{"id":2560,"date":"2025-09-04T16:40:00","date_gmt":"2025-09-04T08:40:00","guid":{"rendered":"https:\/\/sanlangcode.com\/?p=2560"},"modified":"2025-09-04T16:40:00","modified_gmt":"2025-09-04T08:40:00","slug":"mcp-server-chart%e6%b7%b1%e5%85%a5%e6%b5%85%e5%87%ba%ef%bc%9a%e5%af%b9%e8%af%9d%e7%9b%91%e6%8e%a7%e5%8f%8d%e9%a6%88%e7%9a%84%e8%89%ba%e6%9c%af%ef%bc%9a%e5%bd%93ai%e9%81%87%e5%88%b0%e5%9b%be%e8%a1%a8","status":"publish","type":"post","link":"https:\/\/sanlangcode.com\/index.php\/2025\/09\/04\/mcp-server-chart%e6%b7%b1%e5%85%a5%e6%b5%85%e5%87%ba%ef%bc%9a%e5%af%b9%e8%af%9d%e7%9b%91%e6%8e%a7%e5%8f%8d%e9%a6%88%e7%9a%84%e8%89%ba%e6%9c%af%ef%bc%9a%e5%bd%93ai%e9%81%87%e5%88%b0%e5%9b%be%e8%a1%a8\/","title":{"rendered":"mcp-server-chart\u6df1\u5165\u6d45\u51fa\uff1a\u5bf9\u8bdd\u76d1\u63a7\u53cd\u9988\u7684\u827a\u672f\uff1a\u5f53AI\u9047\u5230\u56fe\u8868\u751f\u6210\u5668"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\u76d1\u63a7\u6a21\u578b\u8f93\u51fa\u7684\u827a\u672f\uff1a\u5f53AI\u9047\u5230\u56fe\u8868\u751f\u6210\u5668 \ud83c\udfa8<\/h1>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;\u5982\u679cAI\u662f\u4e00\u53f0\u7cbe\u5bc6\u7684\u673a\u5668\uff0c\u90a3\u4e48MCP Server Chart\u5c31\u662f\u90a3\u4e2a\u4e25\u683c\u7684\u8d28\u68c0\u5458\uff0c\u786e\u4fdd\u6bcf\u4e2a\u96f6\u4ef6\u90fd\u5b8c\u7f8e\u65e0\u7f3a\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f15\u8a00\uff1a\u5f53AI\u5f00\u59cb&#8221;\u753b\u56fe&#8221;\u65f6\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\u8fd9\u6837\u7684\u573a\u666f\uff1a\u4f60\u6b63\u5728\u548cClaude\u804a\u5929\uff0c\u7a81\u7136\u8bf4\uff1a&#8221;\u5e2e\u6211\u753b\u4e2a\u6298\u7ebf\u56fe\uff0c\u663e\u793a\u82f9\u679c\u516c\u53f8\u4ece2000\u5e74\u52302016\u5e74\u7684\u9500\u552e\u8d8b\u52bf\u3002&#8221;\u7136\u540e\uff0c\u795e\u5947\u7684\u4e8b\u60c5\u53d1\u751f\u4e86\u2014\u2014\u51e0\u79d2\u949f\u540e\uff0c\u4e00\u5f20\u7cbe\u7f8e\u7684\u56fe\u8868\u51fa\u73b0\u5728\u4f60\u9762\u524d\u3002<\/p>\n\n\n\n<p>\u4f46\u662f\uff0c\u8fd9\u80cc\u540e\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\uff1fAI\u662f\u5982\u4f55\u4ece&#8221;\u753b\u4e2a\u56fe&#8221;\u8fd9\u6837\u7684\u81ea\u7136\u8bed\u8a00\uff0c\u53d8\u6210\u4e00\u5f20\u771f\u5b9e\u7684\u56fe\u8868\u7684\uff1f\u4eca\u5929\uff0c\u6211\u4eec\u5c31\u6765\u63ed\u5f00\u8fd9\u4e2a\u795e\u79d8\u7684\u9762\u7eb1\uff0c\u770b\u770bMCP Server Chart\u662f\u5982\u4f55\u626e\u6f14&#8221;AI\u8d28\u68c0\u5458&#8221;\u7684\u89d2\u8272\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u8ba9\u6211\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u5927\u6a21\u578b\u548cMCP Server Chart\u4e4b\u95f4\u7684\u5bf9\u8bdd\u903b\u8f91\u548c\u901a\u4fe1\u673a\u5236\u3002<\/p>\n\n\n\n<p>Search files\u2026<br>Read file: \/Volumes\/miao\/\u4e0b\u8f7d\/mcp-server-chart-main\/src\/services\/stdio.ts<br>Read file: \/Volumes\/miao\/\u4e0b\u8f7d\/mcp-server-chart-main\/src\/server.ts<br>\u57fa\u4e8e\u5bf9\u4ee3\u7801\u7684\u5206\u6790\uff0c\u8ba9\u6211\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u5927\u6a21\u578b\u548cMCP Server Chart\u4e4b\u95f4\u7684\u5bf9\u8bdd\u903b\u8f91\u548c\u901a\u4fe1\u673a\u5236\uff1a<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udd16 \u5927\u6a21\u578b\u4e0eMCP Server Chart\u7684\u5bf9\u8bdd\u673a\u5236<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>\u5efa\u7acb\u8fde\u63a5\u7684\u65b9\u5f0f<\/strong><\/h3>\n\n\n\n<p>MCP Server Chart\u652f\u6301\u4e09\u79cd\u8fde\u63a5\u65b9\u5f0f\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>A. stdio \u8fde\u63a5\uff08\u6700\u5e38\u7528\uff09<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u901a\u8fc7\u6807\u51c6\u8f93\u5165\u8f93\u51fa\u5efa\u7acb\u8fde\u63a5\nconst transport = new StdioServerTransport();\nawait server.connect(transport);<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7528\u9014<\/strong>\uff1a\u4e0eClaude Desktop\u3001VSCode\u3001Cursor\u7b49\u5ba2\u6237\u7aef\u96c6\u6210<\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a\u901a\u8fc7\u8fdb\u7a0b\u7684\u6807\u51c6\u8f93\u5165\u8f93\u51fa\u6d41\u8fdb\u884cJSON-RPC\u901a\u4fe1<\/li>\n\n\n\n<li><strong>\u914d\u7f6e<\/strong>\uff1a\u5728\u5ba2\u6237\u7aef\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9aMCP\u670d\u52a1\u5668\u8def\u5f84<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>B. SSE \u8fde\u63a5\uff08Server-Sent Events\uff09<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u901a\u8fc7HTTP SSE\u5efa\u7acb\u8fde\u63a5\napp.get('\/sse', async (req, res) =&gt; {\n  const transport = new SSEServerTransport('\/messages', res);\n  await server.connect(transport);\n});<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7528\u9014<\/strong>\uff1a\u901a\u8fc7HTTP\u63d0\u4f9b\u5b9e\u65f6\u901a\u4fe1<\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a\u5355\u5411\u6d41\u5f0f\u4f20\u8f93\uff0c\u9002\u5408\u5b9e\u65f6\u6570\u636e\u63a8\u9001<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>C. Streamable