{"id":1892,"date":"2026-04-04T09:54:39","date_gmt":"2026-04-04T01:54:39","guid":{"rendered":"https:\/\/eve2333.top\/?p=1892"},"modified":"2026-04-04T09:54:39","modified_gmt":"2026-04-04T01:54:39","slug":"%e6%89%8b%e6%90%93rag%e7%b3%bb%e7%bb%9f-ragent-ai%ef%bc%887%ef%bc%89","status":"publish","type":"post","link":"https:\/\/eve2333.top\/?p=1892","title":{"rendered":"\u624b\u6413RAG\u7cfb\u7edf \u2013 Ragent AI\uff087\uff09"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">MCP\u534f\u8bae\u5165\u95e8\u4e0e\u5b9e\u8df5<\/h1>\n\n\n\n<p>skills\u8ddfmcp\u89e3\u51b3\u7684\u95ee\u9898\u4e0d\u4e00\u6837\u3002<\/p>\n\n\n\n<p>mcp\u5f88\u65e9\u8fd9\u4e2a\u6982\u5ff5\u5c31\u51fa\u6765\u4e86\uff0c\u662f\u4e00\u79cd\u534f\u8bae\u3001\u6a21\u578b\u95f4\u8c03\u7528\u4e09\u65b9\u80fd\u529b\u7684\u4e00\u4e2a\u7c7b\u4f3c\u63a5\u53e3\u5b9a\u4e49\u3002\u6bd4\u5982\u4f60\u60f3\u8d2d\u7968\u3001\u90a3\u4f60\u53ef\u4ee5\u7528\u643a\u7a0b\u57fa\u4e8eMCP\u5b9e\u73b0\u7684MCP\u670d\u52a1\uff0c\u63a5\u5165\u5230\u4f60\u7684\u6a21\u578b\u91cc\u6765\u76f4\u63a5\u8c03\u7528\u3002\u4ed6\u4eec\u8d1f\u8d23MCP Server\u7684\u5b9e\u73b0\u3002\u522b\u7684\u80fd\u529b\u4e5f\u8fd9\u6837\u3002\u5176\u5b9e\u5c31\u662f\u5b9a\u4e49\u4e86\u4e00\u5957\u89c4\u8303\uff0c\u9001\u4f60\u4e00\u53e5\u8bdd\uff0c\u521a\u770b\u5230\u7684\uff1aMCP\uff08Model Context Protocol\uff09\u662f\u4e00\u4e2a\u5f00\u653e\u534f\u8bae\uff0c\u65e8\u5728\u6807\u51c6\u5316\u5e94\u7528\u7a0b\u5e8f\u5411\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u63d0\u4f9b\u4e0a\u4e0b\u6587\u7684\u65b9\u5f0f\u3002\u53ef\u4ee5\u5c06 MCP \u60f3\u8c61\u6210 AI \u5e94\u7528\u7684 USB-C \u63a5\u53e3\u2014\u2014\u6b63\u5982 USB-C \u4e3a\u8bbe\u5907\u8fde\u63a5\u5404\u7c7b\u5916\u8bbe\u63d0\u4f9b\u4e86\u7edf\u4e00\u6807\u51c6\uff0cMCP \u4e5f\u4e3a AI \u6a21\u578b\u8fde\u63a5\u4e0d\u540c\u6570\u636e\u6e90\u548c\u5de5\u5177\u5efa\u7acb\u4e86\u6807\u51c6\u5316\u6865\u6881\u3002<\/p>\n\n\n\n<p>skills\u5176\u5b9e\u4e0d\u662f\u4ec0\u4e48\u65b0\u7684\u4e1c\u897f\uff0c\u672c\u8d28\u662f\u4e00\u7cfb\u5217\u6587\u4ef6\u3002\u628a\u67d0\u4e9b\u80fd\u529b\u5305\u88c5\u5728\u4e00\u4e2a\u4e2a\u7684skills\u76ee\u5f55\u4e0b\uff0c\u6bd4\u5982\u6709\u4e2apdf\u5904\u7406\u6587\u4ef6\u7684\u80fd\u529b\uff0c\u8fd9\u4e2a\u80fd\u529b\u53ef\u4ee5\u5c01\u88c5\u6210\u4e00\u4e2askills\u3002\u5982\u679c\u4f60\u7528claude\u7684\u65f6\u5019 \u8ddf\u4ed6\u8bf4 \u5e2e\u6211\u5904\u7406xx pdf\u6587\u4ef6\uff0cclaude\u5c31\u4f1a\u8bc6\u522b\u5230\u6211\u53ef\u4ee5\u7528\u8fd9\u4e2askills\uff08\u524d\u63d0\u662f\u8fd9\u4e2askills\u5728\u4f60\u7684\u5f53\u524d\u76ee\u5f55\u4e0b\uff09\u3002\u8fd9\u6837\u5c31\u53ef\u4ee5\u628a\u4e00\u4e9b\u80fd\u529b\u590d\u7528\u3002\u3002\u522b\u4eba\u4e5f\u53ef\u4ee5\u7528<\/p>\n\n\n\n<p>Function Call \u5f88\u597d\u7528\uff0c\u5de5\u5177\u4e00\u591a\u5c31\u7ba1\u4e0d\u8fc7\u6765\u4e86\u3002<\/p>\n\n\n\n<p>\u5047\u8bbe\u4f60\u5728\u4e00\u5bb6\u516c\u53f8\u505a\u4f01\u4e1a\u77e5\u8bc6\u5e93\u52a9\u624b\uff0c\u4e00\u5f00\u59cb\u53ea\u6709\u4e24\u4e2a\u5de5\u5177\uff1a\u67e5\u5e74\u5047\u3001\u67e5\u8ba2\u5355\u3002\u4f60\u624b\u5199\u4e24\u4efd JSON Schema\uff0c\u4ee3\u7801\u91cc\u5199\u4e24\u4e2a if-else \u8def\u7531\uff0c\u6ca1\u4ec0\u4e48\u95ee\u9898\u3002\u4f46\u534a\u5e74\u8fc7\u53bb\u4e86\uff0c\u4ea7\u54c1\u7ecf\u7406\u4e0d\u65ad\u52a0\u9700\u6c42\uff1a\u67e5\u8003\u52e4\u3001\u67e5\u9500\u552e\u6570\u636e\u3001\u67e5\u4f1a\u8bae\u5ba4\u3001\u67e5\u62a5\u9500\u8fdb\u5ea6\u3001\u67e5\u9879\u76ee\u6392\u671f\u3001\u67e5\u5e93\u5b58\u3001\u67e5\u7269\u6d41\u3001\u67e5\u5408\u540c\u2026\u2026\u5de5\u5177\u4ece 2 \u4e2a\u53d8\u6210\u4e86 20 \u4e2a\u3002<\/p>\n\n\n\n<p>\u8fd9\u65f6\u5019\u4f60\u4f1a\u53d1\u73b0\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>20 \u4e2a\u5de5\u5177 \u00d7 \u6bcf\u4e2a\u5de5\u5177 5~10 \u4e2a\u53c2\u6570 = \u51e0\u767e\u884c JSON Schema \u8981\u624b\u5199\u548c\u7ef4\u62a4<\/li>\n\n\n\n<li>Python \u56e2\u961f\u5199\u4e86\u4e00\u4e2a\u6570\u636e\u5206\u6790\u5de5\u5177\uff0c\u4f60\u7684 Java \u7cfb\u7edf\u8c03\u4e0d\u4e86<\/li>\n\n\n\n<li>\u67d0\u4e2a\u5de5\u5177\u7684\u53c2\u6570\u6539\u4e86\uff0cJSON Schema \u5fd8\u4e86\u540c\u6b65\u66f4\u65b0\uff0c\u6a21\u578b\u4f20\u4e86\u9519\u8bef\u7684\u53c2\u6570\uff0c\u7ebf\u4e0a\u51fa\u4e86 bug<\/li>\n<\/ul>\n\n\n\n<p>\u4f60\u9700\u8981\u7684\u4e0d\u662f\u66f4\u591a\u7684 if-else\uff0c\u800c\u662f\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u5de5\u5177\u7ba1\u7406\u534f\u8bae\u3002\u8fd9\u5c31\u662f\u4eca\u5929\u8981\u8bb2\u7684 MCP\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2\">2. \u5de5\u5177\u89c4\u6a21\u5316\u4e4b\u540e\u7684\u56db\u5927\u75db\u70b9<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-1\">2.1 \u5de5\u5177\u5b9a\u4e49\u7684\u7ef4\u62a4\u5669\u68a6<\/h4>\n\n\n\n<p>\u4e0a\u4e00\u7bc7\u7684\u4ee3\u7801\u4f60\u5e94\u8be5\u8fd8\u6709\u5370\u8c61\uff0c\u5b9a\u4e49\u4e00\u4e2a\u5de5\u5177\u8981\u5199\u5f88\u591a\u5f88\u591a\u7684JSON Schema\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"627\" src=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775097988-image-1024x627.png\" alt=\"\" class=\"wp-image-1896\" srcset=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775097988-image-1024x627.png 1024w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775097988-image-300x184.png 300w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775097988-image-768x470.png 768w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775097988-image.png 1417w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u53ea\u662f\u4e00\u4e2a\u5de5\u5177\u3001\u4e00\u4e2a\u53c2\u6570\u3002\u5982\u679c\u4e00\u4e2a\u5de5\u5177\u6709 5 \u4e2a\u53c2\u6570\uff0c\u4ee3\u7801\u91cf\u7ffb 5 \u500d\u300220 \u4e2a\u5de5\u5177\u5c31\u662f\u51e0\u767e\u884c\u7eaf\u7cb9\u7684 JSON Schema \u6784\u5efa\u4ee3\u7801\u3002<\/p>\n\n\n\n<p>\u66f4\u8981\u547d\u7684\u662f\u7ef4\u62a4\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5de5\u5177\u7684\u53c2\u6570\u6539\u4e86\uff08\u6bd4\u5982 <code>getUserAnnualLeave<\/code> \u65b0\u589e\u4e86\u4e00\u4e2a <code>year<\/code> \u53c2\u6570\uff09\uff0c\u4f60\u8981\u540c\u6b65\u4fee\u6539 JSON Schema\uff0c\u5fd8\u4e86\u6539\u5c31\u4f1a\u51fa bug<\/li>\n\n\n\n<li>\u6ca1\u6709\u5de5\u5177\u6587\u6863\uff0c\u65b0\u540c\u4e8b\u4e0d\u77e5\u9053\u7cfb\u7edf\u91cc\u6709\u54ea\u4e9b\u5de5\u5177\u53ef\u7528\uff0c\u53ea\u80fd\u7ffb\u4ee3\u7801<\/li>\n\n\n\n<li>\u5de5\u5177\u5b9a\u4e49\u6563\u843d\u5728\u4ee3\u7801\u5404\u5904\uff0c\u6ca1\u6709\u7edf\u4e00\u7684\u6ce8\u518c\u4e2d\u5fc3<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-2\">2.2 \u8de8\u8bed\u8a00\u8de8\u7cfb\u7edf\u7684\u96c6\u6210\u56f0\u5883<\/h4>\n\n\n\n<p>\u4f60\u7684\u4f01\u4e1a\u77e5\u8bc6\u5e93\u52a9\u624b\u9700\u8981\u8c03\u7528\u7684\u5de5\u5177\u6765\u81ea\u4e0d\u540c\u56e2\u961f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Java \u56e2\u961f\u5199\u7684 HR \u5de5\u5177\uff08\u67e5\u5e74\u5047\u3001\u67e5\u8003\u52e4\uff09<\/li>\n\n\n\n<li>Python \u56e2\u961f\u5199\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\uff08\u9500\u552e\u62a5\u8868\u3001\u7528\u6237\u753b\u50cf\uff09<\/li>\n\n\n\n<li>\u7b2c\u4e09\u65b9 HTTP API\uff08\u7269\u6d41\u67e5\u8be2\u3001\u5929\u6c14\u67e5\u8be2\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u4e09\u79cd\u4e0d\u540c\u7684\u8c03\u7528\u65b9\u5f0f\uff0c\u4f60\u7684\u4ee3\u7801\u91cc\u8981\u5199\u4e09\u5957\u96c6\u6210\u903b\u8f91\uff0c\u63a5\u5165\u4e00\u4e2a\u65b0\u7cfb\u7edf\uff0c\u5c31\u8981\u5199\u4e00\u5957\u9002\u914d\u4ee3\u7801\u3002\u800c\u4e14\u6bcf\u4e2a\u7cfb\u7edf\u7684\u8ba4\u8bc1\u65b9\u5f0f\u4e0d\u540c\uff08\u6709\u7684\u7528 Token\uff0c\u6709\u7684\u7528 API Key\uff0c\u6709\u7684\u7528 OAuth\uff09\uff0c\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u4e5f\u4e0d\u540c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-3\">2.3 \u6743\u9650\u548c\u5b89\u5168\u7684\u9ed1\u6d1e<\/h4>\n\n\n\n<p>Function Call \u534f\u8bae\u672c\u8eab\u6ca1\u6709\u4efb\u4f55\u6743\u9650\u673a\u5236\u3002\u6240\u6709\u7684\u6743\u9650\u6821\u9a8c\u90fd\u8981\u4f60\u81ea\u5df1\u5199\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u6237 A \u80fd\u4e0d\u80fd\u67e5\u7528\u6237 B \u7684\u5e74\u5047\uff1f<\/li>\n\n\n\n<li>\u67d0\u4e2a\u5de5\u5177\u53ea\u5141\u8bb8\u7ba1\u7406\u5458\u4f7f\u7528\uff0c\u600e\u4e48\u63a7\u5236\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u5de5\u5177\u8d8a\u591a\uff0c\u6743\u9650\u903b\u8f91\u8d8a\u590d\u6742\u3002\u800c\u4e14\u6743\u9650\u4ee3\u7801\u548c\u4e1a\u52a1\u4ee3\u7801\u6df7\u5728\u4e00\u8d77\uff0c\u5bb9\u6613\u51fa\u6f0f\u6d1e\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-4\">2.4 \u53ef\u89c2\u6d4b\u6027\u7684\u7f3a\u5931<\/h4>\n\n\n\n<p>20 \u4e2a\u5de5\u5177\u5728\u7ebf\u4e0a\u8dd1\uff0c\u4f60\u9700\u8981\u77e5\u9053\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e2a\u5de5\u5177\u88ab\u8c03\u7528\u4e86\u591a\u5c11\u6b21\uff1f<\/li>\n\n\n\n<li>\u5e73\u5747\u8017\u65f6\u591a\u5c11\uff1f\u54ea\u4e2a\u5de5\u5177\u6700\u6162\uff1f<\/li>\n\n\n\n<li>\u8c03\u7528\u5931\u8d25\u7387\u662f\u591a\u5c11\uff1f\u5931\u8d25\u7684\u539f\u56e0\u662f\u4ec0\u4e48\uff1f<\/li>\n\n\n\n<li>\u67d0\u6b21\u8c03\u7528\u7684\u5b8c\u6574\u94fe\u8def\uff1a\u7528\u6237\u95ee\u4e86\u4ec0\u4e48 \u2192 \u6a21\u578b\u9009\u4e86\u54ea\u4e2a\u5de5\u5177 \u2192 \u4f20\u4e86\u4ec0\u4e48\u53c2\u6570 \u2192 \u8fd4\u56de\u4e86\u4ec0\u4e48\u7ed3\u679c \u2192 \u6700\u7ec8\u7b54\u6848\u662f\u4ec0\u4e48\uff1f<\/li>\n<\/ul>\n\n\n\n<p>Function Call \u534f\u8bae\u4e0d\u7ba1\u8fd9\u4e9b\uff0c\u5168\u9760\u4f60\u81ea\u5df1\u57cb\u70b9\u3001\u5199\u65e5\u5fd7\u3001\u642d\u76d1\u63a7\u3002\u5de5\u5177\u8c03\u7528\u94fe\u8def\u4e00\u957f\uff08\u8c03\u7528\u5de5\u5177 A \u2192 \u5de5\u5177 A \u5185\u90e8\u8c03\u7528\u5de5\u5177 B \u2192 \u5de5\u5177 B \u67e5\u6570\u636e\u5e93\uff09\uff0c\u6392\u67e5\u95ee\u9898\u5c31\u50cf\u5927\u6d77\u635e\u9488\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u9700\u8981\u7684\u662f\u5728 Function Call \u4e4b\u4e0a\uff0c\u52a0\u4e00\u5c42\u6807\u51c6\u5316\u7684\u5de5\u5177\u7ba1\u7406\u6846\u67b6\u2014\u2014\u7edf\u4e00\u5de5\u5177\u7684\u5b9a\u4e49\u3001\u6ce8\u518c\u3001\u53d1\u73b0\u3001\u8c03\u7528\u3001\u6743\u9650\u63a7\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\">\u7ef4\u5ea6<\/th><th class=\"has-text-align-left\" data-align=\"left\">Function Call \u89e3\u51b3\u4e86\u5417<\/th><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u6a21\u578b\u5224\u65ad\u662f\u5426\u8c03\u7528\u5de5\u5177<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u89e3\u51b3\u4e86<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u6807\u51c6\u5316\u7684\u8c03\u7528\u610f\u56fe\u8f93\u51fa<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u89e3\u51b3\u4e86<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u5177\u5b9a\u4e49\u7684\u81ea\u52a8\u5316\u7ba1\u7406<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u624b\u5199 JSON Schema<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u5177\u7684\u52a8\u6001\u53d1\u73b0\u548c\u6ce8\u518c<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u786c\u7f16\u7801\u5728\u4ee3\u7801\u91cc<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u8de8\u8bed\u8a00\u8de8\u7cfb\u7edf\u7684\u7edf\u4e00\u8c03\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u6bcf\u4e2a\u7cfb\u7edf\u5199\u4e00\u5957\u9002\u914d<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u6743\u9650\u548c\u5b89\u5168\u63a7\u5236<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u81ea\u5df1\u5b9e\u73b0<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u8c03\u7528\u94fe\u8def\u7684\u53ef\u89c2\u6d4b\u6027<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u81ea\u5df1\u57cb\u70b9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8fd9\u5c31\u662f MCP \u8981\u505a\u7684\u4e8b\u3002<\/p>\n\n\n\n<p>MCP\uff0c\u5168\u79f0 Model Context Protocol\uff08\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff09\uff0c\u7531 Anthropic\uff08Claude \u7684\u6bcd\u516c\u53f8\uff09\u4e8e 2024 \u5e74 11 \u6708\u5f00\u6e90\u53d1\u5e03\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u5177\u4f53\u7684\u4ea7\u54c1\u6216\u6846\u67b6\uff0c\u800c\u662f\u4e00\u4e2a\u5f00\u653e\u7684\u534f\u8bae\u89c4\u8303\u3002\u6838\u5fc3\u601d\u60f3\u7528\u4e00\u53e5\u8bdd\u6982\u62ec\uff1a<strong>\u4efb\u4f55\u5de5\u5177\u53ea\u8981\u5b9e\u73b0\u4e86 MCP \u534f\u8bae\uff0c\u5c31\u80fd\u88ab\u4efb\u4f55\u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef\u8c03\u7528\uff0c\u4e0d\u7528\u5173\u5fc3\u5bf9\u65b9\u662f\u4ec0\u4e48\u8bed\u8a00\u3001\u4ec0\u4e48\u5e73\u53f0\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-mcp-host-client-server\">2. MCP \u7684\u4e09\u5c42\u67b6\u6784\uff1aHost\u3001Client\u3001Server<\/h3>\n\n\n\n<p>MCP \u7684\u67b6\u6784\u8bbe\u8ba1\u5206\u4e09\u5c42\uff1aHost\uff08\u5bbf\u4e3b\u5e94\u7528\uff09\u3001Client\uff08MCP \u5ba2\u6237\u7aef\uff09\u3001Server\uff08MCP \u670d\u52a1\u7aef\uff09\u3002\u8fd9\u4e09\u5c42\u7684\u5173\u7cfb\u7528\u4e00\u5f20\u56fe\u8bf4\u660e\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775100095-image-1024x576.png\" alt=\"\" class=\"wp-image-1897\" srcset=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775100095-image-1024x576.png 1024w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775100095-image-300x169.png 300w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775100095-image-768x432.png 768w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775100095-image.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"956\" height=\"1024\" src=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775200374-image-956x1024.png\" alt=\"\" class=\"wp-image-1898\" srcset=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775200374-image-956x1024.png 956w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775200374-image-280x300.png 280w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775200374-image-768x823.png 768w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775200374-image-1434x1536.png 1434w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775200374-image-1912x2048.png 1912w\" sizes=\"auto, (max-width: 956px) 100vw, 956px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-1-host\">2.1 Host\uff08\u5bbf\u4e3b\u5e94\u7528\uff09<\/h4>\n\n\n\n<p>Host \u662f\u7528\u6237\u76f4\u63a5\u4ea4\u4e92\u7684\u5e94\u7528\uff0c\u6bd4\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Claude Desktop\uff08Anthropic \u7684\u684c\u9762\u5ba2\u6237\u7aef\uff09<\/li>\n\n\n\n<li>Cursor\uff08AI \u7f16\u7a0b IDE\uff09<\/li>\n\n\n\n<li>\u4f60\u81ea\u5df1\u5f00\u53d1\u7684\u4f01\u4e1a\u77e5\u8bc6\u5e93\u52a9\u624b\uff08\u6bd4\u5982\u54b1\u4eec\u7684 Ragent\uff09<\/li>\n<\/ul>\n\n\n\n<p>Host \u7684\u804c\u8d23\u662f\uff1a\u63a5\u6536\u7528\u6237\u8f93\u5165 \u2192 \u8c03\u7528\u5927\u6a21\u578b \u2192 \u6839\u636e\u6a21\u578b\u7684\u6307\u4ee4\u901a\u8fc7 MCP Client \u8c03\u7528\u5de5\u5177 \u2192 \u628a\u7ed3\u679c\u8fd4\u56de\u7ed9\u6a21\u578b \u2192 \u5c55\u793a\u6700\u7ec8\u7b54\u6848\u7ed9\u7528\u6237\u3002<\/p>\n\n\n\n<p>Host \u5185\u90e8\u5305\u542b\u4e00\u4e2a\u6216\u591a\u4e2a MCP Client\uff0c\u6bcf\u4e2a Client \u8d1f\u8d23\u548c\u4e00\u4e2a MCP Server \u901a\u4fe1\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-2-client-mcp\">2.2 Client\uff08MCP \u5ba2\u6237\u7aef\uff09<\/h4>\n\n\n\n<p>Client \u662f Host \u5185\u90e8\u7684\u901a\u4fe1\u7ec4\u4ef6\uff0c\u8d1f\u8d23\u548c MCP Server \u5efa\u7acb\u8fde\u63a5\u3001\u53d1\u9001\u8bf7\u6c42\u3001\u63a5\u6536\u54cd\u5e94\u3002<\/p>\n\n\n\n<p>\u5173\u952e\u70b9\uff1a<strong>\u4e00\u4e2aClient\u53ea\u8fde\u63a5\u4e00\u4e2aServer<\/strong> \uff0c\u4f46\u4e00\u4e2a Host \u53ef\u4ee5\u6709\u591a\u4e2a Client\uff0c\u8fde\u63a5\u591a\u4e2a Server\u3002\u5c31\u50cf\u4f60\u7684\u7535\u8111\u6709\u591a\u4e2a USB \u63a5\u53e3\uff0c\u6bcf\u4e2a\u63a5\u53e3\u63d2\u4e00\u4e2a\u8bbe\u5907\u3002<\/p>\n\n\n\n<p>Client \u7684\u804c\u8d23\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u548c Server \u5efa\u7acb\u8fde\u63a5\uff08\u901a\u8fc7 Stdio \u6216 HTTP\uff09<\/li>\n\n\n\n<li>\u53d1\u73b0 Server \u63d0\u4f9b\u7684\u5de5\u5177\u5217\u8868<\/li>\n\n\n\n<li>\u8c03\u7528 Server \u7684\u5de5\u5177\u5e76\u83b7\u53d6\u7ed3\u679c<\/li>\n\n\n\n<li>\u7ba1\u7406\u8fde\u63a5\u7684\u751f\u547d\u5468\u671f<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"2-3-server-mcp\">2.3 Server\uff08MCP \u670d\u52a1\u7aef\uff09<\/h4>\n\n\n\n<p>Server \u662f\u63d0\u4f9b\u5de5\u5177\u7684\u4e00\u65b9\u3002\u6bcf\u4e2a Server \u66b4\u9732\u4e00\u7ec4\u5de5\u5177\uff0cClient \u901a\u8fc7 MCP \u534f\u8bae\u8c03\u7528\u8fd9\u4e9b\u5de5\u5177\u3002<\/p>\n\n\n\n<p>Server \u53ef\u4ee5\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u672c\u5730\u8fdb\u7a0b\uff08\u901a\u8fc7 Stdio \u901a\u4fe1\uff0c\u6bd4\u5982\u4e00\u4e2a\u672c\u5730\u7684\u6587\u4ef6\u64cd\u4f5c\u5de5\u5177\uff09<\/li>\n\n\n\n<li>\u8fdc\u7a0b HTTP \u670d\u52a1\uff08\u901a\u8fc7 Streamable HTTP \u901a\u4fe1\uff0c\u6bd4\u5982\u90e8\u7f72\u5728\u670d\u52a1\u5668\u4e0a\u7684 HR \u7cfb\u7edf\u5de5\u5177\uff09<\/li>\n<\/ul>\n\n\n\n<p>Server \u7684\u804c\u8d23\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u58f0\u660e\u81ea\u5df1\u63d0\u4f9b\u54ea\u4e9b\u5de5\u5177\uff08\u5de5\u5177\u540d\u3001\u63cf\u8ff0\u3001\u53c2\u6570\u5b9a\u4e49\uff09<\/li>\n\n\n\n<li>\u63a5\u6536 