u8bd5\u6570\u636e&#043;\u6267\u884c\u7ed3\u679c&#043;\u8986\u76d6\u7387\u62a5\u544a<\/p>\n<h4>5.3 \u4e2a\u4eba\u6548\u7387\u573a\u666f<\/h4>\n<p>\u573a\u666f\u4e94&#xff1a;\u4e2a\u4eba\u6570\u5b57\u751f\u6d3b\u52a9\u624b<\/p>\n<p><span class=\"token comment\"># \u4e2a\u4ebaMCP\u670d\u52a1\u5668\u751f\u6001<\/span><br \/>\npersonal_mcp_ecosystem <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;calendar&#034;<\/span><span class=\"token punctuation\">:<\/span> PersonalCalendarServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>  <span class=\"token comment\"># \u7ba1\u7406\u65e5\u7a0b<\/span><br \/>\n    <span class=\"token string\">&#034;email&#034;<\/span><span class=\"token punctuation\">:<\/span> SmartEmailServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>          <span class=\"token comment\"># \u667a\u80fd\u90ae\u4ef6\u5904\u7406<\/span><br \/>\n    <span class=\"token string\">&#034;finance&#034;<\/span><span class=\"token punctuation\">:<\/span> PersonalFinanceServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>   <span class=\"token comment\"># \u7406\u8d22\u5efa\u8bae<\/span><br \/>\n    <span class=\"token string\">&#034;health&#034;<\/span><span class=\"token punctuation\">:<\/span> HealthTrackingServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span>     <span class=\"token comment\"># \u5065\u5eb7\u7ba1\u7406<\/span><br \/>\n    <span class=\"token string\">&#034;learning&#034;<\/span><span class=\"token punctuation\">:<\/span> LearningAssistantServer<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token comment\"># \u5b66\u4e60\u89c4\u5212<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># \u5178\u578b\u5bf9\u8bdd&#xff1a;<\/span><br \/>\n<span class=\"token comment\"># \u7528\u6237&#xff1a;&#034;\u6211\u4e0b\u5468\u6709\u4ec0\u4e48\u91cd\u8981\u5b89\u6392&#xff1f;\u6839\u636e\u6211\u7684\u9884\u7b97\u63a8\u8350\u4e00\u4e2a\u5468\u672b\u6d3b\u52a8&#034;<\/span><br \/>\n<span class=\"token comment\"># AI\u8c03\u7528&#xff1a;<\/span><br \/>\n<span class=\"token comment\">#   1. calendar\u670d\u52a1\u5668 \u2192 \u83b7\u53d6\u4e0b\u5468\u65e5\u7a0b<\/span><br \/>\n<span class=\"token comment\">#   2. finance\u670d\u52a1\u5668 \u2192 \u5206\u6790\u672c\u6708\u9884\u7b97<\/span><br \/>\n<span class=\"token comment\">#   3. \u7efc\u5408\u63a8\u8350&#xff1a;\u5468\u516d\u4e0b\u5348\u6709\u7a7a&#xff0c;\u9884\u7b97\u5185\u53ef\u53bbXX\u5c55\u89c8<\/span><\/p>\n<h3>\u516d\u3001\u5b9e\u65bd\u6307\u5357&#xff1a;\u4eceFunction Calling\u8fc1\u79fb\u5230MCP<\/h3>\n<h4>6.1 \u8fc1\u79fb\u8bc4\u4f30\u6846\u67b6<\/h4>\n<p>\u8fc1\u79fb\u53ef\u884c\u6027\u8bc4\u4f30\u8868&#xff1a;<\/p>\n<table>\n<tr>\u8bc4\u4f30\u7ef4\u5ea6\u6743\u91cdFunction Calling\u73b0\u72b6MCP\u76ee\u6807\u8fc1\u79fb\u96be\u5ea6<\/tr>\n<tbody>\n<tr>\n<td>\u5de5\u5177\u6570\u91cf<\/td>\n<td>20%<\/td>\n<td>\u5c11\u4e8e10\u4e2a&#xff08;\u4f4e&#xff09;<\/td>\n<td>\u652f\u6301\u52a8\u6001\u6269\u5c55<\/td>\n<td>\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>\u8c03\u7528\u9891\u7387<\/td>\n<td>15%<\/td>\n<td>\u9ad8\u9891&#xff08;&gt;1000\u6b21\/\u5929&#xff09;<\/td>\n<td>\u66f4\u9ad8\u6027\u80fd\u8981\u6c42<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u8981\u6c42<\/td>\n<td>25%<\/td>\n<td>\u57fa\u7840\u8ba4\u8bc1<\/td>\n<td>\u7ec6\u7c92\u5ea6\u6743\u9650\u63a7\u5236<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u56e2\u961f\u6280\u80fd<\/td>\n<td>20%<\/td>\n<td>\u719f\u6089Python\/API\u5f00\u53d1<\/td>\n<td>\u9700\u8981\u5b66\u4e60MCP\u534f\u8bae<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u4e1a\u52a1\u5173\u952e\u6027<\/td>\n<td>20%<\/td>\n<td>\u975e\u6838\u5fc3\u4e1a\u52a1<\/td>\n<td>\u53ef\u80fd\u63d0\u5347\u4e3a\u6838\u5fc3<\/td>\n<td>\u4e2d\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fc1\u79fb\u51b3\u7b56\u77e9\u9635&#xff1a;<\/p>\n<p>#mermaid-svg-e6v9ncakby70F98Q{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-e6v9ncakby70F98Q .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-e6v9ncakby70F98Q .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-e6v9ncakby70F98Q .error-icon{fill:#552222;}#mermaid-svg-e6v9ncakby70F98Q .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-e6v9ncakby70F98Q .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-e6v9ncakby70F98Q .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-e6v9ncakby70F98Q .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-e6v9ncakby70F98Q .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-e6v9ncakby70F98Q .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-e6v9ncakby70F98Q .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-e6v9ncakby70F98Q .marker{fill:#333333;stroke:#333333;}#mermaid-svg-e6v9ncakby70F98Q .marker.cross{stroke:#333333;}#mermaid-svg-e6v9ncakby70F98Q svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-e6v9ncakby70F98Q p{margin:0;}#mermaid-svg-e6v9ncakby70F98Q .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-e6v9ncakby70F98Q .cluster-label text{fill:#333;}#mermaid-svg-e6v9ncakby70F98Q .cluster-label span{color:#333;}#mermaid-svg-e6v9ncakby70F98Q .cluster-label span p{background-color:transparent;}#mermaid-svg-e6v9ncakby70F98Q .label text,#mermaid-svg-e6v9ncakby70F98Q span{fill:#333;color:#333;}#mermaid-svg-e6v9ncakby70F98Q .node rect,#mermaid-svg-e6v9ncakby70F98Q .node circle,#mermaid-svg-e6v9ncakby70F98Q .node ellipse,#mermaid-svg-e6v9ncakby70F98Q .node polygon,#mermaid-svg-e6v9ncakby70F98Q .