{"id":85524,"date":"2026-07-27T17:09:17","date_gmt":"2026-07-27T09:09:17","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/85524.html"},"modified":"2026-07-27T17:09:17","modified_gmt":"2026-07-27T09:09:17","slug":"spring-ai-mcp-%e6%97%a0%e7%8a%b6%e6%80%81%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%ae%9e%e6%88%98%ef%bc%9a%e6%9e%84%e5%bb%baai%e6%99%ba%e8%83%bd%e7%94%a8%e6%88%b7%e7%ae%a1%e7%90%86%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/85524.html","title":{"rendered":"Spring AI MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668\u5b9e\u6218\uff1a\u6784\u5efaAI\u667a\u80fd\u7528\u6237\u7ba1\u7406\u7cfb\u7edf"},"content":{"rendered":"<h2>Spring AI MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668\u5b9e\u6218&#xff1a;\u6784\u5efaAI\u667a\u80fd\u7528\u6237\u7ba1\u7406\u7cfb\u7edf<\/h2>\n<hr \/>\n<p>&#x1f4e6; \u9879\u76ee\u6e90\u7801&#xff1a;https:\/\/github.com\/XiFYuW\/spring-ai-course\/tree\/main\/phase-9<\/p>\n<h3>\u76ee\u5f55<\/h3>\n<ul>\n<li>\u5f15\u8a00<\/li>\n<li>\u4e00\u3001MCP \u6838\u5fc3\u6982\u5ff5\u89e3\u6790<\/li>\n<li>\u4e8c\u3001\u9879\u76ee\u67b6\u6784\u4e0e\u529f\u80fd\u6982\u89c8<\/li>\n<li>\u4e09\u3001\u73af\u5883\u51c6\u5907<\/li>\n<li>\u56db\u3001\u670d\u52a1\u7aef\u5b9e\u73b0\u8be6\u89e3<\/li>\n<li>\u4e94\u3001\u5ba2\u6237\u7aef\u5b9e\u73b0\u8be6\u89e3<\/li>\n<li>\u516d\u3001\u8fd0\u884c\u4e0e\u6d4b\u8bd5<\/li>\n<li>\u4e03\u3001\u603b\u7ed3\u4e0e\u6269\u5c55<\/li>\n<\/ul>\n<hr \/>\n<h3>\u5f15\u8a00<\/h3>\n<p>Model Context Protocol (MCP) \u662f Anthropic \u63a8\u51fa\u7684\u5f00\u653e\u534f\u8bae&#xff0c;\u65e8\u5728\u6807\u51c6\u5316 AI \u6a21\u578b\u4e0e\u5916\u90e8\u5de5\u5177\u3001\u6570\u636e\u6e90\u7684\u8fde\u63a5\u65b9\u5f0f\u3002\u901a\u8fc7 MCP&#xff0c;AI \u52a9\u624b\u53ef\u4ee5\u5b89\u5168\u5730\u8bbf\u95ee\u6587\u4ef6\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001API \u7b49\u8d44\u6e90&#xff0c;\u5b9e\u73b0\u771f\u6b63\u7684&#034;\u5de5\u5177\u8c03\u7528&#034;\u80fd\u529b\u3002<\/p>\n<p>\u672c\u6587\u5c06\u5e26\u4f60\u4ece\u96f6\u5f00\u59cb&#xff0c;\u4f7f\u7528 Spring AI MCP \u6846\u67b6\u6784\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684\u65e0\u72b6\u6001\u7528\u6237\u7ba1\u7406\u7cfb\u7edf\u3002\u4f60\u5c06\u5b66\u4f1a&#xff1a;<\/p>\n<p>\u2705 \u5982\u4f55\u914d\u7f6e MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668&#xff08;STATELESS \u6a21\u5f0f&#xff09; \u2705 \u5982\u4f55\u4f7f\u7528\u4ee3\u7801\u65b9\u5f0f\u6ce8\u518c Tools\u3001Resources\u3001Prompts \u2705 \u5982\u4f55\u5b9e\u73b0\u54cd\u5e94\u5f0f\u6570\u636e\u8bbf\u95ee&#xff08;R2DBC &#043; PostgreSQL&#xff09; \u2705 \u5982\u4f55\u6784\u5efa MCP \u5ba2\u6237\u7aef\u8c03\u7528\u8fdc\u7a0b\u5de5\u5177<\/p>\n<hr \/>\n<h3>\u4e00\u3001MCP \u6838\u5fc3\u6982\u5ff5\u89e3\u6790<\/h3>\n<h4>1.1 \u4ec0\u4e48\u662f MCP&#xff1f;<\/h4>\n<p>MCP \u91c7\u7528\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u67b6\u6784&#xff1a;<\/p>\n<p>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510         \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510         \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502   AI \u5e94\u7528       \u2502\u25c4\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba\u2502  MCP \u5ba2\u6237\u7aef      \u2502\u25c4\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u25ba\u2502  MCP \u670d\u52a1\u5668      \u2502<br \/>\n\u2502  (Claude\/Cursor)\u2502         \u2502  (Client)       \u2502  HTTP   \u2502  (Server)       \u2502<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518         \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518         \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n                                                                  \u2502<br \/>\n                                                                  \u25bc<br \/>\n                                                          \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n                                                          \u2502  \u5de5\u5177\/\u8d44\u6e90\/\u63d0\u793a  \u2502<br \/>\n                                                          \u2502  (Tools\/        \u2502<br \/>\n                                                          \u2502  Resources\/     \u2502<br \/>\n                                                          \u2502  Prompts)       \u2502<br \/>\n                                                          \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<h4>1.2 \u65e0\u72b6\u6001\u670d\u52a1\u5668&#xff08;STATELESS&#xff09;\u7684\u4f18\u52bf<\/h4>\n<table>\n<tr>\u7279\u6027\u6709\u72b6\u6001\u670d\u52a1\u5668\u65e0\u72b6\u6001\u670d\u52a1\u5668<\/tr>\n<tbody>\n<tr>\n<td>\u4f1a\u8bdd\u7ba1\u7406<\/td>\n<td>\u7ef4\u62a4\u4f1a\u8bdd\u72b6\u6001<\/td>\n<td>\u65e0\u4f1a\u8bdd\u72b6\u6001<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u5c55\u6027<\/td>\n<td>\u53d7\u9650\u4e8e\u5355\u8282\u70b9<\/td>\n<td>\u6c34\u5e73\u6269\u5c55\u53cb\u597d<\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72\u590d\u6742\u5ea6<\/td>\n<td>\u9700\u8981\u4f1a\u8bdd\u540c\u6b65<\/td>\n<td>\u7b80\u5316\u90e8\u7f72<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u7528\u573a\u666f<\/td>\n<td>\u5b9e\u65f6\u63a8\u9001\u573a\u666f<\/td>\n<td>\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u914d\u7f6e\u65b9\u5f0f&#xff1a;<\/p>\n<p><span class=\"token key atrule\">spring<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">ai<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">mcp<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">server<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token key atrule\">protocol<\/span><span class=\"token punctuation\">:<\/span> STATELESS  <span class=\"token comment\"># \u542f\u7528\u65e0\u72b6\u6001\u6a21\u5f0f<\/span><\/p>\n<h4>1.3 MCP \u4e09\u5927\u6838\u5fc3\u80fd\u529b<\/h4>\n<li>Tools&#xff08;\u5de5\u5177&#xff09;&#xff1a;AI \u53ef\u8c03\u7528\u7684\u51fd\u6570&#xff0c;\u5982\u67e5\u8be2\u7528\u6237\u3001\u521b\u5efa\u8ba2\u5355<\/li>\n<li>Resources&#xff08;\u8d44\u6e90&#xff09;&#xff1a;\u53ea\u8bfb\u6570\u636e\u6e90&#xff0c;\u5982\u7cfb\u7edf\u4fe1\u606f\u3001\u7edf\u8ba1\u6570\u636e<\/li>\n<li>Prompts&#xff08;\u63d0\u793a\u6a21\u677f&#xff09;&#xff1a;\u9884\u5b9a\u4e49\u7684\u63d0\u793a\u8bcd\u6a21\u677f&#xff0c;\u5982\u7528\u6237\u67e5\u8be2\u52a9\u624b<\/li>\n<hr \/>\n<h3>\u4e8c\u3001\u9879\u76ee\u67b6\u6784\u4e0e\u529f\u80fd\u6982\u89c8<\/h3>\n<h4>2.1 \u9879\u76ee\u7ed3\u6784<\/h4>\n<p>spring-ai-mcp-demo\/<br \/>\n\u251c\u2500\u2500 pom.xml                      # \u7236\u9879\u76ee POM<br \/>\n\u251c\u2500\u2500 mcp-server\/                  # MCP \u670d\u52a1\u5668\u6a21\u5757<br \/>\n\u2502   \u251c\u2500\u2500 src\/main\/java\/<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 org\/example\/server\/<br \/>\n\u2502   \u2502       \u251c\u2500\u2500 McpServerApplication.java<br \/>\n\u2502   \u2502       \u251c\u2500\u2500 config\/<br \/>\n\u2502   \u2502       \u2502   \u251c\u2500\u2500 McpServerFeaturesConfig.java  # Tools\/Resources\/Prompts \u914d\u7f6e<br \/>\n\u2502   \u2502       \u2502   \u2514\u2500\u2500 UserToolMethods.java          # \u5de5\u5177\u65b9\u6cd5\u5b9e\u73b0<br \/>\n\u2502   \u2502       \u251c\u2500\u2500 entity\/<br \/>\n\u2502   \u2502       \u2502   \u2514\u2500\u2500 User.java                     # \u7528\u6237\u5b9e\u4f53<br \/>\n\u2502   \u2502       \u2514\u2500\u2500 repository\/<br \/>\n\u2502   \u2502           \u2514\u2500\u2500 UserRepository.java           # R2DBC \u6570\u636e\u8bbf\u95ee<br \/>\n\u2502   \u2514\u2500\u2500 src\/main\/resources\/<br \/>\n\u2502       \u251c\u2500\u2500 application.yml      # \u670d\u52a1\u5668\u914d\u7f6e<br \/>\n\u2502       \u2514\u2500\u2500 schema.sql           # \u6570\u636e\u5e93\u521d\u59cb\u5316\u811a\u672c<br \/>\n\u2514\u2500\u2500 mcp-client\/                  # MCP \u5ba2\u6237\u7aef\u6a21\u5757<br \/>\n    \u251c\u2500\u2500 src\/main\/java\/<br \/>\n    \u2502   \u2514\u2500\u2500 org\/example\/client\/<br \/>\n    \u2502       \u251c\u2500\u2500 McpClientApplication.java<br \/>\n    \u2502       \u251c\u2500\u2500 service\/<br \/>\n    \u2502       \u2502   \u2514\u2500\u2500 UserMcpService.java           # MCP \u670d\u52a1\u8c03\u7528<br \/>\n    \u2502       \u2514\u2500\u2500 controller\/<br \/>\n    \u2502           \u2514\u2500\u2500 UserController.java           # REST API<br \/>\n    \u2514\u2500\u2500 src\/main\/resources\/<br \/>\n        \u2514\u2500\u2500 application.yml      # \u5ba2\u6237\u7aef\u914d\u7f6e<\/p>\n<h4>2.2 \u529f\u80fd\u7279\u6027<\/h4>\n<p>\u670d\u52a1\u7aef\u63d0\u4f9b\u7684 Tools&#xff1a;<\/p>\n<ul>\n<li>createUser &#8211; \u521b\u5efa\u65b0\u7528\u6237<\/li>\n<li>getUserById &#8211; \u6839\u636e ID \u67e5\u8be2\u7528\u6237<\/li>\n<li>getUserByUsername &#8211; \u6839\u636e\u7528\u6237\u540d\u67e5\u8be2<\/li>\n<li>getAllUsers &#8211; \u67e5\u8be2\u6240\u6709\u7528\u6237<\/li>\n<li>getUsersByStatus &#8211; \u6309\u72b6\u6001\u7b5b\u9009\u7528\u6237<\/li>\n<li>updateUser &#8211; \u66f4\u65b0\u7528\u6237\u4fe1\u606f<\/li>\n<li>deleteUser &#8211; \u5220\u9664\u7528\u6237<\/li>\n<li>getUsersByAgeRange &#8211; \u6309\u5e74\u9f84\u8303\u56f4\u67e5\u8be2<\/li>\n<li>searchUsers &#8211; \u6a21\u7cca\u641c\u7d22\u7528\u6237<\/li>\n<li>countUsers &#8211; \u7edf\u8ba1\u7528\u6237\u603b\u6570<\/li>\n<\/ul>\n<p>\u670d\u52a1\u7aef\u63d0\u4f9b\u7684 Resources&#xff1a;<\/p>\n<ul>\n<li>system:\/\/info &#8211; \u7cfb\u7edf\u4fe1\u606f<\/li>\n<li>users:\/\/stats &#8211; \u7528\u6237\u7edf\u8ba1\u6570\u636e<\/li>\n<li>system:\/\/status &#8211; \u670d\u52a1\u5668\u72b6\u6001<\/li>\n<\/ul>\n<p>\u670d\u52a1\u7aef\u63d0\u4f9b\u7684 Prompts&#xff1a;<\/p>\n<ul>\n<li>user-query-assistant &#8211; \u7528\u6237\u67e5\u8be2\u52a9\u624b<\/li>\n<li>data-analysis &#8211; \u6570\u636e\u5206\u6790\u52a9\u624b<\/li>\n<li>user-creation-assistant &#8211; \u7528\u6237\u521b\u5efa\u52a9\u624b<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e09\u3001\u73af\u5883\u51c6\u5907<\/h3>\n<h4>3.1 \u6280\u672f\u6808\u8981\u6c42<\/h4>\n<table>\n<tr>\u7ec4\u4ef6\u7248\u672c\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>Java<\/td>\n<td>25&#043;<\/td>\n<td>\u4f7f\u7528\u6700\u65b0\u7279\u6027<\/td>\n<\/tr>\n<tr>\n<td>Spring Boot<\/td>\n<td>3.5.10<\/td>\n<td>\u57fa\u7840\u6846\u67b6<\/td>\n<\/tr>\n<tr>\n<td>Spring AI<\/td>\n<td>1.1.0-SNAPSHOT<\/td>\n<td>AI \u6846\u67b6<\/td>\n<\/tr>\n<tr>\n<td>PostgreSQL<\/td>\n<td>14&#043;<\/td>\n<td>\u6570\u636e\u5e93<\/td>\n<\/tr>\n<tr>\n<td>Maven<\/td>\n<td>3.8&#043;<\/td>\n<td>\u6784\u5efa\u5de5\u5177<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>3.3 \u83b7\u53d6 AI API Key<\/h4>\n<p>\u672c\u9879\u76ee\u4f7f\u7528 OpenAI \u517c\u5bb9\u7684 API \u670d\u52a1&#xff0c;\u4f60\u53ef\u4ee5&#xff1a;<\/p>\n<li>\u4f7f\u7528 OpenAI \u5b98\u65b9 API<\/li>\n<li>\u4f7f\u7528\u7b2c\u4e09\u65b9\u4ee3\u7406\u670d\u52a1&#xff08;\u5982\u9879\u76ee\u4e2d\u914d\u7f6e\u7684 https:\/\/32ai.uk&#xff09;<\/li>\n<p>\u914d\u7f6e\u65b9\u5f0f&#xff1a;\u5728 application.yml \u4e2d\u8bbe\u7f6e\u4f60\u7684 API Key<\/p>\n<h4>3.4 \u521b\u5efa\u6570\u636e\u5e93<\/h4>\n<p><span class=\"token comment\">&#8212; \u521b\u5efa\u6570\u636e\u5e93<\/span><br \/>\n<span class=\"token keyword\">CREATE<\/span> <span class=\"token keyword\">DATABASE<\/span> chatdb<span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token comment\">&#8212; \u521b\u5efa\u7528\u6237&#xff08;\u53ef\u9009&#xff09;<\/span><br \/>\n<span class=\"token keyword\">CREATE<\/span> <span class=\"token keyword\">USER<\/span> mcpuser <span class=\"token keyword\">WITH<\/span> PASSWORD <span class=\"token string\">&#039;your_password&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">GRANT<\/span> <span class=\"token keyword\">ALL<\/span> <span class=\"token keyword\">PRIVILEGES<\/span> <span class=\"token keyword\">ON<\/span> <span class=\"token keyword\">DATABASE<\/span> chatdb <span class=\"token keyword\">TO<\/span> mcpuser<span class=\"token punctuation\">;<\/span><\/p>\n<h4>3.5 \u7236\u9879\u76ee POM \u914d\u7f6e<\/h4>\n<p><span class=\"token prolog\">&lt;?xml version&#061;&#034;1.0&#034; encoding&#061;&#034;UTF-8&#034;?