Client \u7684\u8c03\u7528\u8bf7\u6c42<\/li>\n\n\n\n<li>\u6267\u884c\u5de5\u5177\u903b\u8f91\u5e76\u8fd4\u56de\u7ed3\u679c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-mcp\">3. MCP \u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b<\/h3>\n\n\n\n<p>MCP \u534f\u8bae\u5b9a\u4e49\u4e86\u4e09\u5927\u6838\u5fc3\u80fd\u529b\uff1aTools\uff08\u5de5\u5177\u8c03\u7528\uff09\u3001Resources\uff08\u8d44\u6e90\u8bbf\u95ee\uff09\u3001Prompts\uff08\u63d0\u793a\u8bcd\u6a21\u677f\uff09\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"3-1-tools\">3.1 Tools\uff08\u5de5\u5177\u8c03\u7528\uff09<\/h4>\n\n\n\n<p>\u8fd9\u662f MCP \u6700\u6838\u5fc3\u7684\u80fd\u529b\uff0c\u4e5f\u662f\u548c Function Call \u76f4\u63a5\u5bf9\u5e94\u7684\u90e8\u5206\u3002<\/p>\n\n\n\n<p>Server \u5b9a\u4e49\u5de5\u5177\uff0cClient \u53d1\u73b0\u5e76\u8c03\u7528\u5de5\u5177\u3002\u548c Function Call \u7684\u533a\u522b\u5728\u4e8e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FunctionCall<\/strong> \uff1a\u5de5\u5177\u5b9a\u4e49\u5728\u5ba2\u6237\u7aef\u4ee3\u7801\u91cc\uff08\u624b\u5199 JSON Schema\uff09\uff0c\u548c\u6a21\u578b\u4e00\u8d77\u53d1\u9001<\/li>\n\n\n\n<li><strong>MCP<\/strong> \uff1a\u5de5\u5177\u5b9a\u4e49\u5728 Server \u7aef\uff0cClient \u901a\u8fc7\u534f\u8bae\u52a8\u6001\u83b7\u53d6<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6ce8\u610f\uff1aMCP \u534f\u8bae\u672c\u8eab\u53ea\u89c4\u5b9a\u5de5\u5177\u5b9a\u4e49\u5728 Server \u7aef\uff0cClient \u901a\u8fc7\u534f\u8bae\u52a8\u6001\u83b7\u53d6\u5de5\u5177\u5217\u8868\u548c\u5143\u6570\u636e\u3002\u81f3\u4e8e Server \u7aef\u7528\u4ec0\u4e48\u65b9\u5f0f\u5b9a\u4e49\u5de5\u5177\uff08\u6ce8\u89e3\u3001\u624b\u5199 JSON\u3001\u914d\u7f6e\u6587\u4ef6\uff09\uff0c\u90a3\u662f\u5b9e\u73b0\u6846\u67b6\u7684\u9009\u62e9\u3002\u4e0b\u9762\u5c55\u793a\u7684 <code>@Tool<\/code> \u6ce8\u89e3\u662f Spring AI \u6846\u67b6\u63d0\u4f9b\u7684\u4fbf\u5229\u6027\u5c01\u88c5\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0cFunction Call \u91cc\u4f60\u8981\u8fd9\u6837\u5b9a\u4e49\u5de5\u5177\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\"type\":\"function\",\"function\":{\"name\":\"getUserAnnualLeave\",\"description\":\"\u67e5\u8be2\u7528\u6237\u7684\u5e74\u5047\u4f59\u989d\",\"parameters\":{\"type\":\"object\",\"properties\":{\"userId\":{\"type\":\"string\",\"description\":\"\u7528\u6237 ID\"}},\"required\":&#91;\"userId\"]}}}<\/code><\/pre>\n\n\n\n<p>\u5728 Spring AI \u6846\u67b6\u4e2d\uff0c\u4f60\u53ef\u4ee5\u7528 <code>@Tool<\/code> \u6ce8\u89e3\u5b9a\u4e49\u5de5\u5177\uff08\u6846\u67b6\u4f1a\u81ea\u52a8\u751f\u6210\u7b26\u5408 MCP \u534f\u8bae\u7684\u5de5\u5177\u5143\u6570\u636e\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>@Tool(description =\"\u67e5\u8be2\u7528\u6237\u7684\u5e74\u5047\u4f59\u989d\uff0c\u5305\u62ec\u603b\u5929\u6570\u3001\u5df2\u4f7f\u7528\u5929\u6570\u3001\u5269\u4f59\u5929\u6570\")publicStringgetUserAnnualLeave(@ToolParam(description =\"\u7528\u6237 ID\")String userId){\/\/ \u67e5\u8be2 HR \u7cfb\u7edfreturn\"{\\\"remainingDays\\\": 5, \\\"totalDays\\\": 10, \\\"usedDays\\\": 5}\";}<\/code><\/pre>\n\n\n\n<p>Spring AI \u6846\u67b6\u4f1a\u626b\u63cf <code>@Tool<\/code> \u6ce8\u89e3\uff0c\u81ea\u52a8\u63d0\u53d6\u65b9\u6cd5\u540d\u4f5c\u4e3a\u5de5\u5177\u540d\u3001<code>description<\/code> \u4f5c\u4e3a\u5de5\u5177\u63cf\u8ff0\u3001\u65b9\u6cd5\u53c2\u6570\u548c <code>@ToolParam<\/code> \u6ce8\u89e3\u4f5c\u4e3a\u53c2\u6570\u5b9a\u4e49\uff0c\u751f\u6210\u7b26\u5408 MCP \u534f\u8bae\u7684\u5de5\u5177\u5143\u6570\u636e\uff08JSON Schema \u683c\u5f0f\uff09\u3002Client \u542f\u52a8\u65f6\u901a\u8fc7 MCP \u534f\u8bae\u4ece Server \u83b7\u53d6\u8fd9\u4e9b\u5143\u6570\u636e\uff0c\u4e0d\u7528\u5728 Client \u7aef\u624b\u5199 JSON Schema\uff0c\u4e5f\u4e0d\u7528\u62c5\u5fc3\u5b9a\u4e49\u548c\u5b9e\u73b0\u4e0d\u540c\u6b65\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"3-2-resources\">3.2 Resources\uff08\u8d44\u6e90\u8bbf\u95ee\uff09<\/h4>\n\n\n\n<p>Server \u53ef\u4ee5\u66b4\u9732\u8d44\u6e90\u4f9b Client \u8bfb\u53d6\uff0c\u6bd4\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u4ef6\u5185\u5bb9\uff08\u914d\u7f6e\u6587\u4ef6\u3001\u65e5\u5fd7\u6587\u4ef6\uff09<\/li>\n\n\n\n<li>\u6570\u636e\u5e93\u8bb0\u5f55<\/li>\n\n\n\n<li>API \u8fd4\u56de\u7684\u6570\u636e<\/li>\n<\/ul>\n\n\n\n<p>Resources \u548c Tools \u7684\u533a\u522b\u662f\uff1aTools \u662f\u6267\u884c\u64cd\u4f5c\uff08\u67e5\u5e74\u5047\u3001\u4e0b\u8ba2\u5355\uff09\uff0cResources \u662f\u63d0\u4f9b\u6570\u636e\uff08\u8bfb\u53d6\u4e00\u4e2a\u6587\u4ef6\u7684\u5185\u5bb9\uff09\u3002Resources \u66f4\u50cf\u662f\u7ed9\u6a21\u578b\u63d0\u4f9b\u989d\u5916\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"3-3-prompts\">3.3 Prompts\uff08\u63d0\u793a\u8bcd\u6a21\u677f\uff09<\/h4>\n\n\n\n<p>Server \u53ef\u4ee5\u63d0\u4f9b\u9884\u5b9a\u4e49\u7684\u63d0\u793a\u8bcd\u6a21\u677f\uff0cClient \u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u6a21\u677f\u6765\u6784\u5efa\u548c\u6a21\u578b\u7684\u4ea4\u4e92\u3002\u9002\u5408\u6807\u51c6\u5316\u7684\u4ea4\u4e92\u573a\u666f\uff0c\u6bd4\u5982\u201c\u4ee3\u7801\u5ba1\u67e5\u6a21\u677f\"\u201d\u3001\u201c\u6587\u6863\u603b\u7ed3\u6a21\u677f\u201d\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u672c\u7bc7\u91cd\u70b9\u8bb2 Tools\uff0cResources \u548c Prompts \u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u7528\u5f97\u76f8\u5bf9\u5c11\u4e00\u4e9b\uff0c\u4e86\u89e3\u5373\u53ef\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">4. MCP vs Function Call\uff1a\u4e0d\u662f\u66ff\u4ee3\uff0c\u662f\u589e\u5f3a<\/h2>\n\n\n\n<p>\u7b54\u6848\u662f\uff1a\u4e0d\u662f\u3002MCP \u5e95\u5c42\u4ecd\u7136\u4f9d\u8d56\u6a21\u578b\u7684 Function Call \u80fd\u529b\u3002\u6a21\u578b\u5224\u65ad\u662f\u5426\u8c03\u7528\u5de5\u5177\u3001\u8f93\u51fa <code>tool_calls<\/code> JSON\u2014\u2014\u8fd9\u4e2a\u80fd\u529b\u662f Function Call \u63d0\u4f9b\u7684\uff0cMCP \u4e0d\u4f1a\u91cd\u65b0\u53d1\u660e\u8fd9\u4e2a\u8f6e\u5b50\u3002<\/p>\n\n\n\n<p>MCP \u505a\u7684\u662f\u5728 Function Call \u4e4b\u4e0a\uff0c\u63d0\u4f9b\u4e00\u5c42\u6807\u51c6\u5316\u7684\u7ba1\u7406\u6846\u67b6\u3002\u7528\u4e00\u4e2a\u7c7b\u6bd4\uff1aFunction Call \u662f\"\u53d1\u52a8\u673a\"\uff0cMCP \u662f\"\u6574\u8f66\"\u3002\u53d1\u52a8\u673a\u63d0\u4f9b\u52a8\u529b\uff0c\u4f46\u4f60\u8fd8\u9700\u8981\u65b9\u5411\u76d8\u3001\u5239\u8f66\u3001\u4eea\u8868\u76d8\u624d\u80fd\u4e0a\u8def\u3002<\/p>\n\n\n\n<p>MCP\u63d0\u4f9b\uff1a\u5de5\u5177\u7684\u6807\u51c6\u5316\u7ba1\u7406\uff1b\u8de8\u8bed\u8a00\/\u8de8\u5e73\u53f0\u652f\u6301\uff1b\u7edf\u4e00\u7684\u5b89\u5168\u63a7\u5236<\/p>\n\n\n\n<p>FunctionCall \u63d0\u4f9b\uff1a\u610f\u56fe\u7406\u89e3\u80fd\u529b\uff1b\u7ed3\u6784\u5316\u8f93\u51fa\u80fd\u529b\uff1b\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\">\u5bf9\u6bd4\u7ef4\u5ea6<\/th><th class=\"has-text-align-left\" data-align=\"left\">Function Call<\/th><th class=\"has-text-align-left\" data-align=\"left\">MCP<\/th><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u672c\u8d28<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6a21\u578b\u7684\u539f\u751f\u80fd\u529b\uff08\u8f93\u51fa\u8c03\u7528\u610f\u56fe\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6807\u51c6\u5316\u7684\u5de5\u5177\u7ba1\u7406\u534f\u8bae<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u5177\u5b9a\u4e49<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u624b\u5199 JSON Schema\uff0c\u548c\u4ee3\u7801\u5206\u79bb<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4ee3\u7801\u6ce8\u89e3\u81ea\u52a8\u751f\u6210\uff0c\u5b9a\u4e49\u548c\u5b9e\u73b0\u4e00\u4f53<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u5177\u53d1\u73b0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u786c\u7f16\u7801\u5728\u8bf7\u6c42\u91cc<\/td><td class=\"has-text-align-left\" data-align=\"left\">Client \u542f\u52a8\u65f6\u81ea\u52a8\u4ece Server \u83b7\u53d6<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u8de8\u8bed\u8a00\u652f\u6301<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4e0d\u652f\u6301\uff0c\u6bcf\u4e2a\u8bed\u8a00\u81ea\u5df1\u5b9e\u73b0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u534f\u8bae\u7edf\u4e00\uff0cJava \/ Python \/ TS \u90fd\u80fd\u4e92\u901a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u4f20\u8f93\u65b9\u5f0f<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4f9d\u8d56\u5177\u4f53\u7684 HTTP API<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6807\u51c6\u5316\u4f20\u8f93\uff08Stdio \/ Streamable