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-e6v9ncakby70F98Q .rough-node .label text,#mermaid-svg-e6v9ncakby70F98Q .node .label text,#mermaid-svg-e6v9ncakby70F98Q .image-shape .label,#mermaid-svg-e6v9ncakby70F98Q .icon-shape .label{text-anchor:middle;}#mermaid-svg-e6v9ncakby70F98Q .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-e6v9ncakby70F98Q .rough-node .label,#mermaid-svg-e6v9ncakby70F98Q .node .label,#mermaid-svg-e6v9ncakby70F98Q .image-shape .label,#mermaid-svg-e6v9ncakby70F98Q .icon-shape .label{text-align:center;}#mermaid-svg-e6v9ncakby70F98Q .node.clickable{cursor:pointer;}#mermaid-svg-e6v9ncakby70F98Q .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-e6v9ncakby70F98Q .arrowheadPath{fill:#333333;}#mermaid-svg-e6v9ncakby70F98Q .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-e6v9ncakby70F98Q .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-e6v9ncakby70F98Q .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-e6v9ncakby70F98Q .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-e6v9ncakby70F98Q .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-e6v9ncakby70F98Q .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-e6v9ncakby70F98Q .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-e6v9ncakby70F98Q .cluster text{fill:#333;}#mermaid-svg-e6v9ncakby70F98Q .cluster span{color:#333;}#mermaid-svg-e6v9ncakby70F98Q div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-e6v9ncakby70F98Q .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-e6v9ncakby70F98Q rect.text{fill:none;stroke-width:0;}#mermaid-svg-e6v9ncakby70F98Q .icon-shape,#mermaid-svg-e6v9ncakby70F98Q .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-e6v9ncakby70F98Q .icon-shape p,#mermaid-svg-e6v9ncakby70F98Q .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-e6v9ncakby70F98Q .icon-shape rect,#mermaid-svg-e6v9ncakby70F98Q .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-e6v9ncakby70F98Q .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-e6v9ncakby70F98Q .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-e6v9ncakby70F98Q :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5f00\u59cb\u8fc1\u79fb\u8bc4\u4f30<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5de5\u5177\u6570\u91cf &gt; 20?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5f3a\u70c8\u5efa\u8bae\u8fc1\u79fb<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u9700\u8981\u8de8\u5e73\u53f0\u652f\u6301?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5b89\u5168\u8981\u6c42\u9ad8?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u53ef\u6682\u4e0d\u8fc1\u79fb<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5236\u5b9a\u8fc1\u79fb\u8ba1\u5212<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4fdd\u6301\u73b0\u72b6&#xff0c;\u5b9a\u671f\u8bc4\u4f30<\/p>\n<p><\/span><\/p>\n<h4>6.2 \u5206\u9636\u6bb5\u8fc1\u79fb\u7b56\u7565<\/h4>\n<p>\u9636\u6bb5\u4e00&#xff1a;\u8bc4\u4f30\u4e0e\u89c4\u5212&#xff08;1-2\u5468&#xff09;<\/p>\n<p><span class=\"token comment\"># \u8fc1\u79fb\u89c4\u5212\u68c0\u67e5\u6e05\u5355<\/span><br \/>\nchecklist <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;inventory&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;task&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u6e05\u70b9\u73b0\u6709Function Calling\u5de5\u5177&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;deliverable&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5de5\u5177\u6e05\u5355\u6587\u6863&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;tools&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;query_database&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;send_email&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;priority&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;task&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u786e\u5b9a\u8fc1\u79fb\u4f18\u5148\u7ea7&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;criteria&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u4f7f\u7528\u9891\u7387&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e1a\u52a1\u4ef7\u503c&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8fc1\u79fb\u590d\u6742\u5ea6&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;priority_list&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;tool&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;query_database&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;priority&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u9ad8&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;reason&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u9ad8\u9891\u6838\u5fc3\u529f\u80fd&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;tool&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;priority&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f4e&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;reason&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4f4e\u9891\u975e\u6838\u5fc3&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;architecture&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;task&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u8bbe\u8ba1MCP\u670d\u52a1\u5668\u67b6\u6784&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;decisions&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n            <span class=\"token string\">&#034;\u72ec\u7acb\u670d\u52a1\u5668 vs \u7ec4\u5408\u670d\u52a1\u5668&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;\u90e8\u7f72\u73af\u5883&#xff1a;\u5bb9\u5668\/K8s\/Serverless&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token