&gt;<\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>project<\/span> <span class=\"token attr-name\">xmlns<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>http:\/\/maven.apache.org\/POM\/4.0.0<span class=\"token punctuation\">&#034;<\/span><\/span><br \/>\n         <span class=\"token attr-name\"><span class=\"token namespace\">xmlns:<\/span>xsi<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>http:\/\/www.w3.org\/2001\/XMLSchema-instance<span class=\"token punctuation\">&#034;<\/span><\/span><br \/>\n         <span class=\"token attr-name\"><span class=\"token namespace\">xsi:<\/span>schemaLocation<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>http:\/\/maven.apache.org\/POM\/4.0.0 http:\/\/maven.apache.org\/xsd\/maven-4.0.0.xsd<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>modelVersion<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>4.0.0<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>modelVersion<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.example<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-ai-mcp-demo<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>1.0-SNAPSHOT<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>packaging<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>pom<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>packaging<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>properties<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>maven.compiler.source<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>25<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>maven.compiler.source<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>maven.compiler.target<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>25<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>maven.compiler.target<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>spring-boot.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>3.5.10<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>spring-boot.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>spring-ai.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>1.1.0-SNAPSHOT<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>spring-ai.version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>properties<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>modules<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>module<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>mcp-server<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>module<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>module<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>mcp-client<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>module<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>modules<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token comment\">&lt;!&#8211; Spring \u91cc\u7a0b\u7891\u4ed3\u5e93 &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>repositories<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>repository<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>id<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-milestones<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>id<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>Spring Milestones<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>url<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>https:\/\/repo.spring.io\/milestone<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>url<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>repository<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>repository<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>id<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-snapshots<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>id<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>Spring Snapshots<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>url<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>https:\/\/repo.spring.io\/snapshot<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>url<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>repository<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>repositories<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependencyManagement<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependencies<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.boot<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-boot-dependencies<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>${spring-boot.version}<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>type<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>pom<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>type<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>scope<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>import<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>scope<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.ai<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-ai-bom<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>${spring-ai.version}<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>version<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>type<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>pom<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>type<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>scope<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>import<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>scope<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependencies<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependencyManagement<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>project<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<hr \/>\n<h3>\u56db\u3001\u670d\u52a1\u7aef\u5b9e\u73b0\u8be6\u89e3<\/h3>\n<h4>4.1 \u6dfb\u52a0\u4f9d\u8d56<\/h4>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependencies<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token comment\">&lt;!&#8211; Spring Boot WebFlux &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.boot<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-boot-starter-webflux<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token comment\">&lt;!&#8211; MCP \u670d\u52a1\u5668 WebFlux \u542f\u52a8\u5668 &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.ai<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-ai-starter-mcp-server-webflux<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token comment\">&lt;!&#8211; R2DBC \u54cd\u5e94\u5f0f\u6570\u636e\u5e93 &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.boot<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-boot-starter-data-r2dbc<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token comment\">&lt;!