HTTP\uff09<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u6743\u9650\u63a7\u5236<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u81ea\u5df1\u5b9e\u73b0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u534f\u8bae\u5c42\u9762\u652f\u6301\uff08\u8fd8\u5728\u5b8c\u5584\u4e2d\uff09<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u53ef\u89c2\u6d4b\u6027<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6ca1\u6709\uff0c\u81ea\u5df1\u57cb\u70b9<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u534f\u8bae\u5c42\u9762\u652f\u6301\u65e5\u5fd7\u548c\u8ffd\u8e2a<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u751f\u6001<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5404\u5bb6\u6a21\u578b\u5382\u5546\u5404\u81ea\u5b9e\u73b0<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5f00\u653e\u534f\u8bae\uff0c\u793e\u533a\u5171\u5efa MCP Server<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>MCP\u534f\u8bae\u5c42\u9762<\/strong> \uff08\u6807\u51c6\u5236\u5b9a\u8005\uff09\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9a\u4e49\u4e86\u5de5\u5177\u5143\u6570\u636e\u7684\u6807\u51c6\u683c\u5f0f\uff08name\u3001description\u3001parameters \u7684 JSON Schema\uff09<\/li>\n\n\n\n<li>\u5b9a\u4e49\u4e86 Client \u548c Server \u7684\u901a\u4fe1\u534f\u8bae\uff08JSON-RPC over Stdio\/HTTP\uff09<\/li>\n\n\n\n<li>\u5b9a\u4e49\u4e86\u5de5\u5177\u53d1\u73b0\u673a\u5236\uff08Client \u542f\u52a8\u65f6\u4ece Server \u83b7\u53d6\u5de5\u5177\u5217\u8868\uff09<\/li>\n\n\n\n<li>\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\uff1a<strong>\u5de5\u5177\u5b9a\u4e49\u4eceClient\u7aef\u8f6c\u79fb\u5230Server\u7aef\uff0c\u5b9e\u73b0\u8de8\u8bed\u8a00\u8de8\u7cfb\u7edf\u4e92\u901a<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>SpringAI\u6846\u67b6\u5c42\u9762<\/strong> \uff08\u534f\u8bae\u5b9e\u73b0\u8005\uff09\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u4f9b <code>@Tool<\/code> \u6ce8\u89e3\uff0c\u8ba9\u4f60\u7528\u6ce8\u89e3\u65b9\u5f0f\u5b9a\u4e49\u5de5\u5177\uff08\u800c\u4e0d\u662f\u624b\u5199 JSON\uff09<\/li>\n\n\n\n<li>\u63d0\u4f9b\u81ea\u52a8\u626b\u63cf\u6ce8\u89e3\u5e76\u751f\u6210\u7b26\u5408 MCP \u534f\u8bae\u7684\u5de5\u5177\u5143\u6570\u636e<\/li>\n\n\n\n<li>\u5904\u7406 MCP \u534f\u8bae\u7684\u901a\u4fe1\u7ec6\u8282\uff08JSON-RPC \u8bf7\u6c42\u89e3\u6790\u3001\u54cd\u5e94\u6784\u5efa\u7b49\uff09<\/li>\n\n\n\n<li>\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\uff1a<strong>\u8ba9Java\u5f00\u53d1\u8005\u66f4\u65b9\u4fbf\u5730\u5b9e\u73b0MCP\u534f\u8bae<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u6253\u4e2a\u6bd4\u65b9\uff1aMCP \u534f\u8bae\u5c31\u50cf HTTP \u534f\u8bae\uff0cSpring AI \u5c31\u50cf Spring MVC \u6846\u67b6\u3002HTTP \u5b9a\u4e49\u4e86\u8bf7\u6c42\u54cd\u5e94\u683c\u5f0f\uff0c\u4f46\u4f60\u53ef\u4ee5\u7528\u4efb\u4f55\u8bed\u8a00\u3001\u4efb\u4f55\u6846\u67b6\u5b9e\u73b0 HTTP \u670d\u52a1\u5668\u3002Spring MVC \u63d0\u4f9b\u4e86 <code>@RestController<\/code> \u6ce8\u89e3\u8ba9\u4f60\u66f4\u65b9\u4fbf\u5730\u5199 HTTP \u63a5\u53e3\uff0c\u4f46\u8fd9\u4e0d\u662f HTTP \u534f\u8bae\u672c\u8eab\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5373\u4f7f\u4e0d\u7528 Spring AI\uff0c\u4f60\u4e5f\u53ef\u4ee5\u7528\u7eaf Java \u624b\u5199 JSON \u6765\u5b9e\u73b0 MCP Server\uff0c\u53ea\u662f\u66f4\u9ebb\u70e6\u3002MCP \u534f\u8bae\u7684\u4ef7\u503c\u5728\u4e8e\uff1a<strong>\u4e00\u65e6\u4f60\u7684Server\u5b9e\u73b0\u4e86MCP\u534f\u8bae\uff0c\u4efb\u4f55\u652f\u6301MCP\u7684Client\uff08ClaudeDesktop\u3001Cursor\u3001Python\u5ba2\u6237\u7aef\u7b49\uff09\u90fd\u80fd\u8c03\u7528\u4f60\u7684\u5de5\u5177\uff0c\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2aClient\u5199\u9002\u914d\u4ee3\u7801<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mcp\">MCP \u7684\u4f20\u8f93\u673a\u5236<\/h2>\n\n\n\n<p>MCP Client \u548c Server \u4e4b\u95f4\u600e\u4e48\u901a\u4fe1\uff1fMCP \u534f\u8bae\u5b9a\u4e49\u4e86\u4e24\u79cd\u4f20\u8f93\u65b9\u5f0f\uff1aStdio\uff08\u6807\u51c6\u8f93\u5165\u8f93\u51fa\uff09\u548c Streamable HTTP\uff08\u53ef\u6d41\u5f0f HTTP\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-stdio\">1. Stdio\uff08\u6807\u51c6\u8f93\u5165\u8f93\u51fa\uff09<\/h3>\n\n\n\n<p>Stdio \u662f\u6700\u7b80\u5355\u7684\u4f20\u8f93\u65b9\u5f0f\u3002MCP Server \u4f5c\u4e3a\u672c\u5730\u5b50\u8fdb\u7a0b\u8fd0\u884c\uff0cClient \u901a\u8fc7\u64cd\u4f5c\u7cfb\u7edf\u7684\u6807\u51c6\u8f93\u5165\uff08stdin\uff09\u548c\u6807\u51c6\u8f93\u51fa\uff08stdout\uff09\u548c Server \u901a\u4fe1\u3002<\/p>\n\n\n\n<p>\u6253\u4e2a\u6bd4\u65b9\uff1a\u4f60\u5728\u7ec8\u7aef\u91cc\u8fd0\u884c <code>grep \"error\" log.txt<\/code>\uff0c\u4f60\u6572\u7684\u547d\u4ee4\u662f\u8f93\u5165\uff08stdin\uff09\uff0cgrep \u6253\u5370\u51fa\u6765\u7684\u7ed3\u679c\u662f\u8f93\u51fa\uff08stdout\uff09\u3002MCP \u7684 Stdio \u4f20\u8f93\u5c31\u662f\u8fd9\u4e2a\u539f\u7406\uff1aClient \u542f\u52a8 Server \u8fdb\u7a0b\uff0c\u5f80 Server \u7684 stdin \u5199\u8bf7\u6c42\uff08JSON \u683c\u5f0f\uff09\uff0cServer \u4ece stdout \u8fd4\u56de\u7ed3\u679c\uff08\u4e5f\u662f JSON \u683c\u5f0f\uff09\u3002\u6574\u4e2a\u8fc7\u7a0b\u5c31\u50cf\u4f60\u5728\u548c\u4e00\u4e2a\u547d\u4ee4\u884c\u7a0b\u5e8f\u5bf9\u8bdd\uff0c\u53ea\u4e0d\u8fc7\u5bf9\u8bdd\u5185\u5bb9\u662f\u7ed3\u6784\u5316\u7684 JSON \u6570\u636e\u3002<\/p>\n\n\n\n<p>\u901a\u4fe1\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>1.Client \u542f\u52a8 Server \u8fdb\u7a0b\uff08\u6bd4\u5982 <code>java -jar mcp-server.jar<\/code>\uff09<\/li>\n\n\n\n<li>2.Client \u5f80 Server \u7684 stdin \u5199\u5165 JSON-RPC \u8bf7\u6c42<\/li>\n\n\n\n<li>3.Server \u4ece stdin \u8bfb\u53d6\u8bf7\u6c42\uff0c\u6267\u884c\u5de5\u5177\uff0c\u628a\u7ed3\u679c\u4ee5 JSON-RPC \u683c\u5f0f\u5199\u5165 stdout<\/li>\n\n\n\n<li>4.Client \u4ece Server \u7684 stdout \u8bfb\u53d6\u54cd\u5e94<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>JSON-RPC \u662f\u4e00\u79cd\u8f7b\u91cf\u7ea7\u7684\u8fdc\u7a0b\u8fc7\u7a0b\u8c03\u7528\u534f\u8bae\uff0c\u7528 JSON \u683c\u5f0f\u4f20\u8f93\u8bf7\u6c42\u548c\u54cd\u5e94\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u4e3a\u7528 JSON \u683c\u5f0f\u7ea6\u5b9a\u597d\u8bf7\u6c42\u548c\u54cd\u5e94\u7684\u7ed3\u6784\uff0c\u548c RESTful API \u7c7b\u4f3c\uff0c\u4f46\u66f4\u7b80\u5355\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>Stdio \u7684\u4f18\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b80\u5355\uff0c\u4e0d\u9700\u8981\u7f51\u7edc\u914d\u7f6e\uff0c\u4e0d\u66b4\u9732\u7aef\u53e3<\/li>\n\n\n\n<li>\u5b89\u5168\uff0c\u901a\u4fe1\u53ea\u5728\u672c\u5730\u8fdb\u7a0b\u4e4b\u95f4\uff0c\u4e0d\u7ecf\u8fc7\u7f51\u7edc<\/li>\n\n\n\n<li>\u9002\u5408\u672c\u5730\u5de5\u5177\uff08\u6587\u4ef6\u64cd\u4f5c\u3001\u672c\u5730\u6570\u636e\u5e93\u67e5\u8be2\u3001\u547d\u4ee4\u884c\u5de5\u5177\uff09<\/li>\n<\/ul>\n\n\n\n<p>Stdio \u7684\u7f3a\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ea\u80fd\u672c\u5730\u8c03\u7528\uff0c\u4e0d\u652f\u6301\u8fdc\u7a0b\u8bbf\u95ee<\/li>\n\n\n\n<li>Server \u548c Client \u5fc5\u987b\u5728\u540c\u4e00\u53f0\u673a\u5668\u4e0a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-streamable-http-http\">2. Streamable HTTP\uff08\u53ef\u6d41\u5f0f HTTP\uff09<\/h3>\n\n\n\n<p>Streamable HTTP \u662f MCP \u534f\u8bae\u5728 2025 \u5e74 3 \u6708\u5f15\u5165\u7684\u4f20\u8f93\u65b9\u5f0f\uff08\u66ff\u4ee3\u4e86\u65e9\u671f\u7684 HTTP+SSE \u65b9\u6848\uff09\u3002MCP Server \u4f5c\u4e3a HTTP \u670d\u52a1\u8fd0\u884c\uff0cClient \u901a\u8fc7 HTTP \u8bf7\u6c42\u8c03\u7528\u3002<\/p>\n\n\n\n<p>\u901a\u4fe1\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>1.Server \u542f\u52a8 HTTP \u670d\u52a1\uff0c\u76d1\u542c\u67d0\u4e2a\u7aef\u53e3\uff08\u6bd4\u5982 <code>http:\/\/localhost:8080<\/code>\uff09<\/li>\n\n\n\n<li>2.Client \u5411 Server \u53d1\u9001 HTTP POST \u8bf7\u6c42\uff08JSON-RPC \u683c\u5f0f\uff09<\/li>\n\n\n\n<li>3.Server \u5904\u7406\u8bf7\u6c42\uff0c\u8fd4\u56de HTTP \u54cd\u5e94<\/li>\n\n\n\n<li>4.