string\">&#034;\u76d1\u63a7\u548c\u65e5\u5fd7\u65b9\u6848&#034;<\/span><br \/>\n        <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u9636\u6bb5\u4e8c&#xff1a;\u8bd5\u70b9\u8fc1\u79fb&#xff08;2-4\u5468&#xff09;<\/p>\n<p><span class=\"token comment\"># \u9009\u62e91-2\u4e2a\u4f4e\u98ce\u9669\u5de5\u5177\u8fdb\u884c\u8bd5\u70b9<\/span><br \/>\npilot_tools <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;get_weather&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;unit_converter&#034;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9e\u65bd\u6b65\u9aa4&#xff1a;<\/span><br \/>\n<span class=\"token comment\"># 1. \u521b\u5efaMCP\u670d\u52a1\u5668\u539f\u578b<\/span><br \/>\n<span class=\"token comment\"># 2. \u5e76\u884c\u8fd0\u884cFunction Calling\u548cMCP\u7248\u672c<\/span><br \/>\n<span class=\"token comment\"># 3. \u5bf9\u6bd4\u6d4b\u8bd5&#xff1a;\u529f\u80fd\u3001\u6027\u80fd\u3001\u7a33\u5b9a\u6027<\/span><br \/>\n<span class=\"token comment\"># 4. \u6536\u96c6\u7528\u6237\u53cd\u9988<\/span><br \/>\n<span class=\"token comment\"># 5. \u5b8c\u5584MCP\u6700\u4f73\u5b9e\u8df5<\/span><\/p>\n<p><span class=\"token comment\"># \u6210\u529f\u6807\u51c6&#xff1a;<\/span><br \/>\n<span class=\"token comment\"># &#8211; \u529f\u80fd\u5bf9\u7b49\u6027100%<\/span><br \/>\n<span class=\"token comment\"># &#8211; \u6027\u80fd\u63d0\u5347\u6216\u6301\u5e73<\/span><br \/>\n<span class=\"token comment\"># &#8211; \u96f6\u5173\u952e\u6545\u969c<\/span><br \/>\n<span class=\"token comment\"># &#8211; \u7528\u6237\u6ee1\u610f\u5ea6\u4e0d\u4f4e\u4e8e\u539f\u6709<\/span><\/p>\n<p>\u9636\u6bb5\u4e09&#xff1a;\u5168\u9762\u8fc1\u79fb&#xff08;1-3\u4e2a\u6708&#xff09;<\/p>\n<p><span class=\"token comment\"># \u8fc1\u79fb\u8def\u7ebf\u56fe<\/span><br \/>\nmigration_roadmap <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;month1&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;focus&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u9ad8\u9891\u6838\u5fc3\u5de5\u5177\u8fc1\u79fb&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;target&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5b8c\u621030%\u5de5\u5177\u8fc1\u79fb&#xff0c;\u8986\u76d680%\u8c03\u7528\u91cf&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;risks&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u4e1a\u52a1\u4e2d\u65ad&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6027\u80fd\u4e0b\u964d&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;mitigations&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u6e10\u8fdb\u5f0f\u5207\u6362&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8be6\u7ec6\u56de\u6eda\u8ba1\u5212&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;month2&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;focus&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4e2d\u4f4e\u9891\u5de5\u5177\u8fc1\u79fb&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;target&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5b8c\u621070%\u5de5\u5177\u8fc1\u79fb&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;risks&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u6280\u672f\u503a\u52a1\u79ef\u7d2f&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u56e2\u961f\u75b2\u52b3&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;mitigations&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u81ea\u52a8\u5316\u8fc1\u79fb\u5de5\u5177&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9636\u6bb5\u6027\u5e86\u795d&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;month3&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;focus&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u6536\u5c3e\u4e0e\u4f18\u5316&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;target&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;100%\u8fc1\u79fb\u5b8c\u6210&#xff0c;\u5173\u95edFunction Calling&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;risks&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u9057\u7559\u95ee\u9898&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u76d1\u63a7\u76f2\u70b9&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;mitigations&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5168\u9762\u6d4b\u8bd5&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u76d1\u63a7\u5f3a\u5316&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>6.3 \u8fc1\u79fb\u6280\u672f\u8981\u70b9<\/h4>\n<p>1. \u534f\u8bae\u517c\u5bb9\u5c42<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">FunctionCallingToMCPAdapter<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5c06Function Calling\u63a5\u53e3\u9002\u914d\u5230MCP\u534f\u8bae&#034;&#034;&#034;<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> mcp_client<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>mcp_client <span class=\"token operator\">&#061;<\/span> mcp_client<br \/>\n        self<span class=\"token punctuation\">.<\/span>tool_mapping <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>_discover_mcp_tools<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">call_function<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> function_name<span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u517c\u5bb9\u539f\u6709Function Calling\u63a5\u53e3&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> function_name <span class=\"token keyword\">in<\/span> self<span class=\"token punctuation\">.