&#8211; PostgreSQL R2DBC \u9a71\u52a8 &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.postgresql<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>r2dbc-postgresql<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependencies<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<h4>4.2 \u914d\u7f6e\u6587\u4ef6<\/h4>\n<p><span class=\"token key atrule\">spring<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">application<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> mcp<span class=\"token punctuation\">&#8211;<\/span>user<span class=\"token punctuation\">&#8211;<\/span>server<br \/>\n  <span class=\"token key atrule\">ai<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">mcp<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">server<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token key atrule\">protocol<\/span><span class=\"token punctuation\">:<\/span> STATELESS      <span class=\"token comment\"># \u5173\u952e&#xff1a;\u542f\u7528\u65e0\u72b6\u6001\u6a21\u5f0f<\/span><br \/>\n        <span class=\"token key atrule\">enabled<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n        <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> user<span class=\"token punctuation\">&#8211;<\/span>server<br \/>\n        <span class=\"token key atrule\">version<\/span><span class=\"token punctuation\">:<\/span> 1.0.0<br \/>\n        <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> ASYNC              <span class=\"token comment\"># \u5f02\u6b65\u6a21\u5f0f<\/span><br \/>\n        <span class=\"token key atrule\">capabilities<\/span><span class=\"token punctuation\">:<\/span><br \/>\n          <span class=\"token key atrule\">tool<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n          <span class=\"token key atrule\">resource<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n          <span class=\"token key atrule\">prompt<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n        <span class=\"token key atrule\">streamable-http<\/span><span class=\"token punctuation\">:<\/span><br \/>\n          <span class=\"token key atrule\">mcp-endpoint<\/span><span class=\"token punctuation\">:<\/span> \/api\/mcp <span class=\"token comment\"># MCP \u7aef\u70b9\u8def\u5f84<\/span><\/p>\n<p>  <span class=\"token comment\"># R2DBC PostgreSQL \u914d\u7f6e<\/span><br \/>\n  <span class=\"token key atrule\">r2dbc<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">url<\/span><span class=\"token punctuation\">:<\/span> r2dbc<span class=\"token punctuation\">:<\/span>postgresql<span class=\"token punctuation\">:<\/span>\/\/localhost<span class=\"token punctuation\">:<\/span>5432\/chatdb<br \/>\n    <span class=\"token key atrule\">username<\/span><span class=\"token punctuation\">:<\/span> postgres<br \/>\n    <span class=\"token key atrule\">password<\/span><span class=\"token punctuation\">:<\/span> root<br \/>\n    <span class=\"token key atrule\">pool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">enabled<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n      <span class=\"token key atrule\">initial-size<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">5<\/span><br \/>\n      <span class=\"token key atrule\">max-size<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">20<\/span><\/p>\n<p><span class=\"token key atrule\">server<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">port<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">8080<\/span><\/p>\n<h4>4.3 \u7528\u6237\u5b9e\u4f53\u7c7b<\/h4>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>entity<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Id<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>relational<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>mapping<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Table<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>time<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">LocalDateTime<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Table<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;users&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">User<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Id<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> username<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> email<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> phone<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">Integer<\/span> age<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> status<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">LocalDateTime<\/span> createdAt<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">LocalDateTime<\/span> updatedAt<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">User<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">User<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> username<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> email<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> phone<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Integer<\/span> age<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>username <span class=\"token operator\">&#061;<\/span> username<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>email <span class=\"token operator\">&#061;<\/span> email<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>phone <span class=\"token operator\">&#061;<\/span> phone<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>age <span class=\"token operator\">&#061;<\/span> age<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>status <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;ACTIVE&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>createdAt <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">LocalDateTime<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">now<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>updatedAt <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">LocalDateTime<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">now<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token comment\">\/\/ Getters and Setters&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>4.4 R2DBC \u4ed3\u5e93\u63a5\u53e3<\/h4>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>repository<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>entity<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">User<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>r2dbc<span class=\"token punctuation\">.<\/span>repository<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Query<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>repository<span class=\"token punctuation\">.