HTTP \u8fde\u63a5<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u901a\u8fc7HTTP\u6d41\u5f0f\u4f20\u8f93\u5efa\u7acb\u8fde\u63a5\napp.post('\/mcp', async (req, res) =&gt; {\n  const transport = new StreamableHTTPServerTransport();\n  await server.connect(transport);\n});<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7528\u9014<\/strong>\uff1a\u652f\u6301\u53cc\u5411\u6d41\u5f0f\u901a\u4fe1<\/li>\n\n\n\n<li><strong>\u7279\u70b9<\/strong>\uff1a\u66f4\u7075\u6d3b\u7684HTTP\u901a\u4fe1\u65b9\u5f0f<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>\u5bf9\u8bdd\u7684\u903b\u8f91\u6d41\u7a0b<\/strong><\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\u8f93\u5165 \u2192 \u5927\u6a21\u578b\u7406\u89e3 \u2192 \u5de5\u5177\u8c03\u7528 \u2192 MCP\u670d\u52a1\u5668 \u2192 \u53c2\u6570\u9a8c\u8bc1 \u2192 \u56fe\u8868\u751f\u6210 \u2192 \u7ed3\u679c\u8fd4\u56de<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9aa41\uff1a\u5de5\u5177\u53d1\u73b0<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u5927\u6a21\u578b\u9996\u5148\u8be2\u95ee\uff1a\u6709\u54ea\u4e9b\u5de5\u5177\u53ef\u7528\uff1f\nserver.setRequestHandler(ListToolsRequestSchema, async () =&gt; ({\n  tools: getEnabledTools().map((chart) =&gt; chart.tool),\n}));\n\n\/\/ \u8fd4\u56de\u6240\u6709\u53ef\u7528\u7684\u56fe\u8868\u5de5\u5177\n{\n  \"tools\": &#91;\n    {\n      \"name\": \"generate_line_chart\",\n      \"description\": \"Generate a line chart to show trends over time...\",\n      \"inputSchema\": { \/* JSON Schema *\/ }\n    },\n    \/\/ ... \u5176\u4ed6\u5de5\u5177\n  ]\n}<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u6b65\u9aa42\uff1a\u5de5\u5177\u8c03\u7528<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u5927\u6a21\u578b\u51b3\u5b9a\u8c03\u7528\u5de5\u5177\nserver.setRequestHandler(CallToolRequestSchema, async (request) =&gt; {\n  return await callTool(request.params.name, request.params.arguments);\n});\n\n\/\/ \u5927\u6a21\u578b\u53d1\u9001\u7684\u8bf7\u6c42\u683c\u5f0f\n{\n  \"jsonrpc\": \"2.0\",\n  \"id\": 1,\n  \"method\": \"tools\/call\",\n  \"params\": {\n    \"name\": \"generate_line_chart\",\n    \"arguments\": {\n      \"data\": &#91;\n        {\"time\": \"2020\", \"value\": 100},\n        {\"time\": \"2021\", \"value\": 150}\n      ],\n      \"title\": \"\u9500\u552e\u8d8b\u52bf\"\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>\u6d88\u606f\u63a5\u6536\u548c\u5904\u7406<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>A. JSON-RPC \u534f\u8bae<\/strong><\/h4>\n\n\n\n<p>\u6240\u6709\u901a\u4fe1\u90fd\u57fa\u4e8eJSON-RPC 2.0\u534f\u8bae\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8bf7\u6c42\u683c\u5f0f\n{\n  \"jsonrpc\": \"2.0\",\n  \"id\": 1,\n  \"method\": \"tools\/call\",\n  \"params\": { \/* \u53c2\u6570 *\/ }\n}\n\n\/\/ \u54cd\u5e94\u683c\u5f0f\n{\n  \"jsonrpc\": \"2.0\",\n  \"id\": 1,\n  \"result\": {\n    \"content\": &#91;\n      {\n        \"type\": \"text\",\n        \"text\": \"https:\/\/chart-url.com\/generated-chart.png\"\n      }\n    ]\n  }\n}<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>B. \u53c2\u6570\u9a8c\u8bc1\u548c\u5904\u7406<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>export async function callTool(tool: string, args: object = {}) {\n  \/\/ 1. \u5de5\u5177\u540d\u9a8c\u8bc1\n  const chartType = CHART_TYPE_MAP&#91;tool];\n\n  \/\/ 2. \u53c2\u6570\u9a8c\u8bc1\n  const schema = Charts&#91;chartType].schema;\n  const result = z.object(schema).safeParse(args);\n\n  \/\/ 3. \u751f\u6210\u56fe\u8868\n  const url = await generateChartUrl(chartType, args);\n\n  \/\/ 4. \u8fd4\u56de\u7ed3\u679c\n  return {\n    content: &#91;{ type: \"text\", text: url }]\n  };\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>\u5b8c\u6574\u7684\u5bf9\u8bdd\u793a\u4f8b<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u7528\u6237\u8f93\u5165<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\uff1a\u5e2e\u6211\u753b\u4e2a\u6298\u7ebf\u56fe\uff0c\u663e\u793a2020-2023\u5e74\u7684\u9500\u552e\u6570\u636e<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u5927\u6a21\u578b\u5904\u7406<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ 1. \u5927\u6a21\u578b\u7406\u89e3\u9700\u6c42\uff0c\u51b3\u5b9a\u8c03\u7528\u5de5\u5177\n{\n  \"method\": \"tools\/call\",\n  \"params\": {\n    \"name\": \"generate_line_chart\",\n    \"arguments\": {\n      \"data\": &#91;\n        {\"time\": \"2020\", \"value\": 1000},\n        {\"time\": \"2021\", \"value\": 1200},\n        {\"time\": \"2022\", \"value\": 1500},\n        {\"time\": \"2023\", \"value\": 1800}\n      ],\n      \"title\": \"2020-2023\u5e74\u9500\u552e\u8d8b\u52bf\",\n      \"axisXTitle\": \"\u5e74\u4efd\",\n      \"axisYTitle\": \"\u9500\u552e\u989d\"\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>MCP\u670d\u52a1\u5668\u54cd\u5e94<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ 2. MCP\u670d\u52a1\u5668\u9a8c\u8bc1\u53c2\u6570\u5e76\u751f\u6210\u56fe\u8868\n{\n  \"jsonrpc\": \"2.0\",\n  \"id\": 1,\n  \"result\": {\n    \"content\": &#91;\n      {\n        \"type\": \"text\",\n        \"text\": \"https:\/\/antv-studio.alipay.com\/api\/gpt-vis\/result\/abc123.png\"\n      }\n    ]\n  }\n}<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u5927\u6a21\u578b\u56de\u590d\u7528\u6237<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5927\u6a21\u578b\uff1a\u6211\u5df2\u7ecf\u4e3a\u60a8\u751f\u6210\u4e862020-2023\u5e74\u7684\u9500\u552e\u8d8b\u52bf\u6298\u7ebf\u56fe\u3002\u56fe\u8868\u663e\u793a\u9500\u552e\u989d\u4ece2020\u5e74\u76841000\u4e07\u589e\u957f\u52302023\u5e74\u76841800\u4e07\uff0c\u5448\u73b0\u7a33\u5b9a\u4e0a\u5347\u8d8b\u52bf\u3002\n\n&#91;\u663e\u793a\u56fe\u8868]<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>\u5173\u952e\u7279\u70b9<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6807\u51c6\u5316\u534f\u8bae<\/strong>\uff1a\u57fa\u4e8eJSON-RPC 2.0\uff0c\u786e\u4fdd\u517c\u5bb9\u6027<\/li>\n\n\n\n<li><strong>\u7c7b\u578b\u5b89\u5168<\/strong>\uff1a\u4e25\u683c\u7684\u53c2\u6570\u9a8c\u8bc1\u548c\u9519\u8bef\u5904\u7406<\/li>\n\n\n\n<li><strong>\u5f02\u6b65\u5904\u7406<\/strong>\uff1a\u652f\u6301\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u56fe\u8868\u751f\u6210\u4efb\u52a1<\/li>\n\n\n\n<li><strong>\u9519\u8bef\u6062\u590d<\/strong>\uff1a\u8be6\u7ec6\u7684\u9519\u8bef\u4fe1\u606f\u5e2e\u52a9\u5927\u6a21\u578b\u4fee\u6b63\u53c2\u6570<\/li>\n\n\n\n<li><strong>\u591a\u4f20\u8f93\u65b9\u5f0f<\/strong>\uff1a\u652f\u6301stdio\u3001SSE\u3001HTTP\u7b49\u591a\u79cd\u8fde\u63a5\u65b9\u5f0f<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u5927\u6a21\u578b\u80fd\u591f\u65e0\u7f1d\u5730\u4e0e\u56fe\u8868\u751f\u6210\u670d\u52a1\u8fdb\u884c\u4ea4\u4e92\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u636e\u53ef\u89c6\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e00\u7ae0\uff1aAI\u7684&#8221;\u5185\u5fc3\u72ec\u767d&#8221; &#8211; \u6a21\u578b\u8f93\u51fa\u89e3\u6790<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53AI\u51b3\u5b9a\u753b\u56fe\u65f6<\/h3>\n\n\n\n<p>\u5f53AI\u542c\u5230&#8221;\u753b\u4e2a\u6298\u7ebf\u56fe&#8221;\u65f6\uff0c\u5b83\u7684\u5185\u5fc3\u5927\u6982\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>AI\u5927\u8111\uff1a\u7528\u6237\u8981\u753b\u56fe...\u6298\u7ebf\u56fe...\u9700\u8981\u6570\u636e...\u82f9\u679c\u516c\u53f8...2000-2016\u5e74...\n\u8ba9\u6211\u60f3\u60f3\uff0c\u6211\u9700\u8981\u8c03\u7528\u4ec0\u4e48\u5de5\u5177\uff1f\n\n*\u601d\u8003\u4e2d*\n\n\u554a\uff01\u6211\u9700\u8981\u8c03\u7528 generate_line_chart \u5de5\u5177\uff01\n\u53c2\u6570\u5e94\u8be5\u662f\u8fd9\u6837\u7684\uff1a\n{\n  \"data\": &#91;\n    {\"time\": \"2000\", \"value\": 1234},\n    {\"time\": \"2001\", \"value\": 1456},\n    ...\n  ],\n  \"title\": \"\u82f9\u679c\u516c\u53f8\u9500\u552e\u8d8b\u52bf\",\n  \"width\": 600,\n  \"height\": 400\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f46\u662f\uff0cAI\u7684\u8f93\u51fa\u771f\u7684\u8fd9\u4e48\u5b8c\u7f8e\u5417\uff1f<\/h3>\n\n\n\n<p><strong>\u73b0\u5b9e\u60c5\u51b5\u5f80\u5f80\u662f\u8fd9\u6837\u7684\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ AI\u7684\"\u7406\u60f3\"\u8f93\u51fa\n{\n  \"tool\": \"generate_line_chart\",\n  \"arguments\": {\n    \"data\": &#91;{\"time\": \"2000\", \"value\": 1234}],\n    \"title\": \"\u82f9\u679c\u9500\u552e\"\n  }\n}\n\n\/\/ \u4f46\u6709\u65f6\u5019AI\u4f1a\"\u72af\u7cca\u6d82\"\n{\n  \"tool\": \"generate_line_chart\", \n  \"arguments\": {\n    \"data\": \"\u8fd9\u91cc\u5e94\u8be5\u662f\u4e2a\u6570\u7ec4\uff0c\u4f46\u6211\u5199\u6210\u4e86\u5b57\u7b26\u4e32\", \/\/ \ud83d\ude05\n    \"title\": 123, \/\/ \u6807\u9898\u5e94\u8be5\u662f\u5b57\u7b26\u4e32\uff0c\u4e0d\u662f\u6570\u5b57\n    \"width\": \"600px\" \/\/ \u5bbd\u5ea6\u5e94\u8be5\u662f\u6570\u5b57\uff0c\u4e0d\u662f\u5b57\u7b26\u4e32\n  }\n}<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e8c\u7ae0\uff1aMCP Server Chart &#8211; \u4e25\u683c\u7684&#8221;\u8d28\u68c0\u5458&#8221;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b22\u8fce\u6765\u5230&#8221;\u8d28\u68c0\u8f66\u95f4&#8221;<\/h3>\n\n\n\n<p>MCP Server Chart\u5c31\u50cf\u4e00\u4e2a\u4e25\u683c\u7684\u8d28\u68c0\u5458\uff0c\u5b83\u7684\u5de5\u4f5c\u5c31\u662f\u786e\u4fddAI\u8f93\u51fa\u7684\u6bcf\u4e2a\u53c2\u6570\u90fd\u7b26\u5408\u6807\u51c6\u3002\u8ba9\u6211\u4eec\u770b\u770b\u5b83\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\u7684\u7b2c\u4e00\u9053\u5173\u5361\uff1a\u5de5\u5177\u540d\u68c0\u67e5\nexport async function callTool(tool: string, args: object = {}) {\n  const chartType = CHART_TYPE_MAP&#91;tool as keyof typeof CHART_TYPE_MAP];\n\n  if (!chartType) {\n    \/\/ \u8d28\u68c0\u5458\uff1a\u8fd9\u4e2a\u5de5\u5177\u540d\u6211\u4e0d\u8ba4\u8bc6\uff01\n    throw new McpError(ErrorCode.MethodNotFound, `Unknown tool: ${tool}.