<\/span>tool_mapping<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token comment\"># \u8c03\u7528\u5bf9\u5e94\u7684MCP\u5de5\u5177<\/span><br \/>\n            mcp_tool <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>tool_mapping<span class=\"token punctuation\">[<\/span>function_name<span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>mcp_client<span class=\"token punctuation\">.<\/span>call_tool<span class=\"token punctuation\">(<\/span>mcp_tool<span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token comment\"># \u56de\u9000\u5230\u672c\u5730\u5b9e\u73b0\u6216\u62a5\u9519<\/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;\u5de5\u5177\u672a\u627e\u5230: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>function_name<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">_discover_mcp_tools<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u52a8\u6001\u53d1\u73b0MCP\u670d\u52a1\u5668\u4e0a\u7684\u5de5\u5177&#034;&#034;&#034;<\/span><br \/>\n        tools <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> server <span class=\"token keyword\">in<\/span> self<span class=\"token punctuation\">.<\/span>mcp_client<span class=\"token punctuation\">.<\/span>servers<span class=\"token punctuation\">:<\/span><br \/>\n            server_tools <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> server<span class=\"token punctuation\">.<\/span>list_tools<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">for<\/span> tool <span class=\"token keyword\">in<\/span> server_tools<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token comment\"># \u5efa\u7acbFunction Calling\u540d\u79f0\u5230MCP\u5de5\u5177\u7684\u6620\u5c04<\/span><br \/>\n                tools<span class=\"token punctuation\">[<\/span>tool<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> tool<br \/>\n        <span class=\"token keyword\">return<\/span> tools<\/p>\n<p>2. \u53cc\u8fd0\u884c\u6a21\u5f0f\u652f\u6301<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">HybridToolManager<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u652f\u6301Function Calling\u548cMCP\u53cc\u6a21\u5f0f\u8fd0\u884c&#034;&#034;&#034;<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> config<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>mode <span class=\"token operator\">&#061;<\/span> config<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;mode&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;hybrid&#034;<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># fc_only, mcp_only, hybrid<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>fc_tools <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>_load_fc_tools<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>mcp_client <span class=\"token operator\">&#061;<\/span> MCPClient<span class=\"token punctuation\">(<\/span>config<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;mcp_servers&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> self<span class=\"token punctuation\">.<\/span>mode <span class=\"token operator\">!&#061;<\/span> <span class=\"token string\">&#034;fc_only&#034;<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token boolean\">None<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">execute_tool<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> tool_name<span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6839\u636e\u6a21\u5f0f\u9009\u62e9\u6267\u884c\u65b9\u5f0f&#034;&#034;&#034;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> self<span class=\"token punctuation\">.<\/span>mode <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;fc_only&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>_execute_fc<span class=\"token punctuation\">(<\/span>tool_name<span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">elif<\/span> self<span class=\"token punctuation\">.<\/span>mode <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;mcp_only&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>_execute_mcp<span class=\"token punctuation\">(<\/span>tool_name<span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span>  <span class=\"token comment\"># hybrid<\/span><br \/>\n            <span class=\"token comment\"># \u4f18\u5148\u4f7f\u7528MCP&#xff0c;\u5931\u8d25\u65f6\u56de\u9000\u5230Function Calling<\/span><br \/>\n            <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>_execute_mcp<span class=\"token punctuation\">(<\/span>tool_name<span class=\"token punctuation\">,<\/span> arguments<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                logger<span class=\"token punctuation\">.<\/span>warning<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;MCP\u8c03\u7528\u5931\u8d25&#xff0c;\u56de\u9000\u5230Function Calling: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>_execute_fc<span class=\"token punctuation\">(<\/span>tool_name<span class=\"token punctuation\">,<\/span> arguments<span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u4e03\u3001\u672a\u6765\u5c55\u671b&#xff1a;MCP\u9a71\u52a8\u7684AI\u65b0\u751f\u6001<\/h3>\n<h4>7.1 \u6280\u672f\u53d1\u5c55\u8d8b\u52bf<\/h4>\n<p>1. \u534f\u8bae\u6807\u51c6\u5316\u4e0e\u4e92\u64cd\u4f5c\u6027<\/p>\n<p>#mermaid-svg-cJNUjYflHZ7SEIBa{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;fill:#333;}@keyframes edge-animation-frame{from{stroke-dashoffset:0;}}@keyframes dash{to{stroke-dashoffset:0;}}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-animation-slow{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 50s linear infinite;stroke-linecap:round;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-animation-fast{stroke-dasharray:9,5!important;stroke-dashoffset:900;animation:dash 