<\/span>reactive<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ReactiveCrudRepository<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>stereotype<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Repository<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Flux<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Repository<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">interface<\/span> <span class=\"token class-name\">UserRepository<\/span> <span class=\"token keyword\">extends<\/span> <span class=\"token class-name\">ReactiveCrudRepository<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">User<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Long<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">User<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByUsername<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> username<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">User<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByEmail<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> email<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token class-name\">Flux<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">User<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByStatus<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> status<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Query<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;SELECT * FROM users WHERE age &gt;&#061; :minAge AND age &lt;&#061; :maxAge&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token class-name\">Flux<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">User<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByAgeRange<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Integer<\/span> minAge<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Integer<\/span> maxAge<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Query<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;SELECT * FROM users WHERE username LIKE &#039;%&#039; || :keyword || &#039;%&#039;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token class-name\">Flux<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">User<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">findByUsernameContaining<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> keyword<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Query<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;SELECT COUNT(*) FROM users&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Long<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">countAll<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>4.5 \u5de5\u5177\u65b9\u6cd5\u5b9e\u73b0<\/h4>\n<p>\u4f7f\u7528 &#064;Tool \u6ce8\u89e3\u6807\u8bb0\u65b9\u6cd5&#xff0c;Spring AI \u4f1a\u81ea\u52a8\u5c06\u5176\u6ce8\u518c\u4e3a MCP \u5de5\u5177&#xff1a;<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>config<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>entity<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">User<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>repository<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">UserRepository<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Tool<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ToolParam<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">UserToolMethods<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">UserRepository<\/span> userRepository<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">UserToolMethods<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">UserRepository<\/span> userRepository<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>userRepository <span class=\"token operator\">&#061;<\/span> userRepository<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;createUser&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u521b\u5efa\u65b0\u7528\u6237&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">createUser<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u7528\u6237\u540d&#xff0c;\u5fc5\u586b&#034;<\/span><span class=\"token punctuation\">,<\/span> required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> username<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u90ae\u7bb1\u5730\u5740&#xff0c;\u5fc5\u586b&#034;<\/span><span class=\"token punctuation\">,<\/span> required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> email<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u624b\u673a\u53f7&#034;<\/span><span class=\"token punctuation\">,<\/span> required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> phone<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u5e74\u9f84&#034;<\/span><span class=\"token punctuation\">,<\/span> required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">Integer<\/span> age<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findByUsername<\/span><span class=\"token punctuation\">(<\/span>username<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>existingUser <span class=\"token operator\">-&gt;<\/span><br \/>\n                    <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u274c \u521b\u5efa\u5931\u8d25&#xff1a;\u7528\u6237\u540d &#039;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> username <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;&#039; \u5df2\u5b58\u5728&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">switchIfEmpty<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                    userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findByEmail<\/span><span class=\"token punctuation\">(<\/span>email<span class=\"token punctuation\">)<\/span><br \/>\n                        <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>existingUser <span class=\"token operator\">-&gt;<\/span><br \/>\n                            <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u274c \u521b\u5efa\u5931\u8d25&#xff1a;\u90ae\u7bb1 &#039;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> email <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;&#039; \u5df2\u88ab\u4f7f\u7528&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                        <span class=\"token punctuation\">.