\u5982\u679c\u9700\u8981\u6d41\u5f0f\u8fd4\u56de\uff08\u6bd4\u5982\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u5de5\u5177\uff09\uff0cServer \u901a\u8fc7 SSE\uff08Server-Sent Events\uff09\u63a8\u9001\u589e\u91cf\u7ed3\u679c<\/li>\n<\/ol>\n\n\n\n<p>Streamable HTTP \u7684\u4f18\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u6301\u8fdc\u7a0b\u8bbf\u95ee\uff0cServer \u53ef\u4ee5\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9<\/li>\n\n\n\n<li>\u652f\u6301\u56e2\u961f\u5171\u4eab\uff0c\u591a\u4e2a Client \u53ef\u4ee5\u8fde\u63a5\u540c\u4e00\u4e2a Server<\/li>\n\n\n\n<li>\u652f\u6301\u6d41\u5f0f\u54cd\u5e94\uff08SSE\uff09\uff0c\u9002\u5408\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u5de5\u5177<\/li>\n\n\n\n<li>\u53ef\u4ee5\u5229\u7528 HTTP \u751f\u6001\u7684\u8ba4\u8bc1\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u76d1\u63a7\u7b49\u57fa\u7840\u8bbe\u65bd<\/li>\n<\/ul>\n\n\n\n<p>Streamable HTTP \u7684\u7f3a\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u7f51\u7edc\u914d\u7f6e\uff08\u7aef\u53e3\u3001\u9632\u706b\u5899\u3001HTTPS\uff09<\/li>\n\n\n\n<li>\u76f8\u6bd4 Stdio \u591a\u4e86\u7f51\u7edc\u5f00\u9500<\/li>\n<\/ul>\n\n\n\n<p><strong>\u672c\u5730\u5f00\u53d1\u548c\u4e2a\u4eba\u5de5\u5177\u7528 Stdio\uff0c\u56e2\u961f\u5171\u4eab\u548c\u751f\u4ea7\u73af\u5883\u7528 Streamable HTTP\u3002\u4f01\u4e1a\u7ea7\u9879\u76ee\u57fa\u672c\u4e0a\u90fd\u662f\u540e\u8005\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"java-mcp-server\">Java \u5b9e\u6218\uff1a\u642d\u5efa\u4e00\u4e2a MCP Server<\/h2>\n\n\n\n<p>\u5ef6\u7eed\u524d\u51e0\u7bc7\u7684\u4f01\u4e1a\u77e5\u8bc6\u5e93\u52a9\u624b\u573a\u666f\uff0c\u6211\u4eec\u7528 Spring AI MCP Server \u6846\u67b6\u642d\u5efa\u4e00\u4e2a MCP Server\uff0c\u63d0\u4f9b\u4e24\u4e2a\u5de5\u5177\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>getUserAnnualLeave<\/code>\uff1a\u67e5\u8be2\u7528\u6237\u5e74\u5047\u4f59\u989d<\/li>\n\n\n\n<li><code>getOrderStatus<\/code>\uff1a\u67e5\u8be2\u8ba2\u5355\u72b6\u6001<\/li>\n<\/ul>\n\n\n\n<p>\u642d\u5efa\u5b8c\u6210\u540e\uff0c\u8fd9\u4e2a MCP Server \u53ef\u4ee5\u88ab Claude Desktop\u3001Cursor \u7b49\u4efb\u4f55\u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef\u76f4\u63a5\u8c03\u7528\u3002<\/p>\n\n\n\n<p>Spring AI \u4ece 1.0 \u7248\u672c\u5f00\u59cb\u63d0\u4f9b\u4e86 MCP Server \u7684 Boot Starter\uff0c\u5f00\u7bb1\u5373\u7528\u3002\u9009 Spring AI \u7684\u7406\u7531\u5f88\u7b80\u5355\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Java \u751f\u6001\uff0c\u548c\u73b0\u6709\u7684 Spring Boot \u9879\u76ee\u65e0\u7f1d\u96c6\u6210<\/li>\n\n\n\n<li>\u7528 <code>@Tool<\/code> \u6ce8\u89e3\u5b9a\u4e49\u5de5\u5177\uff0c\u4e0d\u7528\u624b\u5199 JSON Schema<\/li>\n\n\n\n<li>\u540c\u65f6\u652f\u6301 Stdio \u548c Streamable HTTP \u4e24\u79cd\u4f20\u8f93\u65b9\u5f0f<\/li>\n\n\n\n<li>\u793e\u533a\u6d3b\u8dc3\uff0c\u6587\u6863\u5b8c\u5584<\/li>\n<\/ul>\n\n\n\n<p>Spring AI MCP Server \u63d0\u4f9b\u4e86\u4e09\u4e2a Starter\uff0c\u6839\u636e\u4f20\u8f93\u65b9\u5f0f\u9009\u62e9\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\">Starter<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4f20\u8f93\u65b9\u5f0f<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u9002\u7528\u573a\u666f<\/th><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><code>spring-ai-starter-mcp-server<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">Stdio<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u672c\u5730\u5de5\u5177\uff0c\u88ab Claude Desktop \/ Cursor \u8c03\u7528<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><code>spring-ai-starter-mcp-server-webmvc<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">Streamable HTTP\uff08\u57fa\u4e8e Spring MVC\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u8fdc\u7a0b\u5de5\u5177\uff0c\u56e2\u961f\u5171\u4eab<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><code>spring-ai-starter-mcp-server-webflux<\/code><\/td><td class=\"has-text-align-left\" data-align=\"left\">Streamable HTTP\uff08\u57fa\u4e8e WebFlux\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u8fdc\u7a0b\u5de5\u5177\uff0c\u54cd\u5e94\u5f0f\u7f16\u7a0b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u672c\u7bc7\u5148\u7528 Stdio \u65b9\u5f0f\u6f14\u793a\uff08\u6700\u7b80\u5355\uff0c\u80fd\u76f4\u63a5\u88ab Claude Desktop \u8c03\u7528\uff09\uff0c\u540e\u9762\u518d\u4ecb\u7ecd HTTP \u65b9\u5f0f\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-maven\">Maven \u4f9d\u8d56<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6ce8\u610f\uff1a<code>spring-ai-starter-mcp-server<\/code> \u662f Stdio \u4f20\u8f93\u65b9\u5f0f\u7684 Starter\u3002\u5982\u679c\u4f60\u9700\u8981 HTTP \u4f20\u8f93\uff0c\u6362\u6210 <code>spring-ai-starter-mcp-server-webmvc<\/code>\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4\">4. \u5b9a\u4e49\u5de5\u5177<\/h3>\n\n\n\n<p>\u8fd9\u662f MCP \u76f8\u6bd4 Function Call \u6700\u723d\u7684\u5730\u65b9\u2014\u2014\u7528 <code>@Tool<\/code> \u6ce8\u89e3\u5b9a\u4e49\u5de5\u5177\uff0c\u53c2\u6570\u7528 <code>@ToolParam<\/code> \u6ce8\u89e3\u63cf\u8ff0\uff0c\u6846\u67b6\u81ea\u52a8\u751f\u6210\u5de5\u5177\u7684 JSON Schema\u3002<\/p>\n\n\n\n<p>\u521b\u5efa\u4e00\u4e2a\u5de5\u5177\u7c7b <code>EnterpriseTools.java<\/code>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>packagecom.nageoffer.ai.mcp.tools;importorg.springframework.ai.tool.annotation.Tool;importorg.springframework.ai.tool.annotation.ToolParam;importorg.springframework.stereotype.Service;\/**\n * \u4f01\u4e1a\u77e5\u8bc6\u5e93\u52a9\u624b\u5de5\u5177\u96c6\n * \u6bcf\u4e2a @Tool \u65b9\u6cd5\u4f1a\u81ea\u52a8\u6ce8\u518c\u4e3a\u4e00\u4e2a MCP \u5de5\u5177\n *\/@ServicepublicclassEnterpriseTools{\/**\n     * \u67e5\u8be2\u7528\u6237\u5e74\u5047\u4f59\u989d\n     *\/@Tool(description =\"\u67e5\u8be2\u7528\u6237\u7684\u5e74\u5047\u4f59\u989d\uff0c\u5305\u62ec\u603b\u5929\u6570\u3001\u5df2\u4f7f\u7528\u5929\u6570\u3001\u5269\u4f59\u5929\u6570\u3002\u5f53\u7528\u6237\u8be2\u95ee\u5e74\u5047\u3001\u5047\u671f\u4f59\u989d\u3001\u8fd8\u6709\u591a\u5c11\u5929\u5047\u7b49\u95ee\u9898\u65f6\u4f7f\u7528\u6b64\u5de5\u5177\u3002\")publicStringgetUserAnnualLeave(@ToolParam(description =\"\u7528\u6237 ID\uff0c\u4f8b\u5982 user_12345\")String userId){\/\/ \u5b9e\u9645\u9879\u76ee\u4e2d\u8fd9\u91cc\u8c03\u7528 HR \u7cfb\u7edf API\/\/ \u8fd9\u91cc\u7528 mock \u6570\u636e\u6f14\u793areturnString.format(\"\"\"\n                {\n                    \"userId\": \"%s\",\n                    \"remainingDays\": 5,\n                    \"totalDays\": 10,\n                    \"usedDays\": 5,\n                    \"year\": 2026\n                }\n                \"\"\", userId);}\/**\n     * \u67e5\u8be2\u8ba2\u5355\u72b6\u6001\n     *\/@Tool(description =\"\u67e5\u8be2\u8ba2\u5355\u7684\u7269\u6d41\u72b6\u6001\u548c\u8be6\u7ec6\u4fe1\u606f\u3002\u5f53\u7528\u6237\u8be2\u95ee\u8ba2\u5355\u72b6\u6001\u3001\u7269\u6d41\u8fdb\u5ea6\u3001\u5feb\u9012\u5230\u54ea\u4e86\u7b49\u95ee\u9898\u65f6\u4f7f\u7528\u6b64\u5de5\u5177\u3002\")publicStringgetOrderStatus(@ToolParam(description =\"\u8ba2\u5355\u53f7\uff0c\u4f8b\u5982 ORD-12345\")String orderId){\/\/ \u5b9e\u9645\u9879\u76ee\u4e2d\u8fd9\u91cc\u8c03\u7528\u8ba2\u5355\u7cfb\u7edf APIreturnString.format(\"\"\"\n                {\n                    \"orderId\": \"%s\",\n                    \"status\": \"\u8fd0\u8f93\u4e2d\",\n                    \"location\": \"\u5317\u4eac\u5e02\u671d\u9633\u533a\u5206\u62e8\u4e2d\u5fc3\",\n                    \"estimatedDelivery\": \"2026-03-01\",\n                    \"carrier\": \"\u987a\u4e30\u901f\u8fd0\",\n                    \"trackingNumber\": \"SF1234567890\"\n                }\n                \"\"\", orderId);}}<\/code><\/pre>\n\n\n\n<p>\u5bf9\u6bd4\u4e00\u4e0b Function Call \u91cc\u5b9a\u4e49\u540c\u6837\u4e24\u4e2a\u5de5\u5177\u9700\u8981\u591a\u5c11\u4ee3\u7801\u2014\u2014\u4e0a\u4e00\u7bc7\u7684 <code>callModelWithTools<\/code> \u65b9\u6cd5\u91cc\uff0c\u5149\u6784\u5efa JSON Schema \u5c31\u5199\u4e86 40 \u591a\u884c\u3002MCP \u91cc\u53ea\u9700\u8981\u4e24\u4e2a\u65b9\u6cd5\u52a0\u6ce8\u89e3\uff0c\u6e05\u723d\u591a\u4e86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"5-mcp-server\">5. \u6ce8\u518c\u5de5\u5177\u5230 MCP Server<\/h3>\n\n\n\n<p>\u521b\u5efa\u914d\u7f6e\u7c7b\uff0c\u628a\u5de5\u5177\u6ce8\u518c\u5230 MCP Server\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>packagecom.nageoffer.ai.mcp.config;importcom.nageoffer.ai.mcp.tools.EnterpriseTools;importorg.springframework.ai.tool.ToolCallbackProvider;importorg.springframework.ai.tool.method.MethodToolCallbackProvider;importorg.springframework.context.annotation.Bean;importorg.springframework.context.annotation.Configuration;@ConfigurationpublicclassMcpServerConfig{\/**\n     * \u6ce8\u518c\u5de5\u5177\u63d0\u4f9b\u8005\n     * MethodToolCallbackProvider \u4f1a\u626b\u63cf EnterpriseTools \u4e2d\u6240\u6709 @Tool \u6ce8\u89e3\u7684\u65b9\u6cd5\uff0c\n     * \u81ea\u52a8\u6ce8\u518c\u4e3a MCP \u5de5\u5177\n     *\/@BeanpublicToolCallbackProviderenterpriseToolProvider(EnterpriseTools enterpriseTools){returnMethodToolCallbackProvider.builder().toolObjects(enterpriseTools).build();}}<\/code><\/pre>\n\n\n\n<p><code>MethodToolCallbackProvider<\/code> \u4f1a\u81ea\u52a8\u626b\u63cf <code>EnterpriseTools<\/code> \u7c7b\u4e2d\u6240\u6709\u5e26 <code>@Tool<\/code> \u6ce8\u89e3\u7684\u65b9\u6cd5\uff0c\u63d0\u53d6\u65b9\u6cd5\u540d\u4f5c\u4e3a\u5de5\u5177\u540d\u3001<code>description<\/code> \u4f5c\u4e3a\u5de5\u5177\u63cf\u8ff0\u3001\u65b9\u6cd5\u53c2\u6570\u548c <code>@ToolParam<\/code> \u6ce8\u89e3\u4f5c\u4e3a\u53c2\u6570\u5b9a\u4e49\uff0c\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u7684\u5de5\u5177\u5143\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"6-mcp-server\">6. \u914d\u7f6e MCP Server<\/h3>\n\n\n\n<p><code>application.yml<\/code> \u914d\u7f6e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>spring:ai:mcp:server:name: enterprise-assistant\n        version: 1.0.0\n        type: SYNC\n  main:web-application-type: none\n    banner-mode: off\n\nlogging:file:name: .