20s linear infinite;stroke-linecap:round;}#mermaid-svg-cJNUjYflHZ7SEIBa .error-icon{fill:#552222;}#mermaid-svg-cJNUjYflHZ7SEIBa .error-text{fill:#552222;stroke:#552222;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-thickness-normal{stroke-width:1px;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-thickness-thick{stroke-width:3.5px;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-pattern-solid{stroke-dasharray:0;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-thickness-invisible{stroke-width:0;fill:none;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-pattern-dashed{stroke-dasharray:3;}#mermaid-svg-cJNUjYflHZ7SEIBa .edge-pattern-dotted{stroke-dasharray:2;}#mermaid-svg-cJNUjYflHZ7SEIBa .marker{fill:#333333;stroke:#333333;}#mermaid-svg-cJNUjYflHZ7SEIBa .marker.cross{stroke:#333333;}#mermaid-svg-cJNUjYflHZ7SEIBa svg{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:16px;}#mermaid-svg-cJNUjYflHZ7SEIBa p{margin:0;}#mermaid-svg-cJNUjYflHZ7SEIBa .label{font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;color:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa .cluster-label text{fill:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa .cluster-label span{color:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa .cluster-label span p{background-color:transparent;}#mermaid-svg-cJNUjYflHZ7SEIBa .label text,#mermaid-svg-cJNUjYflHZ7SEIBa span{fill:#333;color:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa .node rect,#mermaid-svg-cJNUjYflHZ7SEIBa .node circle,#mermaid-svg-cJNUjYflHZ7SEIBa .node ellipse,#mermaid-svg-cJNUjYflHZ7SEIBa .node polygon,#mermaid-svg-cJNUjYflHZ7SEIBa .node path{fill:#ECECFF;stroke:#9370DB;stroke-width:1px;}#mermaid-svg-cJNUjYflHZ7SEIBa .rough-node .label text,#mermaid-svg-cJNUjYflHZ7SEIBa .node .label text,#mermaid-svg-cJNUjYflHZ7SEIBa .image-shape .label,#mermaid-svg-cJNUjYflHZ7SEIBa .icon-shape .label{text-anchor:middle;}#mermaid-svg-cJNUjYflHZ7SEIBa .node .katex path{fill:#000;stroke:#000;stroke-width:1px;}#mermaid-svg-cJNUjYflHZ7SEIBa .rough-node .label,#mermaid-svg-cJNUjYflHZ7SEIBa .node .label,#mermaid-svg-cJNUjYflHZ7SEIBa .image-shape .label,#mermaid-svg-cJNUjYflHZ7SEIBa .icon-shape .label{text-align:center;}#mermaid-svg-cJNUjYflHZ7SEIBa .node.clickable{cursor:pointer;}#mermaid-svg-cJNUjYflHZ7SEIBa .root .anchor path{fill:#333333!important;stroke-width:0;stroke:#333333;}#mermaid-svg-cJNUjYflHZ7SEIBa .arrowheadPath{fill:#333333;}#mermaid-svg-cJNUjYflHZ7SEIBa .edgePath .path{stroke:#333333;stroke-width:2.0px;}#mermaid-svg-cJNUjYflHZ7SEIBa .flowchart-link{stroke:#333333;fill:none;}#mermaid-svg-cJNUjYflHZ7SEIBa .edgeLabel{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-cJNUjYflHZ7SEIBa .edgeLabel p{background-color:rgba(232,232,232, 0.8);}#mermaid-svg-cJNUjYflHZ7SEIBa .edgeLabel rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-cJNUjYflHZ7SEIBa .labelBkg{background-color:rgba(232, 232, 232, 0.5);}#mermaid-svg-cJNUjYflHZ7SEIBa .cluster rect{fill:#ffffde;stroke:#aaaa33;stroke-width:1px;}#mermaid-svg-cJNUjYflHZ7SEIBa .cluster text{fill:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa .cluster span{color:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa div.mermaidTooltip{position:absolute;text-align:center;max-width:200px;padding:2px;font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;font-size:12px;background:hsl(80, 100%, 96.2745098039%);border:1px solid #aaaa33;border-radius:2px;pointer-events:none;z-index:100;}#mermaid-svg-cJNUjYflHZ7SEIBa .flowchartTitleText{text-anchor:middle;font-size:18px;fill:#333;}#mermaid-svg-cJNUjYflHZ7SEIBa rect.text{fill:none;stroke-width:0;}#mermaid-svg-cJNUjYflHZ7SEIBa .icon-shape,#mermaid-svg-cJNUjYflHZ7SEIBa .image-shape{background-color:rgba(232,232,232, 0.8);text-align:center;}#mermaid-svg-cJNUjYflHZ7SEIBa .icon-shape p,#mermaid-svg-cJNUjYflHZ7SEIBa .image-shape p{background-color:rgba(232,232,232, 0.8);padding:2px;}#mermaid-svg-cJNUjYflHZ7SEIBa .icon-shape rect,#mermaid-svg-cJNUjYflHZ7SEIBa .image-shape rect{opacity:0.5;background-color:rgba(232,232,232, 0.8);fill:rgba(232,232,232, 0.8);}#mermaid-svg-cJNUjYflHZ7SEIBa .label-icon{display:inline-block;height:1em;overflow:visible;vertical-align:-0.125em;}#mermaid-svg-cJNUjYflHZ7SEIBa .node .label-icon path{fill:currentColor;stroke:revert;stroke-width:revert;}#mermaid-svg-cJNUjYflHZ7SEIBa :root{&#8211;mermaid-font-family:\\&#8221;trebuchet ms\\&#8221;,verdana,arial,sans-serif;}<span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5f53\u524d: \u534f\u8bae\u788e\u7247\u5316<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u8fd1\u671f: MCP\u6210\u4e3a\u4e8b\u5b9e\u6807\u51c6<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4e2d\u671f: \u8de8\u6a21\u578b\u5de5\u5177\u5e02\u573a<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u957f\u671f: \u81ea\u4e3b\u5de5\u5177\u53d1\u73b0\u4e0e\u534f\u5546<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u667a\u80fd\u4f53\u81ea\u4e3b\u751f\u6001<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>AI\u539f\u751f\u5e94\u7528\u8303\u5f0f<\/p>\n<p><\/span><\/p>\n<p>2. \u5b89\u5168\u4e0e\u9690\u79c1\u589e\u5f3a<\/p>\n<ul>\n<li>\u96f6\u4fe1\u4efb\u67b6\u6784\u96c6\u6210&#xff1a;MCP\u670d\u52a1\u5668\u4f5c\u4e3a\u5b89\u5168\u8fb9\u754c<\/li>\n<li>\u540c\u6001\u52a0\u5bc6\u652f\u6301&#xff1a;\u654f\u611f\u6570\u636e\u5728\u52a0\u5bc6\u72b6\u6001\u4e0b\u5904\u7406<\/li>\n<li>\u8054\u90a6\u5b66\u4e60\u96c6\u6210&#xff1a;\u5206\u5e03\u5f0f\u6a21\u578b\u8bad\u7ec3\u4e0e\u5de5\u5177\u4f7f\u7528<\/li>\n<li>\u533a\u5757\u94fe\u5ba1\u8ba1&#xff1a;\u4e0d\u53ef\u7be1\u6539\u7684\u64cd\u4f5c\u8bb0\u5f55<\/li>\n<\/ul>\n<p>3. \u6027\u80fd\u4e0e\u89c4\u6a21\u4f18\u5316<\/p>\n<p><span