<\/span><span class=\"token function\">switchIfEmpty<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                            <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">defer<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token class-name\">User<\/span> newUser <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">User<\/span><span class=\"token punctuation\">(<\/span>username<span class=\"token punctuation\">,<\/span> email<span class=\"token punctuation\">,<\/span> phone<span class=\"token punctuation\">,<\/span> age<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">save<\/span><span class=\"token punctuation\">(<\/span>newUser<span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>savedUser <span class=\"token operator\">-&gt;<\/span> <span class=\"token string\">&#034;\u2705 \u7528\u6237\u521b\u5efa\u6210\u529f&#xff01;\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token function\">formatUser<\/span><span class=\"token punctuation\">(<\/span>savedUser<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                        <span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;getUserById&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u7528\u6237ID\u67e5\u8be2\u7528\u6237\u4fe1\u606f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getUserById<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u7528\u6237ID&#xff0c;\u5fc5\u586b&#034;<\/span><span class=\"token punctuation\">,<\/span> required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findById<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>user <span class=\"token operator\">-&gt;<\/span> <span class=\"token string\">&#034;\u2705 \u67e5\u8be2\u6210\u529f&#xff01;\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token function\">formatUser<\/span><span class=\"token punctuation\">(<\/span>user<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">defaultIfEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u274c \u672a\u627e\u5230ID\u4e3a &#034;<\/span> <span class=\"token operator\">&#043;<\/span> id <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; \u7684\u7528\u6237&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;getAllUsers&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u6240\u6709\u7528\u6237\u5217\u8868&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getAllUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findAll<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">collectList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>users <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>users<span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#x1f4ed; \u6682\u65e0\u7528\u6237\u6570\u636e&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><br \/>\n                    <span class=\"token class-name\">StringBuilder<\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">StringBuilder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    result<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#x1f4cb; \u7528\u6237\u5217\u8868&#xff08;\u5171 &#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span>users<span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034; \u6761&#xff09;&#xff1a;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token keyword\">for<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">User<\/span> user <span class=\"token operator\">:<\/span> users<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        result<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token function\">formatUser<\/span><span class=\"token punctuation\">(<\/span>user<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">.<\/span><span class=\"token function\">toString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;Tool<\/span><span class=\"token punctuation\">(<\/span>name <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;deleteUser&#034;<\/span><span class=\"token punctuation\">,<\/span> description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u6839\u636e\u7528\u6237ID\u5220\u9664\u7528\u6237&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">deleteUser<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;ToolParam<\/span><span class=\"token punctuation\">(<\/span>description <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u7528\u6237ID&#xff0c;\u5fc5\u586b&#034;<\/span><span class=\"token punctuation\">,<\/span> required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findById<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>existingUser <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> username <span class=\"token operator\">&#061;<\/span> existingUser<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUsername<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">deleteById<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u2705 \u7528\u6237\u5220\u9664\u6210\u529f&#xff01;\\\\n\u5df2\u5220\u9664\u7528\u6237&#xff1a;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> username<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">defaultIfEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u274c \u672a\u627e\u5230ID\u4e3a &#034;<\/span> <span class=\"token operator\">&#043;<\/span> id <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; \u7684\u7528\u6237&#xff0c;\u65e0\u6cd5\u5220\u9664&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u66f4\u591a\u5de5\u5177\u65b9\u6cd5&#8230;<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">formatUser<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">User<\/span> user<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">format<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token string\">&#034;&#x1f464; \u7528\u6237ID: %d\\\\n   \u7528\u6237\u540d: %s\\\\n   \u90ae\u7bb1: %s\\\\n   \u72b6\u6001: %s&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            user<span class=\"token punctuation\">.<\/span><span class=\"token function\">getId<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> user<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUsername<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> user<span class=\"token punctuation\">.<\/span><span class=\"token function\">getEmail<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> user<span class=\"token punctuation\">.<\/span><span class=\"token function\">getStatus<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>4.6 MCP \u529f\u80fd\u914d\u7f6e&#xff08;\u6838\u5fc3&#xff09;<\/h4>\n<p>\u4f7f\u7528\u4ee3\u7801\u65b9\u5f0f\u914d\u7f6e Tools\u3001Resources\u3001Prompts&#xff1a;<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>config<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">com<span class=\"token punctuation\">.