\/logs\/mcp-server.log\n  level:root: OFF<\/code><\/pre>\n\n\n\n<p>\u51e0\u4e2a\u5173\u952e\u914d\u7f6e\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>spring.ai.mcp.server.name<\/code>\uff1aServer \u540d\u79f0\uff0cClient \u8fde\u63a5\u65f6\u4f1a\u770b\u5230\u8fd9\u4e2a\u540d\u5b57<\/li>\n\n\n\n<li><code>spring.ai.mcp.server.version<\/code>\uff1aServer \u7248\u672c\u53f7<\/li>\n\n\n\n<li><code>spring.ai.mcp.server.type<\/code>\uff1a\u5de5\u5177\u6267\u884c\u6a21\u5f0f\uff0c<code>SYNC<\/code>\uff08\u540c\u6b65\uff09\u6216 <code>ASYNC<\/code>\uff08\u5f02\u6b65\uff09<\/li>\n\n\n\n<li><code>spring.main.web-application-type: none<\/code>\uff1aStdio \u6a21\u5f0f\u4e0d\u9700\u8981 Web \u5bb9\u5668<\/li>\n\n\n\n<li><code>spring.main.banner-mode: off<\/code>\uff1a\u5173\u95ed Spring Boot \u542f\u52a8 banner\uff0c\u907f\u514d banner \u8f93\u51fa\u5230 stdout \u5e72\u6270 MCP \u901a\u4fe1<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Stdio \u6a21\u5f0f\u4e0b\uff0cstdout \u662f MCP \u534f\u8bae\u7684\u901a\u4fe1\u901a\u9053\uff0c\u4efb\u4f55\u975e\u534f\u8bae\u5185\u5bb9\uff08banner\u3001\u65e5\u5fd7\uff09\u8f93\u51fa\u5230 stdout \u90fd\u4f1a\u5bfc\u81f4\u901a\u4fe1\u5931\u8d25\u3002\u8fd9\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u5751\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"7\">7. \u542f\u52a8\u7c7b<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>packagecom.nageoffer.ai.mcp;importorg.springframework.boot.SpringApplication;importorg.springframework.boot.autoconfigure.SpringBootApplication;@SpringBootApplicationpublicclassMcpServerApplication{publicstaticvoidmain(String&#91;] args){SpringApplication.run(McpServerApplication.class, args);}}<\/code><\/pre>\n\n\n\n<p>\u9879\u76ee\u7ed3\u6784\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>mcp-server-demo\/\n\u251c\u2500\u2500 pom.xml\n\u2514\u2500\u2500 src\/main\/\n    \u251c\u2500\u2500 java\/com\/nageoffer\/ai\/mcp\/\n    \u2502   \u251c\u2500\u2500 McpServerApplication.java\n    \u2502   \u251c\u2500\u2500 config\/\n    \u2502   \u2502   \u2514\u2500\u2500 McpServerConfig.java\n    \u2502   \u2514\u2500\u2500 tools\/\n    \u2502       \u2514\u2500\u2500 EnterpriseTools.java\n    \u2514\u2500\u2500 resources\/\n        \u2514\u2500\u2500 application.yml<\/code><\/pre>\n\n\n\n<p>\u5148\u7528 Maven \u6253\u5305\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>mvn clean package -DskipTests<\/code><\/pre>\n\n\n\n<p>\u6253\u5305\u5b8c\u6210\u540e\uff0c\u5728 <code>target<\/code> \u76ee\u5f55\u4e0b\u4f1a\u751f\u6210 <code>mcp-server-demo-1.0.0.jar<\/code>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"8-mcp\">8. \u6d4b\u8bd5\uff1a\u7528 MCP \u5ba2\u6237\u7aef\u8c03\u7528<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"8-1-cursor\">8.1 \u5728 Cursor \u4e2d\u914d\u7f6e<\/h4>\n\n\n\n<p>\u6253\u5f00 Cursor \u7684 MCP \u914d\u7f6e\uff08Settings \u2192 Tools &amp; MCP\uff09\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"561\" src=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267644-image-1024x561.png\" alt=\"\" class=\"wp-image-1901\" srcset=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267644-image-1024x561.png 1024w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267644-image-300x164.png 300w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267644-image-768x421.png 768w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267644-image.png 1192w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u82e5\u679c\u662fSpringAI1.1+\u7248\u672c\u5c31\u53ef\u4ee5\u4f7f\u7528\/mcp\uff0c\u9879\u76ee\u4e2d\u9a6c\u54e5\u7684SpringAI\u7248\u672c\u6bd4\u8f83\u65e9\uff0c\u800c\u4e14\u652f\u6301MCP\u7684springAI\u7248\u672c\u662f\u57281.1.0-M1\u7248\u672c\u3002\u914d\u7f6ecusor\u7684mcp server\u4fe1\u606f\u65f6\u5f97\u7528\uff1a \"url\": \"http:\/\/localhost:8080\/sse\"<\/strong><\/p>\n\n\n\n<p>\u6dfb\u52a0\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\"mcpServers\":{\"enterprise-assistant\":{\"command\":\"java\",\"args\":&#91;\"-jar\",\"\/path\/to\/mcp-server-demo-1.0.0.jar\"]}}}<\/code><\/pre>\n\n\n\n<p>\u628a <code>\/path\/to\/<\/code> \u66ff\u6362\u6210\u4f60\u7684 jar \u5305\u5b9e\u9645\u8def\u5f84\u3002<\/p>\n\n\n\n<p>\u54b1\u4eec MCP Demo \u9879\u76ee\u7528\u7684 JDK17\uff0c\u5982\u679c\u4f60\u7684\u7535\u8111\u9ed8\u8ba4\u4e0d\u662f JDK17\uff0c\u9700\u8981\u5c06 command \u8bbe\u7f6e\u4e3a Java \u7684\u7edd\u5bf9\u8def\u5f84\u3002\u6211\u7684\u9ed8\u8ba4 JDK \u5c31\u4e0d\u662f 17\uff0c\u6240\u4ee5\u9700\u8981\u8c03\u6574\u4e0b\uff0c\u6bd4\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\"mcpServers\":{\"enterprise-assistant\":{\"command\":\"\/Library\/Java\/JavaVirtualMachines\/zulu-17.jdk\/Contents\/Home\/bin\/java\",\"args\":&#91;\"-jar\",\"\/path\/to\/mcp-server-demo-1.0.0.jar\"],\"env\":{\"JAVA_HOME\":\"\/Library\/Java\/JavaVirtualMachines\/zulu-17.jdk\/Contents\/Home\"}}}}<\/code><\/pre>\n\n\n\n<p>\u5728\u5bf9\u8bdd\u6846\u91cc\u8fdb\u884c\u95ee\u7b54\uff0cCursor \u4f1a\u81ea\u52a8\u8c03\u7528\u4f60\u7684 MCP Server \u67e5\u8be2\u5e74\u5047\u4f59\u989d\u548c\u8ba2\u5355\u72b6\u6001\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"913\" src=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267656-image-1024x913.png\" alt=\"\" class=\"wp-image-1902\" srcset=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267656-image-1024x913.png 1024w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267656-image-300x268.png 300w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267656-image-768x685.png 768w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267656-image.png 1184w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u56e0\u4e3a\u662f\u4e2a Demo \u7684 MCP \u793a\u4f8b\uff0c\u6240\u4ee5\u95ee\u9898\u6709\u70b9\u5446\uff0c\u9700\u8981\u7528\u6237\u63d0\u793a\u8bcd\u81ea\u5df1\u628a\u8d26\u53f7\u548c\u8ba2\u5355\u53f7\u5e26\u8fdb\u53bb\u3002\u5e38\u89c4\u4e0a\u80af\u5b9a\u662f\u7a0b\u5e8f\u91cc\u81ea\u52a8\u5e26\u5165\uff0c\u5927\u5bb6\u5ffd\u7565\u5373\u53ef\u3002<\/p>\n<\/blockquote>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"8-2-streamable-http\">8.2 \u4f7f\u7528 Streamable HTTP \u65b9\u5f0f<\/h4>\n\n\n\n<p>\u5982\u679c\u4f60\u60f3\u8ba9 MCP Server \u4ee5 HTTP \u670d\u52a1\u7684\u65b9\u5f0f\u8fd0\u884c\uff08\u652f\u6301\u8fdc\u7a0b\u8bbf\u95ee\u3001\u591a\u5ba2\u6237\u7aef\u5171\u7528\uff09\uff0c\u53ea\u9700\u8981\u505a\u4e24\u4e2a\u6539\u52a8\uff1a<\/p>\n\n\n\n<p>\u7b2c\u4e00\u6b65\uff0c\u628a Maven \u4f9d\u8d56\u6362\u6210 WebMVC \u7248\u672c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&lt;dependency&gt;&lt;groupId&gt;org.springframework.ai&lt;\/groupId&gt;&lt;artifactId&gt;spring-ai-starter-mcp-server-webmvc&lt;\/artifactId&gt;&lt;version&gt;${spring-ai.version}&lt;\/version&gt;&lt;\/dependency&gt;<\/code><\/pre>\n\n\n\n<p>\u7b2c\u4e8c\u6b65\uff0c\u4fee\u6539 <code>application.yml<\/code>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>spring:ai:mcp:server:name: enterprise-assistant\n        version: 1.0.0\n        type: SYNC\n\nserver:port:8080<\/code><\/pre>\n\n\n\n<p>\u542f\u52a8\u540e\uff0cMCP Server \u4f1a\u5728 <code>http:\/\/localhost:8080<\/code> \u4e0a\u76d1\u542c\u3002Client \u914d\u7f6e\u6539\u4e3a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{\"mcpServers\":{\"enterprise-assistant\":{\"url\":\"http:\/\/localhost:8080\/mcp\"}}}<\/code><\/pre>\n\n\n\n<p>\u5de5\u5177\u4ee3\u7801\u548c\u914d\u7f6e\u7c7b\u5b8c\u5168\u4e0d\u7528\u6539\uff0c\u53ea\u662f\u4f20\u8f93\u65b9\u5f0f\u4ece Stdio \u53d8\u6210\u4e86 HTTP\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"9-function-call-vs-mcp-spring-ai\">9. \u5bf9\u6bd4\uff1aFunction Call vs MCP + Spring AI \u7684\u4ee3\u7801\u91cf<\/h3>\n\n\n\n<p>\u540c\u6837\u5b9e\u73b0\u67e5\u5e74\u5047\u548c\u67e5\u8ba2\u5355\u4e24\u4e2a\u5de5\u5177\uff0c\u5bf9\u6bd4\u4e00\u4e0b\u4e24\u79cd\u65b9\u5f0f\u7684\u4ee3\u7801\u91cf\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\">\u5bf9\u6bd4\u9879<\/th><th class=\"has-text-align-left\" data-align=\"left\">Function Call\uff08\u4e0a\u4e00\u7bc7\uff09<\/th><th