class=\"token comment\"># \u672a\u6765MCP\u6027\u80fd\u76ee\u6807<\/span><br \/>\nperformance_targets <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;latency&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;current&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;100-300ms&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;2026_target&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;&lt;50ms&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;\u6280\u672f\u8def\u5f84&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u8fb9\u7f18\u8ba1\u7b97&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u534f\u8bae\u4f18\u5316&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u786c\u4ef6\u52a0\u901f&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;concurrency&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;current&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5343\u7ea7\u5e76\u53d1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;2026_target&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u767e\u4e07\u7ea7\u5e76\u53d1&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;\u6280\u672f\u8def\u5f84&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5206\u5e03\u5f0fMCP&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5f02\u6b65\u6d41\u5904\u7406&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8d1f\u8f7d\u9884\u6d4b&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#034;tool_scale&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;current&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u767e\u7ea7\u5de5\u5177&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;2026_target&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u4e07\u7ea7\u5de5\u5177\u5e02\u573a&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;\u6280\u672f\u8def\u5f84&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u81ea\u52a8\u5de5\u5177\u53d1\u73b0&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8bed\u4e49\u8def\u7531&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8d28\u91cf\u8bc4\u7ea7&#034;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>7.2 \u751f\u6001\u53d1\u5c55\u9884\u6d4b<\/h4>\n<p>MCP\u670d\u52a1\u5668\u5e02\u573a\u589e\u957f\u9884\u6d4b&#xff1a;<\/p>\n<table>\n<tr>\u5e74\u4efd\u670d\u52a1\u5668\u6570\u91cf\u5de5\u5177\u6570\u91cf\u5f00\u53d1\u8005\u6570\u91cf\u4f01\u4e1a\u91c7\u7528\u7387<\/tr>\n<tbody>\n<tr>\n<td>2025<\/td>\n<td>500&#043;<\/td>\n<td>2,000&#043;<\/td>\n<td>10,000&#043;<\/td>\n<td>15%<\/td>\n<\/tr>\n<tr>\n<td>2026<\/td>\n<td>5,000&#043;<\/td>\n<td>50,000&#043;<\/td>\n<td>100,000&#043;<\/td>\n<td>40%<\/td>\n<\/tr>\n<tr>\n<td>2027<\/td>\n<td>50,000&#043;<\/td>\n<td>500,000&#043;<\/td>\n<td>500,000&#043;<\/td>\n<td>70%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5782\u76f4\u884c\u4e1a\u6e17\u900f&#xff1a;<\/p>\n<li>\u91d1\u878d\u79d1\u6280&#xff1a;\u98ce\u9669\u5206\u6790\u3001\u5408\u89c4\u68c0\u67e5\u3001\u667a\u80fd\u6295\u987e<\/li>\n<li>\u533b\u7597\u5065\u5eb7&#xff1a;\u75c5\u5386\u5206\u6790\u3001\u836f\u7269\u7814\u7a76\u3001\u8bca\u65ad\u8f85\u52a9<\/li>\n<li>\u6559\u80b2\u79d1\u6280&#xff1a;\u4e2a\u6027\u5316\u5b66\u4e60\u3001\u667a\u80fd\u8f85\u5bfc\u3001\u5185\u5bb9\u751f\u6210<\/li>\n<li>\u667a\u80fd\u5236\u9020&#xff1a;\u8d28\u91cf\u63a7\u5236\u3001\u9884\u6d4b\u7ef4\u62a4\u3001\u5de5\u827a\u4f18\u5316<\/li>\n<li>\u96f6\u552e\u7535\u5546&#xff1a;\u667a\u80fd\u5ba2\u670d\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u4f9b\u5e94\u94fe\u4f18\u5316<\/li>\n<h4>7.3 \u65b0\u8303\u5f0f&#xff1a;AI\u539f\u751f\u5e94\u7528<\/h4>\n<p>\u4ece\u201cAI\u589e\u5f3a\u201d\u5230\u201cAI\u539f\u751f\u201d\u7684\u8f6c\u53d8&#xff1a;<\/p>\n<p><span class=\"token comment\"># AI\u589e\u5f3a\u5e94\u7528&#xff08;\u5f53\u524d&#xff09;<\/span><br \/>\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">AIEnhancedApp<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u5728\u4f20\u7edf\u5e94\u7528\u4e2d\u6dfb\u52a0AI\u529f\u80fd&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>core_logic <span class=\"token operator\">&#061;<\/span> TraditionalBusinessLogic<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ai_tools <span class=\"token operator\">&#061;<\/span> AIToolkit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u9644\u52a0\u529f\u80fd<\/span><\/p>\n<p><span class=\"token comment\"># AI\u539f\u751f\u5e94\u7528&#xff08;\u672a\u6765&#xff09;  <\/span><br \/>\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">AINativeApp<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u4ee5AI\u4e3a\u6838\u5fc3\u91cd\u65b0\u8bbe\u8ba1\u5e94\u7528\u67b6\u6784&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>mcp_orchestrator <span class=\"token operator\">&#061;<\/span> MCPOrchestrator<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>task_planner <span class=\"token operator\">&#061;<\/span> AITaskPlanner<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>execution_engine <span class=\"token operator\">&#061;<\/span> DistributedExecutionEngine<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">async<\/span> <span class=\"token keyword\">def<\/span> <span class=\"token function\">handle_request<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> user_request<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token comment\"># 1. AI\u7406\u89e3\u7528\u6237\u610f\u56fe<\/span><br \/>\n        intent <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>task_planner<span class=\"token punctuation\">.