<\/span>fasterxml<span class=\"token punctuation\">.<\/span>jackson<span class=\"token punctuation\">.<\/span>databind<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ObjectMapper<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpServerFeatures<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>spec<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpSchema<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>server<span class=\"token punctuation\">.<\/span>repository<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">UserRepository<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>support<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ToolCallbacks<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>tool<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ToolCallback<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>context<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Bean<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>context<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Configuration<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">List<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Map<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Configuration<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">McpServerFeaturesConfig<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">UserRepository<\/span> userRepository<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ObjectMapper<\/span> objectMapper<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">McpServerFeaturesConfig<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">UserRepository<\/span> userRepository<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">ObjectMapper<\/span> objectMapper<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>userRepository <span class=\"token operator\">&#061;<\/span> userRepository<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>objectMapper <span class=\"token operator\">&#061;<\/span> objectMapper<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; Tools \u914d\u7f6e &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Bean<\/span><br \/>\n    <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">ToolCallback<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">userTools<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">ToolCallbacks<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">from<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">UserToolMethods<\/span><span class=\"token punctuation\">(<\/span>userRepository<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; Resources \u914d\u7f6e &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Bean<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncResourceSpecification<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">userResources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token function\">systemInfoResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token function\">userStatsResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token function\">serverStatusResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncResourceSpecification<\/span> <span class=\"token function\">systemInfoResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Resource<\/span> resource <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Resource<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">uri<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;system:\/\/info&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7cfb\u7edf\u4fe1\u606f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">description<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u63d0\u4f9bMCP\u670d\u52a1\u5668\u7684\u57fa\u672c\u4fe1\u606f\u548c\u914d\u7f6e&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">mimeType<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;application\/json&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncResourceSpecification<\/span><span class=\"token punctuation\">(<\/span>resource<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span>exchange<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> systemInfo <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;serverName&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;MCP User Server&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;version&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;1.0.0&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;protocol&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;STATELESS&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;ASYNC&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;capabilities&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;tools&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;resources&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;prompts&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                <span class=\"token class-name\">String<\/span> jsonContent <span class=\"token operator\">&#061;<\/span> objectMapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">writeValueAsString<\/span><span class=\"token punctuation\">(<\/span>systemInfo<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>ReadResourceResult<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextResourceContents<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                request<span class=\"token punctuation\">.