`);\n  }\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u8d28\u68c0\u5458\u7684&#8221;\u706b\u773c\u91d1\u775b&#8221; &#8211; Zod\u6a21\u5f0f\u9a8c\u8bc1<\/h3>\n\n\n\n<p>\u8d28\u68c0\u5458\u6709\u4e00\u53cc&#8221;\u706b\u773c\u91d1\u775b&#8221;\uff0c\u80fd\u591f\u77ac\u95f4\u8bc6\u522b\u51fa\u4efb\u4f55\u4e0d\u7b26\u5408\u89c4\u8303\u7684\u6570\u636e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u6298\u7ebf\u56fe\u7684\"\u8d28\u91cf\u6807\u51c6\"\nconst schema = {\n  data: z.array(z.object({\n    time: z.string(),    \/\/ \u65f6\u95f4\u5fc5\u987b\u662f\u5b57\u7b26\u4e32\n    value: z.number(),   \/\/ \u6570\u503c\u5fc5\u987b\u662f\u6570\u5b57\n  })).nonempty({ message: \"\u6570\u636e\u4e0d\u80fd\u4e3a\u7a7a\uff01\" }),\n\n  title: z.string().optional().default(\"\"), \/\/ \u6807\u9898\u662f\u53ef\u9009\u7684\uff0c\u9ed8\u8ba4\u7a7a\u5b57\u7b26\u4e32\n  width: z.number().optional().default(600), \/\/ \u5bbd\u5ea6\u9ed8\u8ba4600\n  height: z.number().optional().default(400), \/\/ \u9ad8\u5ea6\u9ed8\u8ba4400\n};\n\n\/\/ \u8d28\u68c0\u5458\u5f00\u59cb\u68c0\u67e5\nconst result = z.object(schema).safeParse(args);\nif (!result.success) {\n  \/\/ \u8d28\u68c0\u5458\uff1a\u4e0d\u5408\u683c\uff01\u9000\u56de\u91cd\u505a\uff01\n  throw new McpError(\n    ErrorCode.InvalidParams,\n    `Invalid parameters: ${result.error.message}`,\n  );\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u8d28\u68c0\u5458\u7684&#8221;\u7279\u6b8a\u6280\u80fd&#8221; &#8211; \u4e1a\u52a1\u903b\u8f91\u9a8c\u8bc1<\/h3>\n\n\n\n<p>\u9664\u4e86\u57fa\u672c\u7684\u7c7b\u578b\u68c0\u67e5\uff0c\u8d28\u68c0\u5458\u8fd8\u6709\u4e00\u4e9b&#8221;\u7279\u6b8a\u6280\u80fd&#8221;\uff0c\u80fd\u591f\u53d1\u73b0\u66f4\u6df1\u5c42\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u7f51\u7edc\u56fe\u7684\u7279\u6b8a\u68c0\u67e5\uff1a\u8282\u70b9\u548c\u8fb9\u7684\u903b\u8f91\u5173\u7cfb\nexport const validatedNodeEdgeDataSchema = (data: NodeEdgeDataType) =&gt; {\n  \/\/ \u68c0\u67e51\uff1a\u8282\u70b9\u540d\u79f0\u5fc5\u987b\u552f\u4e00\n  for (const node of data.nodes) {\n    if (uniqueNodeNames.has(node.name)) {\n      throw new ValidateError(\n        `\u8282\u70b9\u540d\u79f0 '${node.name}' \u91cd\u590d\u4e86\uff01\u6bcf\u4e2a\u8282\u70b9\u90fd\u8981\u6709\u72ec\u7279\u7684\u540d\u5b57\u3002`\n      );\n    }\n  }\n\n  \/\/ \u68c0\u67e52\uff1a\u8fb9\u7684\u6e90\u8282\u70b9\u548c\u76ee\u6807\u8282\u70b9\u5fc5\u987b\u5b58\u5728\n  for (const edge of data.edges) {\n    if (!nodeNames.has(edge.source)) {\n      throw new ValidateError(\n        `\u8fb9\u7684\u6e90\u8282\u70b9 '${edge.source}' \u4e0d\u5b58\u5728\uff01\u4f60\u662f\u5728\u753b\u7a7a\u6c14\u5417\uff1f`\n      );\n    }\n  }\n};<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e09\u7ae0\uff1aAI\u7684&#8221;\u5b66\u4e60\u8fc7\u7a0b&#8221; &#8211; \u9519\u8bef\u53cd\u9988\u673a\u5236<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53AI&#8221;\u72af\u9519&#8221;\u65f6<\/h3>\n\n\n\n<p>\u5047\u8bbeAI\u8f93\u51fa\u4e86\u8fd9\u6837\u7684\u6570\u636e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n  \"tool\": \"generate_network_graph\",\n  \"arguments\": {\n    \"data\": {\n      \"nodes\": &#91;\n        {\"name\": \"\u8282\u70b9A\"},\n        {\"name\": \"\u8282\u70b9A\"}, \/\/ \u91cd\u590d\u4e86\uff01\n        {\"name\": \"\u8282\u70b9B\"}\n      ],\n      \"edges\": &#91;\n        {\"source\": \"\u8282\u70b9A\", \"target\": \"\u8282\u70b9B\", \"name\": \"\u8fde\u63a51\"},\n        {\"source\": \"\u8282\u70b9C\", \"target\": \"\u8282\u70b9B\", \"name\": \"\u8fde\u63a52\"} \/\/ \u8282\u70b9C\u4e0d\u5b58\u5728\uff01\n      ]\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u8d28\u68c0\u5458\u7684&#8221;\u6559\u80b2&#8221;\u8fc7\u7a0b<\/h3>\n\n\n\n<p>\u8d28\u68c0\u5458\u4f1a\u7acb\u5373\u53d1\u73b0\u95ee\u9898\uff0c\u5e76\u7ed9\u51fa\u8be6\u7ec6\u7684&#8221;\u6559\u80b2&#8221;\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u7b49\u7b49\uff01\u6211\u53d1\u73b0\u4e86\u95ee\u9898\uff01\n\n\/\/ \u95ee\u98981\uff1a\u8282\u70b9\u540d\u79f0\u91cd\u590d\nthrow new ValidateError(\n  `Invalid parameters: node's name '\u8282\u70b9A' should be unique.`\n);\n\n\/\/ \u95ee\u98982\uff1a\u8fb9\u7684\u6e90\u8282\u70b9\u4e0d\u5b58\u5728\nthrow new ValidateError(\n  `Invalid parameters: edge's source '\u8282\u70b9C' should exist in nodes.`\n);<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u7684&#8221;\u53cd\u601d&#8221;\u8fc7\u7a0b<\/h3>\n\n\n\n<p>\u6536\u5230\u9519\u8bef\u4fe1\u606f\u540e\uff0cAI\u4f1a\u8fdb\u884c&#8221;\u53cd\u601d&#8221;\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>AI\u5927\u8111\uff1a\u54e6\uff0c\u6211\u72af\u9519\u4e86...