class=\"has-text-align-left\" data-align=\"left\">MCP + Spring AI\uff08\u672c\u7bc7\uff09<\/th><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u5177\u5b9a\u4e49<\/td><td class=\"has-text-align-left\" data-align=\"left\">40+ \u884c JSON Schema \u6784\u5efa\u4ee3\u7801<\/td><td class=\"has-text-align-left\" data-align=\"left\">2 \u4e2a <code>@Tool<\/code> \u6ce8\u89e3\u65b9\u6cd5<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5de5\u5177\u8def\u7531<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u624b\u5199 if-else \u6216\u7b56\u7565\u6a21\u5f0f<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6846\u67b6\u81ea\u52a8\u8def\u7531<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u534f\u8bae\u5904\u7406<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u624b\u5199 HTTP \u8bf7\u6c42\u3001\u89e3\u6790 tool_calls\u3001\u6784\u5efa\u7b2c\u4e8c\u8f6e\u6d88\u606f<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u6846\u67b6\u81ea\u52a8\u5904\u7406<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u65b0\u589e\u5de5\u5177<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u52a0 JSON Schema + \u52a0\u8def\u7531 + \u6539\u4ee3\u7801 + \u91cd\u65b0\u90e8\u7f72<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u52a0\u4e00\u4e2a <code>@Tool<\/code> \u65b9\u6cd5 + \u91cd\u65b0\u90e8\u7f72<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5ba2\u6237\u7aef\u9002\u914d<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u53ea\u80fd\u88ab\u4f60\u81ea\u5df1\u7684\u4ee3\u7801\u8c03\u7528<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u4efb\u4f55 MCP \u5ba2\u6237\u7aef\u90fd\u80fd\u8c03\u7528<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u603b\u4ee3\u7801\u91cf<\/td><td class=\"has-text-align-left\" data-align=\"left\">~200 \u884c\uff08\u542b JSON Schema \u6784\u5efa\uff09<\/td><td class=\"has-text-align-left\" data-align=\"left\">~60 \u884c\uff08\u542b\u5de5\u5177\u5b9e\u73b0\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4ee3\u7801\u91cf\u51cf\u5c11\u4e86 70%\uff0c\u800c\u4e14\u65b0\u589e\u5de5\u5177\u53ea\u9700\u8981\u52a0\u4e00\u4e2a\u65b9\u6cd5\uff0c\u4e0d\u7528\u6539\u4efb\u4f55\u6846\u67b6\u4ee3\u7801\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u8bf4\u660e\uff1a\u8fd9\u91cc\u5bf9\u6bd4\u7684\u662f\u7eaf Function Call \u5b9e\u73b0 vs MCP \u534f\u8bae + Spring AI \u6846\u67b6\u5b9e\u73b0\u3002\u4ee3\u7801\u91cf\u7684\u51cf\u5c11\u4e3b\u8981\u6765\u81ea Spring AI \u6846\u67b6\u7684\u4fbf\u5229\u6027\u5c01\u88c5\uff08\u6ce8\u89e3\u3001\u81ea\u52a8\u8def\u7531\u7b49\uff09\u3002MCP \u534f\u8bae\u672c\u8eab\u5e26\u6765\u7684\u6838\u5fc3\u4ef7\u503c\u662f\u6700\u540e\u4e00\u884c\u5ba2\u6237\u7aef\u9002\u914d\u2014\u2014\u4e00\u65e6\u4f60\u7684\u5de5\u5177\u5b9e\u73b0\u4e86 MCP \u534f\u8bae\uff0c\u4efb\u4f55\u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef\u90fd\u80fd\u8c03\u7528\uff0c\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u7aef\u5199\u9002\u914d\u4ee3\u7801\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mcp-rag\">MCP \u5728 RAG \u7cfb\u7edf\u4e2d\u7684\u5e94\u7528<\/h2>\n\n\n\n<p>\u8bb2\u5b8c\u4e86 MCP \u7684\u539f\u7406\u548c\u5b9e\u6218\uff0c\u56de\u5230\u6211\u4eec\u7684\u4e3b\u7ebf\u2014\u2014RAG \u7cfb\u7edf\u3002MCP \u5728 RAG \u7cfb\u7edf\u4e2d\u80fd\u53d1\u6325\u4ec0\u4e48\u4f5c\u7528\uff1f<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-mcp\">1. \u77e5\u8bc6\u68c0\u7d22\u4f5c\u4e3a MCP \u5de5\u5177<\/h3>\n\n\n\n<p>\u4e0a\u4e00\u7bc7\u8bb2 Function Call \u5728 RAG \u4e2d\u7684\u5e94\u7528\u65f6\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a <code>searchKnowledgeBase<\/code> \u5de5\u5177\uff0c\u8ba9\u6a21\u578b\u81ea\u52a8\u5224\u65ad\u662f\u67e5\u77e5\u8bc6\u5e93\u8fd8\u662f\u8c03\u4e1a\u52a1\u5de5\u5177\u3002\u7528 MCP \u5b9e\u73b0\u540c\u6837\u7684\u80fd\u529b\uff0c\u53ea\u9700\u8981\u628a\u77e5\u8bc6\u68c0\u7d22\u5c01\u88c5\u6210\u4e00\u4e2a MCP \u5de5\u5177\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>@Tool(description =\"\u5728\u4f01\u4e1a\u77e5\u8bc6\u5e93\u4e2d\u641c\u7d22\u76f8\u5173\u6587\u6863\u3002\u5f53\u7528\u6237\u8be2\u95ee\u516c\u53f8\u5236\u5ea6\u3001\u4ea7\u54c1\u6587\u6863\u3001\u64cd\u4f5c\u6307\u5357\u7b49\u9759\u6001\u77e5\u8bc6\u65f6\u4f7f\u7528\u6b64\u5de5\u5177\u3002\")publicStringsearchKnowledgeBase(@ToolParam(description =\"\u641c\u7d22\u5173\u952e\u8bcd\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\")String query,@ToolParam(description =\"\u8fd4\u56de\u7ed3\u679c\u6570\u91cf\uff0c\u9ed8\u8ba4 5\")int topK){\/\/ \u8c03\u7528\u5411\u91cf\u6570\u636e\u5e93\u68c0\u7d22\/\/ \u5b9e\u9645\u9879\u76ee\u4e2d\u8fd9\u91cc\u6267\u884c Embedding \u2192 Milvus \u68c0\u7d22 \u2192 RerankingList&lt;Document&gt; results = ragService.search(query, topK);returnformatResults(results);}<\/code><\/pre>\n\n\n\n<p>\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\uff1a\u4f60\u7684\u77e5\u8bc6\u68c0\u7d22\u80fd\u529b\u4e0d\u518d\u5c40\u9650\u4e8e\u81ea\u5df1\u7684\u7cfb\u7edf\uff0c\u4efb\u4f55\u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef\u90fd\u80fd\u8c03\u7528\u4f60\u7684\u77e5\u8bc6\u5e93\u3002\u6bd4\u5982\u56e2\u961f\u6210\u5458\u5728 Cursor \u91cc\u5199\u4ee3\u7801\u65f6\uff0c\u53ef\u4ee5\u76f4\u63a5\u95ee\u516c\u53f8\u7684\u4ee3\u7801\u89c4\u8303\u662f\u4ec0\u4e48\uff0cCursor \u901a\u8fc7 MCP \u8c03\u7528\u4f60\u7684\u77e5\u8bc6\u5e93\u68c0\u7d22\u5de5\u5177\uff0c\u8fd4\u56de\u76f8\u5173\u6587\u6863\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2\">2. \u591a\u5de5\u5177\u7f16\u6392\uff1a\u77e5\u8bc6\u68c0\u7d22 + \u4e1a\u52a1\u5de5\u5177<\/h3>\n\n\n\n<p>MCP \u7684\u771f\u6b63\u5a01\u529b\u5728\u4e8e\u591a\u4e2a Server \u534f\u540c\u5de5\u4f5c\u3002\u5047\u8bbe\u7528\u6237\u95ee\u6211\u7684\u8ba2\u5355 #12345 \u80fd\u9000\u8d27\u5417\uff0c\u8fd9\u4e2a\u95ee\u9898\u9700\u8981\u4e24\u90e8\u5206\u4fe1\u606f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>1.\u8ba2\u5355\u7684\u5f53\u524d\u72b6\u6001\uff08\u9700\u8981\u8c03\u7528\u8ba2\u5355\u7cfb\u7edf\uff09<\/li>\n\n\n\n<li>2.\u9000\u8d27\u653f\u7b56\uff08\u9700\u8981\u68c0\u7d22\u77e5\u8bc6\u5e93\uff09<\/li>\n<\/ol>\n\n\n\n<p>\u5728 MCP \u67b6\u6784\u4e0b\uff0c\u8fd9\u4e24\u4e2a\u80fd\u529b\u53ef\u4ee5\u7531\u4e0d\u540c\u7684 MCP Server \u63d0\u4f9b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"949\" height=\"1024\" src=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267677-image-949x1024.png\" alt=\"\" class=\"wp-image-1903\" srcset=\"https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267677-image-949x1024.png 949w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267677-image-278x300.png 278w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267677-image-768x829.png 768w, https:\/\/eve2333.top\/wp-content\/uploads\/2026\/04\/1775267677-image.png 993w\" sizes=\"auto, (max-width: 949px) 100vw, 949px\" \/><\/figure>\n\n\n\n<p>\u6bcf\u4e2a MCP Server \u4e13\u6ce8\u505a\u4e00\u4ef6\u4e8b\uff08\u8ba2\u5355\u67e5\u8be2\u3001\u77e5\u8bc6\u68c0\u7d22\u3001HR \u67e5\u8be2\u2026\u2026\uff09\uff0cHost \u6839\u636e\u6a21\u578b\u7684\u5224\u65ad\uff0c\u5e76\u884c\u8c03\u7528\u591a\u4e2a Server\uff0c\u7efc\u5408\u7ed3\u679c\u751f\u6210\u7b54\u6848\u3002\u8fd9\u79cd\u67b6\u6784\u7684\u597d\u5904\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u804c\u8d23\u6e05\u6670<\/strong> \uff1a\u6bcf\u4e2a Server \u72ec\u7acb\u5f00\u53d1\u3001\u72ec\u7acb\u90e8\u7f72\u3001\u72ec\u7acb\u7ef4\u62a4<\/li>\n\n\n\n<li><strong>\u7075\u6d3b\u7ec4\u5408<\/strong> \uff1a\u65b0\u589e\u4e00\u4e2a\u80fd\u529b\u53ea\u9700\u8981\u90e8\u7f72\u4e00\u4e2a\u65b0\u7684 MCP Server\uff0c\u4e0d\u7528\u6539\u73b0\u6709\u4ee3\u7801<\/li>\n\n\n\n<li><strong>\u56e2\u961f\u534f\u4f5c<\/strong> \uff1a\u4e0d\u540c\u56e2\u961f\u5404\u81ea\u7ef4\u62a4\u81ea\u5df1\u7684 MCP Server\uff0c\u901a\u8fc7\u534f\u8bae\u4e92\u901a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-ragent-mcp\">3. \u4f01\u4e1a\u7ea7\u573a\u666f\uff1aRagent \u4e2d\u7684 MCP \u5b9e\u8df5<\/h3>\n\n\n\n<p>\u5728\u6211\u4eec\u7684 Ragent \u9879\u76ee\uff08\u4f01\u4e1a\u7ea7 RAG \u667a\u80fd\u4f53\u5e73\u53f0\uff09\u4e2d\uff0cMCP \u88ab\u7528\u6765\u7ba1\u7406\u6240\u6709\u7684\u5916\u90e8\u5de5\u5177\u8c03\u7528\u3002\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u67b6\u6784\u601d\u8def\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MCPToolRegistry<\/strong> \uff1a\u5de5\u5177\u6ce8\u518c\u8868\uff0c\u7ba1\u7406\u6240\u6709\u5df2\u6ce8\u518c\u7684 MCP Server \u548c\u5de5\u5177<\/li>\n\n\n\n<li><strong>MCPToolExecutor<\/strong> \uff1a\u5de5\u5177\u6267\u884c\u5668\uff0c\u8d1f\u8d23\u6839\u636e\u6a21\u578b\u7684 <code>tool_calls<\/code> \u8def\u7531\u5230\u5bf9\u5e94\u7684 