<\/span>analyze<span class=\"token punctuation\">(<\/span>user_request<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># 2. \u52a8\u6001\u53d1\u73b0\u548c\u7ec4\u5408MCP\u5de5\u5177<\/span><br \/>\n        tool_chain <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>mcp_orchestrator<span class=\"token punctuation\">.<\/span>discover_tools<span class=\"token punctuation\">(<\/span>intent<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># 3. \u5206\u5e03\u5f0f\u6267\u884c\u548c\u7ed3\u679c\u6574\u5408<\/span><br \/>\n        result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">await<\/span> self<span class=\"token punctuation\">.<\/span>execution_engine<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span>tool_chain<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> result<\/p>\n<h3>\u7ed3\u8bed&#xff1a;\u62e5\u62b1AI\u4ea4\u4e92\u7684\u65b0\u8303\u5f0f<\/h3>\n<p>\u4eceFunction Calling\u5230MCP\u7684\u6f14\u8fdb&#xff0c;\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u7684\u5347\u7ea7&#xff0c;\u66f4\u662fAI\u4e0e\u4eba\u7c7b\u534f\u4f5c\u8303\u5f0f\u7684\u6839\u672c\u8f6c\u53d8\u3002\u8fd9\u573a\u53d8\u9769\u7684\u6838\u5fc3\u4ef7\u503c\u4f53\u73b0\u5728\u4e09\u4e2a\u5c42\u9762&#xff1a;<\/p>\n<p>\u5bf9\u5f00\u53d1\u8005&#xff1a;\u4ece\u91cd\u590d\u7684\u96c6\u6210\u5de5\u4f5c\u4e2d\u89e3\u653e&#xff0c;\u4e13\u6ce8\u4e8e\u521b\u9020\u4ef7\u503c<br \/>\n\u5bf9\u4f01\u4e1a&#xff1a;\u964d\u4f4eAI\u5e94\u7528\u95e8\u69db&#xff0c;\u52a0\u901f\u6570\u5b57\u5316\u8f6c\u578b<br \/>\n\u5bf9\u7528\u6237&#xff1a;\u83b7\u5f97\u66f4\u667a\u80fd\u3001\u66f4\u81ea\u7136\u3001\u66f4\u9ad8\u6548\u7684\u4ea4\u4e92\u4f53\u9a8c<\/p>\n<p>\u5173\u952e\u542f\u793a&#xff1a;<\/p>\n<li>\u6807\u51c6\u5316\u662f\u751f\u6001\u7e41\u8363\u7684\u57fa\u7840&#xff1a;MCP\u5982\u540cAI\u4e16\u754c\u7684TCP\/IP\u534f\u8bae&#xff0c;\u4e3a\u521b\u65b0\u63d0\u4f9b\u901a\u7528\u57fa\u7840\u8bbe\u65bd<\/li>\n<li>\u5b89\u5168\u4e0e\u5f00\u653e\u53ef\u4ee5\u517c\u5f97&#xff1a;\u901a\u8fc7\u534f\u8bae\u8bbe\u8ba1\u5b9e\u73b0\u5b89\u5168\u8fb9\u754c&#xff0c;\u540c\u65f6\u4fdd\u6301\u751f\u6001\u5f00\u653e<\/li>\n<li>\u5de5\u5177\u667a\u80fd\u5316\u662f\u5fc5\u7136\u8d8b\u52bf&#xff1a;\u672a\u6765\u7684\u5de5\u5177\u4e0d\u4ec5\u88ab\u52a8\u54cd\u5e94&#xff0c;\u8fd8\u80fd\u4e3b\u52a8\u5efa\u8bae\u548c\u534f\u4f5c<\/li>\n<p>\u884c\u52a8\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u8bc4\u4f30\u73b0\u72b6&#xff1a;\u5206\u6790\u73b0\u6709Function Calling\u5de5\u5177\u7684\u6280\u672f\u503a\u52a1\u548c\u8fc1\u79fb\u4ef7\u503c<\/li>\n<li>\u5c0f\u6b65\u5feb\u8dd1&#xff1a;\u4ece\u4f4e\u98ce\u9669\u573a\u666f\u5f00\u59cb\u8bd5\u70b9&#xff0c;\u79ef\u7d2fMCP\u5b9e\u8df5\u7ecf\u9a8c<\/li>\n<li>\u751f\u6001\u601d\u7ef4&#xff1a;\u4e0d\u4ec5\u4f7f\u7528MCP&#xff0c;\u66f4\u8003\u8651\u8d21\u732e\u548c\u5171\u5efa\u751f\u6001<\/li>\n<li>\u6301\u7eed\u5b66\u4e60&#xff1a;\u5173\u6ce8MCP\u534f\u8bae\u6f14\u8fdb\u548c\u6700\u4f73\u5b9e\u8df5\u66f4\u65b0<\/li>\n<\/ul>\n<p>\u968f\u7740MCP\u751f\u6001\u7684\u6210\u719f&#xff0c;\u6211\u4eec\u6b63\u7ad9\u5728AI\u5e94\u7528\u7206\u53d1\u7684\u524d\u591c\u3002\u90a3\u4e9b\u7387\u5148\u62e5\u62b1\u8fd9\u4e00\u65b0\u8303\u5f0f\u7684\u7ec4\u7ec7&#xff0c;\u5c06\u5728\u672a\u6765\u7684\u667a\u80fd\u7ade\u4e89\u4e2d\u5360\u636e\u5148\u673a\u3002\u8bb0\u4f4f&#xff0c;\u6280\u672f\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u5176\u590d\u6742\u6027&#xff0c;\u800c\u5728\u4e8e\u5b83\u5982\u4f55\u8ba9\u590d\u6742\u7684\u4e8b\u60c5\u53d8\u7b80\u5355\u2014\u2014\u8fd9\u6b63\u662f\u4eceFunction Calling\u5230MCP\u8fdb\u5316\u7684\u6838\u5fc3\u610f\u4e49\u3002<\/p>\n<hr \/>\n<p>\u53c2\u8003\u6587\u732e&#xff1a;<\/p>\n<li>\u963f\u91cc\u4e91\u6587\u6863&#xff1a;Function Calling\u5de5\u4f5c\u539f\u7406\u4e0e\u5b9e\u73b0<\/li>\n<li>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e2d\u7684\u5de5\u5177\u8c03\u7528(Function Calling)\u6280\u672f\u8be6\u89e3<\/li>\n<li>\u5927\u6a21\u578b\u51fd\u6570\u8c03\u7528\u6559\u7a0b&#xff1a;\u4ece\u5165\u95e8\u5230\u7cbe\u901a<\/li>\n<li>OpenAI Function Calling\u5b9e\u6218\u6307\u5357<\/li>\n<li>AI\u6a21\u578bFunction Call\u673a\u5236\u89e3\u6790<\/li>\n<li>Function Calling&#xff1a;\u8ba9\u5927\u6a21\u578b&#034;\u4f1a\u8c03\u7528\u5de5\u5177\u3001\u80fd\u771f\u6b63\u505a\u4e8b&#034;<\/li>\n<li>MCP(Model Context Protocol)\u4ecb\u7ecd\u4e0e\u6838\u5fc3\u6982\u5ff5<\/li>\n<li>Model Context Protocol\u6280\u672f\u8be6\u89e3\u6587\u6863<\/li>\n<li>MCP\u8be6\u89e3\u548c\u5f00\u53d1\u6559\u7a0b<\/li>\n<li>\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\u6839\u672c\u539f\u7406\u4e0e\u5de5\u4f5c\u673a\u5236<\/li>\n<li>MCP&#xff1a;\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u4e92\u8054\u4e92\u901a\u65b0\u6807\u51c6<\/li>\n<li>\u6df1\u5165\u89e3\u6790Model Context Protocol&#xff1a;\u4ece\u539f\u7406\u5230\u5b9e\u8df5<\/li>\n<li>Model Context Protocol\u5b8c\u6574\u5b9e\u65bd\u6307\u5357<\/li>\n<li>MCP\u7684\u8be6\u7ec6\u4ecb\u7ecd\u4e0eFLASK\u793a\u4f8b\u4f7f\u7528<\/li>\n<hr \/>\n<p>\u7248\u6743\u58f0\u660e&#xff1a;\u672c\u6587\u91c7\u7528CC BY-NC-SA 