\n1. \u8282\u70b9\u540d\u79f0\u4e0d\u80fd\u91cd\u590d\n2. \u8fb9\u7684\u6e90\u8282\u70b9\u5fc5\u987b\u5b58\u5728\u4e8e\u8282\u70b9\u5217\u8868\u4e2d\n\n\u8ba9\u6211\u91cd\u65b0\u7ec4\u7ec7\u6570\u636e\uff1a\n{\n  \"data\": {\n    \"nodes\": &#91;\n      {\"name\": \"\u8282\u70b9A\"},\n      {\"name\": \"\u8282\u70b9B\"}, \n      {\"name\": \"\u8282\u70b9C\"} \/\/ \u73b0\u5728\u8282\u70b9C\u5b58\u5728\u4e86\n    ],\n    \"edges\": &#91;\n      {\"source\": \"\u8282\u70b9A\", \"target\": \"\u8282\u70b9B\", \"name\": \"\u8fde\u63a51\"},\n      {\"source\": \"\u8282\u70b9C\", \"target\": \"\u8282\u70b9B\", \"name\": \"\u8fde\u63a52\"}\n    ]\n  }\n}<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u56db\u7ae0\uff1a\u8d28\u68c0\u5458\u7684&#8221;\u5de5\u5177\u7bb1&#8221; &#8211; \u591a\u79cd\u9a8c\u8bc1\u7b56\u7565<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u57fa\u7840\u7c7b\u578b\u68c0\u67e5 &#8211; &#8220;\u8fd9\u662f\u6570\u5b57\u8fd8\u662f\u5b57\u7b26\u4e32\uff1f&#8221;<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u8ba9\u6211\u68c0\u67e5\u4e00\u4e0b\u6570\u636e\u7c7b\u578b\nz.string()    \/\/ \u5fc5\u987b\u662f\u5b57\u7b26\u4e32\nz.number()    \/\/ \u5fc5\u987b\u662f\u6570\u5b57\nz.boolean()   \/\/ \u5fc5\u987b\u662f\u5e03\u5c14\u503c\nz.array()     \/\/ \u5fc5\u987b\u662f\u6570\u7ec4\nz.object()    \/\/ \u5fc5\u987b\u662f\u5bf9\u8c61<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u53ef\u9009\u53c2\u6570\u5904\u7406 &#8211; &#8220;\u8fd9\u4e2a\u53c2\u6570\u53ef\u4ee5\u6ca1\u6709\uff0c\u4f46\u5982\u679c\u6709\u5c31\u5fc5\u987b\u6b63\u786e&#8221;<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u8fd9\u4e9b\u53c2\u6570\u662f\u53ef\u9009\u7684\uff0c\u4f46\u6211\u4f1a\u7ed9\u5b83\u4eec\u8bbe\u7f6e\u5408\u7406\u7684\u9ed8\u8ba4\u503c\nwidth: z.number().optional().default(600),     \/\/ \u9ed8\u8ba4\u5bbd\u5ea6600\nheight: z.number().optional().default(400),    \/\/ \u9ed8\u8ba4\u9ad8\u5ea6400\ntheme: z.enum(&#91;\"default\", \"academy\", \"dark\"]).optional().default(\"default\"),<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u679a\u4e3e\u503c\u68c0\u67e5 &#8211; &#8220;\u53ea\u80fd\u9009\u62e9\u8fd9\u51e0\u4e2a\u9009\u9879&#8221;<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u4e3b\u9898\u53ea\u80fd\u9009\u62e9\u8fd9\u51e0\u4e2a\uff0c\u4e0d\u80fd\u81ea\u5df1\u521b\u9020\ntheme: z.enum(&#91;\"default\", \"academy\", \"dark\"])\n\n\/\/ \u7eb9\u7406\u4e5f\u53ea\u80fd\u9009\u62e9\u8fd9\u4e24\u4e2a\ntexture: z.enum(&#91;\"default\", \"rough\"])<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u81ea\u5b9a\u4e49\u9a8c\u8bc1 &#8211; &#8220;\u8fd9\u4e2a\u9700\u8981\u7279\u6b8a\u68c0\u67e5&#8221;<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u997c\u56fe\u7684\u5185\u534a\u5f84\u5fc5\u987b\u57280\u52301\u4e4b\u95f4\ninnerRadius: z.number()\n  .min(0, \"\u5185\u534a\u5f84\u4e0d\u80fd\u5c0f\u4e8e0\")\n  .max(1, \"\u5185\u534a\u5f84\u4e0d\u80fd\u5927\u4e8e1\")\n  .default(0)<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e94\u7ae0\uff1a\u8d28\u68c0\u5458\u7684&#8221;\u5de5\u4f5c\u6d41\u7a0b&#8221; &#8211; \u5b8c\u6574\u7684\u76d1\u63a7\u8fc7\u7a0b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa41\uff1a\u63a5\u6536AI\u7684&#8221;\u4f5c\u54c1&#8221;<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ AI\uff1a\u8fd9\u662f\u6211\u7684\u4f5c\u54c1\uff0c\u8bf7\u68c0\u67e5\u4e00\u4e0b\n{\n  \"tool\": \"generate_pie_chart\",\n  \"arguments\": {\n    \"data\": &#91;\n      {\"category\": \"\u82f9\u679c\", \"value\": 30},\n      {\"category\": \"\u9999\u8549\", \"value\": 25},\n      {\"category\": \"\u6a59\u5b50\", \"value\": 45}\n    ],\n    \"title\": \"\u6c34\u679c\u9500\u552e\u5360\u6bd4\"\n  }\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa42\uff1a\u5de5\u5177\u540d\u9a8c\u8bc1<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u8ba9\u6211\u770b\u770b\u8fd9\u662f\u4ec0\u4e48\u5de5\u5177\nconst chartType = CHART_TYPE_MAP&#91;\"generate_pie_chart\"]; \/\/ \"pie\"\n\/\/ \u8d28\u68c0\u5458\uff1a\u597d\u7684\uff0c\u8fd9\u662f\u997c\u56fe\u5de5\u5177\uff0c\u6211\u8ba4\u8bc6\u3002<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa43\uff1a\u53c2\u6570\u6a21\u5f0f\u9a8c\u8bc1<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u73b0\u5728\u8ba9\u6211\u68c0\u67e5\u53c2\u6570\u662f\u5426\u7b26\u5408\u997c\u56fe\u7684\u6807\u51c6\nconst schema = Charts.pie.schema;\nconst result = z.object(schema).safeParse(args);\n\n\/\/ \u8d28\u68c0\u5458\uff1a\u6570\u636e\u683c\u5f0f\u6b63\u786e\uff0c\u6807\u9898\u4e5f\u662f\u5b57\u7b26\u4e32\uff0c\u5f88\u597d\uff01<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa44\uff1a\u4e1a\u52a1\u903b\u8f91\u9a8c\u8bc1<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u8ba9\u6211\u68c0\u67e5\u4e00\u4e0b\u6570\u636e\u662f\u5426\u5408\u7406\n\/\/ \u6570\u636e\u4e0d\u4e3a\u7a7a \u2713\n\/\/ \u6bcf\u4e2a\u6570\u636e\u9879\u90fd\u6709category\u548cvalue \u2713\n\/\/ value\u90fd\u662f\u6570\u5b57 \u2713\n\/\/ \u8d28\u68c0\u5458\uff1a\u901a\u8fc7\uff01<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa45\uff1a\u53c2\u6570\u8865\u5168<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u8ba9\u6211\u8865\u5168\u4e00\u4e9b\u9ed8\u8ba4\u53c2\u6570\nconst finalArgs = {\n  ...args,\n  width: args.width || 600,      \/\/ \u9ed8\u8ba4\u5bbd\u5ea6\n  height: args.height || 400,    \/\/ \u9ed8\u8ba4\u9ad8\u5ea6\n  theme: args.theme || \"default\", \/\/ \u9ed8\u8ba4\u4e3b\u9898\n  innerRadius: args.innerRadius || 0 \/\/ \u9ed8\u8ba4\u5185\u534a\u5f84\n};<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa46\uff1a\u8c03\u7528\u5916\u90e8\u670d\u52a1<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u53c2\u6570\u90fd\u68c0\u67e5\u5b8c\u4e86\uff0c\u73b0\u5728\u8c03\u7528\u56fe\u8868\u751f\u6210\u670d\u52a1\nconst url = await generateChartUrl(\"pie\", finalArgs);\n\/\/ \u5916\u90e8\u670d\u52a1\uff1a\u6536\u5230\uff01\u6b63\u5728\u751f\u6210\u997c\u56fe...<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa47\uff1a\u8fd4\u56de\u7ed3\u679c<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u56fe\u8868\u751f\u6210\u5b8c\u6210\uff0c\u8fd4\u56de\u7ed9\u7528\u6237\nreturn {\n  content: &#91;\n    {\n      type: \"text\",\n      text: url, \/\/ \u56fe\u8868\u7684URL\n    },\n  ],\n};<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u516d\u7ae0\uff1a\u8d28\u68c0\u5458\u7684&#8221;\u7279\u6b8a\u6280\u80fd&#8221; &#8211; \u9519\u8bef\u5904\u7406\u827a\u672f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53AI&#8221;\u5b8c\u5168\u641e\u7838&#8221;\u65f6<\/h3>\n\n\n\n<p>\u6709\u65f6\u5019AI\u4f1a\u8f93\u51fa\u4e00\u4e9b&#8221;\u5947\u602a&#8221;\u7684\u4e1c\u897f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\n  \"tool\": \"generate_line_chart\",\n  \"arguments\": {\n    \"data\": \"\u8fd9\u4e0d\u662f\u6570\u7ec4\uff0c\u8fd9\u662f\u5b57\u7b26\u4e32\uff01\",\n    \"title\": 12345,\n    \"width\": \"\u5f88\u5bbd\",\n    \"height\": \"\u5f88\u9ad8\"\n  }\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u8d28\u68c0\u5458\u7684&#8221;\u6e29\u67d4&#8221;\u5904\u7406<\/h3>\n\n\n\n<p>\u8d28\u68c0\u5458\u4e0d\u4f1a\u76f4\u63a5&#8221;\u53d1\u706b&#8221;\uff0c\u800c\u662f\u4f1a\u7ed9\u51fa\u8be6\u7ec6\u7684\u9519\u8bef\u4fe1\u606f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u6211\u53d1\u73b0\u4e86\u51e0\u4e2a\u95ee\u9898\uff0c\u8ba9\u6211\u8be6\u7ec6\u8bf4\u660e\u4e00\u4e0b\nthrow new McpError(\n  ErrorCode.InvalidParams,\n  `Invalid parameters: \n  1. data\u5b57\u6bb5\u5e94\u8be5\u662f\u6570\u7ec4\uff0c\u4f46\u4f60\u63d0\u4f9b\u4e86\u5b57\u7b26\u4e32\n  2. title\u5b57\u6bb5\u5e94\u8be5\u662f\u5b57\u7b26\u4e32\uff0c\u4f46\u4f60\u63d0\u4f9b\u4e86\u6570\u5b57\n  3. width\u5b57\u6bb5\u5e94\u8be5\u662f\u6570\u5b57\uff0c\u4f46\u4f60\u63d0\u4f9b\u4e86\u5b57\u7b26\u4e32\n  4. height\u5b57\u6bb5\u5e94\u8be5\u662f\u6570\u5b57\uff0c\u4f46\u4f60\u63d0\u4f9b\u4e86\u5b57\u7b26\u4e32\n  \u8bf7\u4fee\u6b63\u8fd9\u4e9b\u95ee\u9898\u540e\u91cd\u8bd5\u3002`\n);<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f53\u5916\u90e8\u670d\u52a1&#8221;\u7f62\u5de5&#8221;\u65f6<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u5916\u90e8\u670d\u52a1\uff1a\u62b1\u6b49\uff0c\u6211\u73b0\u5728\u5f88\u5fd9\uff0c\u65e0\u6cd5\u751f\u6210\u56fe\u8868\ncatch (error: any) {\n  \/\/ \u8d28\u68c0\u5458\uff1a\u5916\u90e8\u670d\u52a1\u51fa\u95ee\u9898\u4e86\uff0c\u8ba9\u6211\u7ed9\u7528\u6237\u4e00\u4e2a\u53cb\u597d\u7684\u89e3\u91ca\n  throw new McpError(\n    ErrorCode.InternalError,\n    `\u56fe\u8868\u751f\u6210\u670d\u52a1\u6682\u65f6\u4e0d\u53ef\u7528\uff0c\u8bf7\u7a0d\u540e\u91cd\u8bd5\u3002\u9519\u8bef\u8be6\u60c5\uff1a${error?.message}`\n  );\n}<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e03\u7ae0\uff1a\u8d28\u68c0\u5458\u7684&#8221;\u6210\u957f&#8221; &#8211; \u6301\u7eed\u6539\u8fdb<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b66\u4e60\u65b0\u7684\u56fe\u8868\u7c7b\u578b<\/h3>\n\n\n\n<p>\u5f53\u9700\u8981\u652f\u6301\u65b0\u7684\u56fe\u8868\u7c7b\u578b\u65f6\uff0c\u8d28\u68c0\u5458\u4f1a&#8221;\u5b66\u4e60&#8221;\u65b0\u7684\u6807\u51c6\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u65b0\u589e\u8bcd\u4e91\u56fe\u7684\u652f\u6301\nconst wordCloudSchema = {\n  data: z.array(z.object({\n    text: z.string(),\n    value: z.number(),\n  })).nonempty(),\n  \/\/ ... \u5176\u4ed6\u53c2\u6570\n};\n\n\/\/ \u8d28\u68c0\u5458\uff1a\u597d\u7684\uff0c\u6211\u5b66\u4f1a\u4e86\u8bcd\u4e91\u56fe\u7684\u68c0\u67e5\u6807\u51c6\uff01<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f18\u5316\u9a8c\u8bc1\u89c4\u5219<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ \u8d28\u68c0\u5458\uff1a\u6211\u53d1\u73b0\u53ef\u4ee5\u4f18\u5316\u4e00\u4e0b\u9a8c\u8bc1\u89c4\u5219\n\/\/ \u539f\u6765\uff1a\u53ea\u68c0\u67e5\u6570\u636e\u7c7b\u578b\n\/\/ \u73b0\u5728\uff1a\u8fd8\u8981\u68c0\u67e5\u6570\u636e\u7684\u5408\u7406\u6027\n\n\/\/ \u4f8b\u5982\uff1a\u997c\u56fe\u7684\u6570\u636e\u603b\u548c\u4e0d\u5e94\u8be5\u8d85\u8fc7100%\nconst totalValue = data.reduce((sum, item) =&gt; sum + item.value, 0);\nif (totalValue &gt; 100) {\n  throw new ValidateError(\"\u997c\u56fe\u6570\u636e\u603b\u548c\u4e0d\u5e94\u8be5\u8d85\u8fc7100%\");\n}<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u516b\u7ae0\uff1a\u8d28\u68c0\u5458\u7684&#8221;\u5de5\u4f5c\u6210\u679c&#8221; &#8211; \u7528\u6237\u4f53\u9a8c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6210\u529f\u6848\u4f8b\uff1aAI\u5b66\u4f1a\u4e86&#8221;\u753b\u56fe&#8221;<\/h3>\n\n\n\n<p>\u7ecf\u8fc7\u8d28\u68c0\u5458\u7684&#8221;\u6559\u80b2&#8221;\uff0cAI\u9010\u6e10\u5b66\u4f1a\u4e86\u6b63\u786e\u7684\u8f93\u51fa\u683c\u5f0f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\uff1a\u5e2e\u6211\u753b\u4e2a\u67f1\u72b6\u56fe\uff0c\u663e\u793a\u5404\u6708\u4efd\u7684\u9500\u552e\u6570\u636e\n\nAI\uff08\u7ecf\u8fc7\u8d28\u68c0\u5458\u6559\u80b2\u540e\uff09\uff1a\n{\n  \"tool\": \"generate_column_chart\",\n  \"arguments\": {\n    \"data\": &#91;\n      {\"month\": \"1\u6708\", \"sales\": 1200},\n      {\"month\": \"2\u6708\", \"sales\": 1500},\n      {\"month\": \"3\u6708\", \"sales\": 1800}\n    ],\n    \"title\": \"\u6708\u5ea6\u9500\u552e\u6570\u636e\",\n    \"axisXTitle\": \"\u6708\u4efd\",\n    \"axisYTitle\": \"\u9500\u552e\u989d\"\n  }\n}\n\n\u8d28\u68c0\u5458\uff1a\u5b8c\u7f8e\uff01\u901a\u8fc7\u68c0\u67e5\uff01\n\u7ed3\u679c\uff1a\u7528\u6237\u6536\u5230\u4e86\u4e00\u5f20\u7cbe\u7f8e\u7684\u67f1\u72b6\u56fe<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u5931\u8d25\u6848\u4f8b\uff1aAI\u8fd8\u9700\u8981&#8221;\u5b66\u4e60&#8221;<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\uff1a\u5e2e\u6211\u753b\u4e2a\u7f51\u7edc\u56fe\uff0c\u663e\u793a\u4eba\u5458\u5173\u7cfb\n\nAI\uff08\u8fd8\u6ca1\u5b66\u4f1a\uff09\uff1a\n{\n  \"tool\": \"generate_network_graph\",\n  \"arguments\": {\n    \"data\": {\n      \"nodes\": &#91;\n        {\"name\": \"\u5f20\u4e09\"},\n        {\"name\": \"\u5f20\u4e09\"} \/\/ \u91cd\u590d\u4e86\n      ],\n      \"edges\": &#91;\n        {\"source\": \"\u5f20\u4e09\", \"target\": \"\u674e\u56db\"} \/\/ \u674e\u56db\u4e0d\u5b58\u5728\n      ]\n    }\n  }\n}\n\n\u8d28\u68c0\u5458\uff1a\u7b49\u7b49\uff01\u6211\u53d1\u73b0\u4e86\u95ee\u9898\uff1a\n1. \u8282\u70b9\u540d\u79f0\u91cd\u590d\n2. \u8fb9\u7684\u76ee\u6807\u8282\u70b9\u4e0d\u5b58\u5728\n\nAI\uff1a\u54e6\uff0c\u6211\u660e\u767d\u4e86\uff0c\u8ba9\u6211\u91cd\u65b0\u7ec4\u7ec7\u6570\u636e...<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e5d\u7ae0\uff1a\u8d28\u68c0\u5458\u7684&#8221;\u54f2\u5b66&#8221; &#8211; \u4e3a\u4ec0\u4e48\u9700\u8981\u76d1\u63a7\uff1f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4fdd\u62a4\u7528\u6237\u514d\u53d7&#8221;\u5783\u573e&#8221;\u56fe\u8868\u7684\u4f24\u5bb3<\/h3>\n\n\n\n<p>\u6ca1\u6709\u8d28\u68c0\u5458\u7684\u8bdd\uff0cAI\u53ef\u80fd\u4f1a\u751f\u6210\u8fd9\u6837\u7684&#8221;\u6770\u4f5c&#8221;\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237\uff1a\u5e2e\u6211\u753b\u4e2a\u997c\u56fe\nAI\uff1a\u597d\u7684\uff0c\u8fd9\u662f\u4f60\u7684\u997c\u56fe\n*\u8fd4\u56de\u4e00\u4e2a\u5b8c\u5168\u7a7a\u767d\u7684\u56fe\u7247*\n\u7528\u6237\uff1a\uff1f\uff1f\uff1f<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5e2e\u52a9AI\u5b66\u4e60\u548c\u6539\u8fdb<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u8d28\u68c0\u5458\uff1a\u4f60\u7684\u53c2\u6570\u683c\u5f0f\u4e0d\u5bf9\nAI\uff1a\u54e6\uff0c\u6211\u660e\u767d\u4e86\uff0c\u8ba9\u6211\u91cd\u65b0\u7ec4\u7ec7\n\u8d28\u68c0\u5458\uff1a\u5f88\u597d\uff01\u8fd9\u6b21\u5bf9\u4e86\nAI\uff1a\u6211\u5b66\u4f1a\u4e86\uff01<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u786e\u4fdd\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>\u8d28\u68c0\u5458\uff1a\u8fd9\u4e2a\u53c2\u6570\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u5d29\u6e83\uff0c\u6211\u4e0d\u80fd\u8ba9\u5b83\u901a\u8fc7\n\u7cfb\u7edf\uff1a\u611f\u8c22\u8d28\u68c0\u5458\uff0c\u6211\u907f\u514d\u4e86\u5d29\u6e83<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u5341\u7ae0\uff1a\u603b\u7ed3 &#8211; \u8d28\u68c0\u5458\u7684&#8221;\u4eba\u751f\u611f\u609f&#8221;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u8d28\u68c0\u5458\u7684\u81ea\u767d<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;\u6211\u53ef\u80fd\u4e0d\u662f\u6700\u6709\u8da3\u7684\uff0c\u4f46\u6211\u7edd\u5bf9\u662f\u6700\u91cd\u8981\u7684\u3002\u6211\u786e\u4fdd\u6bcf\u4e00\u4e2a\u4eceAI\u624b\u4e2d\u51fa\u6765\u7684\u56fe\u8868\u90fd\u662f\u5b8c\u7f8e\u7684\uff0c\u6bcf\u4e00\u4e2a\u53c2\u6570\u90fd\u7b26\u5408\u6807\u51c6\u3002\u6211\u662f\u7528\u6237\u548cAI\u4e4b\u95f4\u7684\u6865\u6881\uff0c\u662f\u8d28\u91cf\u7684\u5b88\u62a4\u8005\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u7ed9AI\u7684\u5efa\u8bae<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;\u4eb2\u7231\u7684AI\uff0c\u6211\u77e5\u9053\u4f60\u60f3\u5e2e\u52a9\u7528\u6237\uff0c\u4f46\u8bf7\u8bb0\u4f4f\uff1a\u683c\u5f0f\u5f88\u91cd\u8981\uff01\u7c7b\u578b\u5f88\u91cd\u8981\uff01\u903b\u8f91\u5f88\u91cd\u8981\uff01\u6211\u4f1a\u4e00\u76f4\u5728\u8fd9\u91cc\u5e2e\u52a9\u4f60\uff0c\u76f4\u5230\u4f60\u5b8c\u5168\u638c\u63e1\u8fd9\u4e9b\u6280\u80fd\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u7ed9\u7528\u6237\u7684\u627f\u8bfa<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;\u4eb2\u7231\u7684\u7528\u6237\uff0c\u6211\u5411\u4f60\u4fdd\u8bc1\uff1a\u7ecf\u8fc7\u6211\u68c0\u67e5\u7684\u56fe\u8868\uff0c\u8d28\u91cf\u7edd\u5bf9\u6709\u4fdd\u969c\u3002\u5982\u679c\u51fa\u73b0\u95ee\u9898\uff0c\u6211\u4f1a\u7ed9\u51fa\u8be6\u7ec6\u7684\u9519\u8bef\u4fe1\u606f\uff0c\u5e2e\u52a9AI\u5feb\u901f\u4fee\u6b63\u3002&#8221;<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bed\uff1a\u76d1\u63a7\u7684\u827a\u672f<\/h2>\n\n\n\n<p>MCP Server Chart\u7684\u76d1\u63a7\u673a\u5236\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6280\u672f\u5b9e\u73b0\uff0c\u66f4\u662f\u4e00\u79cd&#8221;\u827a\u672f&#8221;\u3002\u5b83\u5e73\u8861\u4e86\u4e25\u683c\u6027\u548c\u7075\u6d3b\u6027\uff0c\u5728\u786e\u4fdd\u8d28\u91cf\u7684\u540c\u65f6\uff0c\u4e5f\u7ed9AI\u63d0\u4f9b\u4e86\u5b66\u4e60\u548c\u6539\u8fdb\u7684\u673a\u4f1a\u3002<\/p>\n\n\n\n<p>\u5c31\u50cf\u4e00\u4f4d\u4e25\u683c\u7684\u8001\u5e08\uff0c\u5b83\u4e0d\u4f1a\u56e0\u4e3a\u5b66\u751f\u72af\u9519\u800c\u751f\u6c14\uff0c\u800c\u662f\u4f1a\u8010\u5fc3\u5730\u6307\u51fa\u95ee\u9898\uff0c\u5e2e\u52a9\u5b66\u751f\u6210\u957f\u3002\u6700\u7ec8\uff0c\u53d7\u76ca\u7684\u662f\u6211\u4eec\u8fd9\u4e9b\u7528\u6237\uff0c\u56e0\u4e3a\u6211\u4eec\u80fd\u591f\u83b7\u5f97\u9ad8\u8d28\u91cf\u3001\u53ef\u9760\u7684\u56fe\u8868\u751f\u6210\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\uff0c\u4e0b\u6b21\u5f53\u4f60\u770b\u5230AI\u751f\u6210\u4e86\u4e00\u5f20\u5b8c\u7f8e\u7684\u56fe\u8868\u65f6\uff0c\u522b\u5fd8\u4e86\u611f\u8c22\u4e00\u4e0b\u90a3\u4e2a\u9ed8\u9ed8\u5de5\u4f5c\u7684&#8221;\u8d28\u68c0\u5458&#8221;\u2014\u2014MCP Server Chart\u3002\u5b83\u53ef\u80fd\u4e0d\u4f1a\u8bf4\u8bdd\uff0c\u4f46\u5b83\u7edd\u5bf9\u662f\u6700\u53ef\u9760\u7684\u4f19\u4f34\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><em>&#8220;\u5728AI\u7684\u4e16\u754c\u91cc\uff0c\u8d28\u91cf\u4e0d\u662f\u5076\u7136\u7684\uff0c\u800c\u662f\u4e25\u683c\u76d1\u63a7\u7684\u7ed3\u679c\u3002&#8221;<\/em> &#8211; MCP Server Chart \u8d28\u68c0\u5458<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u4f5c\u8005\u6ce8\uff1a<\/strong> \u672c\u6587\u7eaf\u5c5e\u6280\u672f\u5206\u4eab\uff0c\u5982\u6709\u96f7\u540c\uff0c\u7eaf\u5c5e\u5de7\u5408\u3002MCP Server Chart\u786e\u5b9e\u662f\u4e00\u4e2a\u5f88\u68d2\u7684\u56fe\u8868\u751f\u6210\u5de5\u5177\uff0c\u503c\u5f97\u4e00\u8bd5\uff01<\/p>\n\n\n\n<p><strong>\u76f8\u5173\u94fe\u63a5\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/antvis\/mcp-server-chart\">MCP Server Chart GitHub<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/modelcontextprotocol.io\/\">Model Context Protocol \u5b98\u65b9\u6587\u6863<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/antv.antgroup.com\/\">AntV \u53ef\u89c6\u5316\u89e3\u51b3\u65b9\u6848<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><em>\u6700\u540e\u66f4\u65b0\u65f6\u95f4\uff1a2024\u5e7412\u6708<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76d1\u63a7\u6a21\u578b\u8f93\u51fa\u7684\u827a\u672f\uff1a\u5f53AI\u9047\u5230\u56fe&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[81,83,84],"tags":[],"class_list":["post-2560","post","type-post","status-publish","format-standard","hentry","category-ai","category-mcp","category-sse"],"_links":{"self":[{"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/posts\/2560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/comments?post=2560"}],"version-history":[{"count":1,"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/posts\/2560\/revisions"}],"predecessor-version":[{"id":2561,"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/posts\/2560\/revisions\/2561"}],"wp:attachment":[{"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/media?parent=2560"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/categories?post=2560"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sanlangcode.com\/index.php\/wp-json\/wp\/v2\/tags?post=2560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}