MCP Server \u5e76\u6267\u884c<\/li>\n\n\n\n<li><strong>\u81ea\u52a8\u53d1\u73b0\u673a\u5236<\/strong> \uff1a\u7cfb\u7edf\u542f\u52a8\u65f6\u81ea\u52a8\u8fde\u63a5\u914d\u7f6e\u7684 MCP Server\uff0c\u83b7\u53d6\u5de5\u5177\u5217\u8868\uff0c\u6ce8\u518c\u5230\u5de5\u5177\u6ce8\u518c\u8868<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u67b6\u6784\u8ba9 Ragent \u53ef\u4ee5\u7075\u6d3b\u63a5\u5165\u5404\u79cd\u5916\u90e8\u5de5\u5177\uff0c\u800c\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u5de5\u5177\u5199\u9002\u914d\u4ee3\u7801\u3002\u5177\u4f53\u7684\u4ee3\u7801\u5b9e\u73b0\u4f1a\u5728\u540e\u7eed\u7684 Ragent \u9879\u76ee\u5b9e\u6218\u6587\u7ae0\u4e2d\u8be6\u7ec6\u5c55\u5f00\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mcp\">MCP \u7684\u751f\u6001\u73b0\u72b6<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-mcp\">1. \u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef<\/h3>\n\n\n\n<p>MCP \u534f\u8bae\u53d1\u5e03\u4e00\u5e74\u591a\u4ee5\u6765\uff0c\u5df2\u7ecf\u6709\u4e0d\u5c11\u5ba2\u6237\u7aef\u652f\u6301\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th class=\"has-text-align-left\" data-align=\"left\">\u5ba2\u6237\u7aef<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u7c7b\u578b<\/th><th class=\"has-text-align-left\" data-align=\"left\">MCP \u652f\u6301\u60c5\u51b5<\/th><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Claude Desktop<\/td><td class=\"has-text-align-left\" data-align=\"left\">AI \u5bf9\u8bdd\u5ba2\u6237\u7aef<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5b8c\u6574\u652f\u6301\uff0cAnthropic \u5b98\u65b9\u51fa\u54c1<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Cursor<\/td><td class=\"has-text-align-left\" data-align=\"left\">AI \u7f16\u7a0b IDE<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5b8c\u6574\u652f\u6301\uff0cMCP \u5de5\u5177\u53ef\u5728\u7f16\u7a0b\u4e2d\u4f7f\u7528<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Windsurf<\/td><td class=\"has-text-align-left\" data-align=\"left\">AI \u7f16\u7a0b IDE<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u652f\u6301 MCP<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Continue<\/td><td class=\"has-text-align-left\" data-align=\"left\">VS Code AI \u63d2\u4ef6<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u652f\u6301 MCP<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Cline<\/td><td class=\"has-text-align-left\" data-align=\"left\">VS Code AI \u63d2\u4ef6<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u652f\u6301 MCP<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Claude Code<\/td><td class=\"has-text-align-left\" data-align=\"left\">CLI \u5de5\u5177<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u5b8c\u6574\u652f\u6301<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Spring AI<\/td><td class=\"has-text-align-left\" data-align=\"left\">Java AI \u6846\u67b6<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u63d0\u4f9b MCP Client \u548c Server Starter<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">Kiro<\/td><td class=\"has-text-align-left\" data-align=\"left\">AI IDE<\/td><td class=\"has-text-align-left\" data-align=\"left\">\u652f\u6301 MCP<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8fd9\u610f\u5473\u7740\u4f60\u5f00\u53d1\u4e00\u4e2a MCP Server\uff0c\u4e0a\u9762\u8fd9\u4e9b\u5ba2\u6237\u7aef\u90fd\u80fd\u76f4\u63a5\u8c03\u7528\uff0c\u4e0d\u9700\u8981\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u7aef\u5199\u9002\u914d\u4ee3\u7801\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-mcp-server\">2. \u793e\u533a MCP Server<\/h3>\n\n\n\n<p>GitHub \u4e0a\u5df2\u7ecf\u6709\u5927\u91cf\u793e\u533a\u5f00\u53d1\u7684 MCP Server\uff0c\u8986\u76d6\u5e38\u89c1\u573a\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6587\u4ef6\u7cfb\u7edf<\/strong> \uff1a\u8bfb\u5199\u672c\u5730\u6587\u4ef6\u3001\u76ee\u5f55\u64cd\u4f5c<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5e93<\/strong> \uff1aMySQL\u3001PostgreSQL\u3001SQLite \u67e5\u8be2<\/li>\n\n\n\n<li><strong>Web\u641c\u7d22<\/strong> \uff1aBrave Search\u3001Google Search<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u4ed3\u5e93<\/strong> \uff1aGitHub \u64cd\u4f5c\uff08\u521b\u5efa Issue\u3001\u63d0\u4ea4 PR\u3001\u67e5\u770b\u4ee3\u7801\uff09<\/li>\n\n\n\n<li><strong>\u77e5\u8bc6\u7ba1\u7406<\/strong> \uff1aNotion\u3001Obsidian \u96c6\u6210<\/li>\n\n\n\n<li><strong>\u901a\u4fe1\u5de5\u5177<\/strong> \uff1aSlack\u3001Discord \u6d88\u606f\u53d1\u9001<\/li>\n\n\n\n<li><strong>\u4e91\u670d\u52a1<\/strong> \uff1aAWS\u3001GCP \u8d44\u6e90\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n<p>\u4f60\u53ef\u4ee5\u5728 <a href=\"https:\/\/github.com\/modelcontextprotocol\/servers\" target=\"_blank\" rel=\"noreferrer noopener\" rel=\"nofollow\" >MCP Servers \u76ee\u5f55<\/a> \u627e\u5230\u8fd9\u4e9b\u793e\u533a Server\uff0c\u76f4\u63a5\u914d\u7f6e\u4f7f\u7528\uff0c\u4e0d\u9700\u8981\u81ea\u5df1\u5f00\u53d1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-mcp\">3. MCP \u7684\u5c40\u9650\u6027\u548c\u672a\u6765<\/h3>\n\n\n\n<p>MCP \u7684\u65b9\u5411\u662f\u5bf9\u7684\uff0c\u4f46\u76ee\u524d\u8fd8\u6709\u4e00\u4e9b\u5c40\u9650\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u534f\u8bae\u8fd8\u5728\u5feb\u901f\u6f14\u8fdb<\/strong> \uff1a\u4ece 2024 \u5e74 11 \u6708\u53d1\u5e03\u5230\u73b0\u5728\uff0c\u4f20\u8f93\u5c42\u5df2\u7ecf\u4ece HTTP+SSE \u6539\u4e3a Streamable HTTP\uff0cAPI \u4e5f\u5728\u4e0d\u65ad\u8c03\u6574\u3002\u65e9\u671f\u5f00\u53d1\u7684 MCP Server \u53ef\u80fd\u9700\u8981\u9002\u914d\u65b0\u7248\u672c<\/li>\n\n\n\n<li><strong>\u90e8\u5206\u5ba2\u6237\u7aef\u652f\u6301\u4e0d\u5b8c\u6574<\/strong> \uff1a\u6709\u4e9b\u5ba2\u6237\u7aef\u53ea\u652f\u6301 Stdio\uff0c\u4e0d\u652f\u6301 HTTP\uff1b\u6709\u4e9b\u53ea\u652f\u6301 Tools\uff0c\u4e0d\u652f\u6301 Resources \u548c Prompts<\/li>\n\n\n\n<li><strong>\u751f\u4ea7\u73af\u5883\u7684\u7a33\u5b9a\u6027<\/strong> \uff1aMCP \u5728\u672c\u5730\u5f00\u53d1\u573a\u666f\u4e0b\u8868\u73b0\u5f88\u597d\uff0c\u4f46\u5728\u9ad8\u5e76\u53d1\u7684\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u8fd8\u9700\u8981\u66f4\u591a\u9a8c\u8bc1<\/li>\n\n\n\n<li><strong>\u6743\u9650\u6a21\u578b\u8fd8\u5728\u5b8c\u5584<\/strong> \uff1aMCP \u534f\u8bae\u5c42\u9762\u7684\u6743\u9650\u63a7\u5236\u8fd8\u6bd4\u8f83\u57fa\u7840\uff0c\u4f01\u4e1a\u7ea7\u7684\u7ec6\u7c92\u5ea6\u6743\u9650\uff08\u6bd4\u5982\u57fa\u4e8e\u89d2\u8272\u7684\u5de5\u5177\u8bbf\u95ee\u63a7\u5236\uff09\u4ecd\u7136\u9700\u8981\u81ea\u5df1\u5b9e\u73b0<\/li>\n\n\n\n<li><strong>\u8ba4\u8bc1\u6807\u51c6\u5316<\/strong> \uff1a\u8fdc\u7a0b MCP Server \u7684\u8ba4\u8bc1\u65b9\u5f0f\uff08OAuth\u3001API Key \u7b49\uff09\u8fd8\u6ca1\u6709\u7edf\u4e00\u6807\u51c6<\/li>\n<\/ul>\n\n\n\n<p>\u4e0d\u8fc7\uff0c\u6807\u51c6\u5316\u662f\u5927\u8d8b\u52bf\u3002\u5c31\u50cf HTTP \u534f\u8bae\u4ece 0.9 \u5230 1.0 \u5230 1.1 \u5230 2.0 \u5230 3.0\uff0cMCP \u4e5f\u4f1a\u4e0d\u65ad\u5b8c\u5584\u3002\u73b0\u5728\u5b66\u4e60\u548c\u4f7f\u7528 MCP\uff0c\u662f\u4e00\u4e2a\u597d\u7684\u65f6\u673a\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MCP\u534f\u8bae\u5165\u95e8\u4e0e\u5b9e\u8df5 skills\u8ddfmcp\u89e3\u51b3\u7684\u95ee\u9898\u4e0d\u4e00\u6837\u3002 mcp\u5f88\u65e9\u8fd9\u4e2a\u6982\u5ff5\u5c31\u51fa\u6765\u4e86\uff0c\u662f\u4e00\u79cd\u534f\u8bae\u3001\u6a21\u578b\u95f4\u8c03\u7528\u4e09\u65b9\u80fd\u529b\u7684\u4e00\u4e2a\u7c7b\u4f3c &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"emotion":"","emotion_color":"","title_style":"","license":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1892","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/eve2333.top\/index.php?rest_route=\/wp\/v2\/posts\/1892","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eve2333.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eve2333.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eve2333.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eve2333.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1892"}],"version-history":[{"count":4,"href":"https:\/\/eve2333.top\/index.php?rest_route=\/wp\/v2\/posts\/1892\/revisions"}],"predecessor-version":[{"id":1904,"href":"https:\/\/eve2333.top\/index.php?rest_route=\/wp\/v2\/posts\/1892\/revisions\/1904"}],"wp:attachment":[{"href":"https:\/\/eve2333.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1892"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eve2333.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1892"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eve2333.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1892"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}