4.0\u534f\u8bae&#xff0c;\u6b22\u8fce\u8f6c\u8f7d\u5206\u4eab&#xff0c;\u4f46\u8bf7\u6ce8\u660e\u51fa\u5904\u5e76\u4fdd\u6301\u5185\u5bb9\u5b8c\u6574\u3002\u6587\u4e2d\u6d89\u53ca\u7684\u6280\u672f\u5b9e\u73b0\u4ec5\u4f9b\u53c2\u8003&#xff0c;\u5b9e\u9645\u5e94\u7528\u8bf7\u7ed3\u5408\u5177\u4f53\u4e1a\u52a1\u573a\u666f\u8bc4\u4f30\u3002<\/p>\n<p>\u4f5c\u8005\u7b80\u4ecb&#xff1a;AI\u67b6\u6784\u5e08&#xff0c;\u4e13\u6ce8\u4e8e\u5927\u6a21\u578b\u5e94\u7528\u4e0e\u4f01\u4e1a\u7ea7AI\u7cfb\u7edf\u8bbe\u8ba1&#xff0c;\u5728\u591a\u4e2a\u884c\u4e1a\u6709\u4e30\u5bcc\u7684AI\u843d\u5730\u5b9e\u8df5\u7ecf\u9a8c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981&#xff1a;\u672c\u6587\u6df1\u5165\u63a2\u8ba8\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u6280\u672f\u6f14\u8fdb\u8def\u5f84&#xff0c;\u4ece\u65e9\u671f\u7684Function Calling\u673a\u5236\u5230\u65b0\u5174\u7684Model Context Protocol&#xff08;MCP&#xff09;\u6807\u51c6\u3002\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u4e24\u79cd\u6280\u672f\u7684\u539f\u7406\u3001\u67b6\u6784\u548c\u5e94\u7528\u573a\u666f&#xff0c;\u63ed\u793a\u4e86AI\u4ece\u201c\u8bed\u8a00\u7406\u89e3\u201d\u8d70\u5411\u201c\u884c\u52a8\u6267\u884c\u201d\u7684\u8fdb\u5316\u903b\u8f91\u3002\u6587\u7ae0\u7ed3\u5408\u4f01\u4e1a\u7ea7\u5b9e\u8df5\u6848\u4f8b&#xff0c;\u63d0\u4f9b\u4ece\u6280\u672f\u9009\u578b\u5230\u5b9e\u65bd\u843d\u5730\u7684\u5b8c\u6574\u6307\u5357&#xff0c;\u5e76\u5c55\u671b\u4e86AI\u751f<\/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":[8910,8908,8909,8911,73],"topic":[],"class_list":["post-79711","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-functioncalling","tag-8909","tag-8911","tag-mcp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d - \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\/79711.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6458\u8981&#xff1a;\u672c\u6587\u6df1\u5165\u63a2\u8ba8\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u6280\u672f\u6f14\u8fdb\u8def\u5f84&#xff0c;\u4ece\u65e9\u671f\u7684Function Calling\u673a\u5236\u5230\u65b0\u5174\u7684Model Context Protocol&#xff08;MCP&#xff09;\u6807\u51c6\u3002\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u4e24\u79cd\u6280\u672f\u7684\u539f\u7406\u3001\u67b6\u6784\u548c\u5e94\u7528\u573a\u666f&#xff0c;\u63ed\u793a\u4e86AI\u4ece\u201c\u8bed\u8a00\u7406\u89e3\u201d\u8d70\u5411\u201c\u884c\u52a8\u6267\u884c\u201d\u7684\u8fdb\u5316\u903b\u8f91\u3002\u6587\u7ae0\u7ed3\u5408\u4f01\u4e1a\u7ea7\u5b9e\u8df5\u6848\u4f8b&#xff0c;\u63d0\u4f9b\u4ece\u6280\u672f\u9009\u578b\u5230\u5b9e\u65bd\u843d\u5730\u7684\u5b8c\u6574\u6307\u5357&#xff0c;\u5e76\u5c55\u671b\u4e86AI\u751f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/79711.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-02T13:33:37+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=\"21 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/79711.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/79711.html\",\"name\":\"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-03-02T13:33:37+00:00\",\"dateModified\":\"2026-03-02T13:33:37+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/79711.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/79711.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/79711.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d\"}]},{\"@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":"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d - \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\/79711.html","og_locale":"zh_CN","og_type":"article","og_title":"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6458\u8981&#xff1a;\u672c\u6587\u6df1\u5165\u63a2\u8ba8\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u4e0e\u5916\u90e8\u4e16\u754c\u4ea4\u4e92\u7684\u6280\u672f\u6f14\u8fdb\u8def\u5f84&#xff0c;\u4ece\u65e9\u671f\u7684Function Calling\u673a\u5236\u5230\u65b0\u5174\u7684Model Context Protocol&#xff08;MCP&#xff09;\u6807\u51c6\u3002\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u4e24\u79cd\u6280\u672f\u7684\u539f\u7406\u3001\u67b6\u6784\u548c\u5e94\u7528\u573a\u666f&#xff0c;\u63ed\u793a\u4e86AI\u4ece\u201c\u8bed\u8a00\u7406\u89e3\u201d\u8d70\u5411\u201c\u884c\u52a8\u6267\u884c\u201d\u7684\u8fdb\u5316\u903b\u8f91\u3002\u6587\u7ae0\u7ed3\u5408\u4f01\u4e1a\u7ea7\u5b9e\u8df5\u6848\u4f8b&#xff0c;\u63d0\u4f9b\u4ece\u6280\u672f\u9009\u578b\u5230\u5b9e\u65bd\u843d\u5730\u7684\u5b8c\u6574\u6307\u5357&#xff0c;\u5e76\u5c55\u671b\u4e86AI\u751f","og_url":"https:\/\/www.wsisp.com\/helps\/79711.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-03-02T13:33:37+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"21 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/79711.html","url":"https:\/\/www.wsisp.com\/helps\/79711.html","name":"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-03-02T13:33:37+00:00","dateModified":"2026-03-02T13:33:37+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/79711.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/79711.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/79711.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"AI\u8fdb\u5316\u8bba\uff1a\u4eceFunction Calling\u5230MCP\u2014\u2014\u5927\u6a21\u578b\u5982\u4f55\u4ece\u201c\u80fd\u8bf4\u201d\u5230\u201c\u80fd\u505a\u201d\u7684\u8303\u5f0f\u9769\u547d"}]},{"@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\/79711","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=79711"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/79711\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=79711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=79711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=79711"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=79711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}