<\/span><span class=\"token function\">uri<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                <span class=\"token string\">&#034;application\/json&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                jsonContent<br \/>\n                        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">catch<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Exception<\/span> e<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">error<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">RuntimeException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Failed to generate system info&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncResourceSpecification<\/span> <span class=\"token function\">userStatsResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Resource<\/span> resource <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Resource<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">builder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">uri<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;users:\/\/stats&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7528\u6237\u7edf\u8ba1&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">description<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u63d0\u4f9b\u7528\u6237\u6570\u636e\u5e93\u7684\u7edf\u8ba1\u4fe1\u606f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">mimeType<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;application\/json&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncResourceSpecification<\/span><span class=\"token punctuation\">(<\/span>resource<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span>exchange<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">countAll<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>totalCount <span class=\"token operator\">-&gt;<\/span><br \/>\n                            userRepository<span class=\"token punctuation\">.<\/span><span class=\"token function\">findByStatus<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;ACTIVE&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">count<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>activeCount <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                        <span class=\"token keyword\">try<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> stats <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                                    <span class=\"token string\">&#034;totalUsers&#034;<\/span><span class=\"token punctuation\">,<\/span> totalCount<span class=\"token punctuation\">,<\/span><br \/>\n                                                    <span class=\"token string\">&#034;activeUsers&#034;<\/span><span class=\"token punctuation\">,<\/span> activeCount<span class=\"token punctuation\">,<\/span><br \/>\n                                                    <span class=\"token string\">&#034;inactiveUsers&#034;<\/span><span class=\"token punctuation\">,<\/span> totalCount <span class=\"token operator\">&#8211;<\/span> activeCount<br \/>\n                                            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                            <span class=\"token class-name\">String<\/span> jsonContent <span class=\"token operator\">&#061;<\/span> objectMapper<span class=\"token punctuation\">.<\/span><span class=\"token function\">writeValueAsString<\/span><span class=\"token punctuation\">(<\/span>stats<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                            <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>ReadResourceResult<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                                    <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextResourceContents<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                                            request<span class=\"token punctuation\">.<\/span><span class=\"token function\">uri<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                                            <span class=\"token string\">&#034;application\/json&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                                            jsonContent<br \/>\n                                                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                        <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">catch<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Exception<\/span> e<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                            <span class=\"token keyword\">throw<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">RuntimeException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Failed to generate stats&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                        <span class=\"token punctuation\">}<\/span><br \/>\n                                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061; Prompts \u914d\u7f6e &#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;Bean<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncPromptSpecification<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">userPrompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token function\">userQueryPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token function\">dataAnalysisPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token function\">userCreationPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncPromptSpecification<\/span> <span class=\"token function\">userQueryPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Prompt<\/span> prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Prompt<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token string\">&#034;user-query-assistant&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token string\">&#034;\u7528\u6237\u67e5\u8be2\u52a9\u624b&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token keyword\">null<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpServerFeatures<span class=\"token punctuation\">.<\/span>AsyncPromptSpecification<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span>exchange<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> args <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">arguments<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token class-name\">String<\/span> queryType <span class=\"token operator\">&#061;<\/span> args <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">?<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> args<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryType&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">:<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token class-name\">StringBuilder<\/span> promptText <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">StringBuilder<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            promptText<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u7528\u6237\u7ba1\u7406\u7cfb\u7edf\u52a9\u624b\u3002&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            promptText<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u4f60\u7684\u4efb\u52a1\u662f\u5e2e\u52a9\u7528\u6237\u67e5\u8be2\u548c\u7ba1\u7406\u7cfb\u7edf\u4e2d\u7684\u7528\u6237\u4fe1\u606f\u3002\\\\n\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;byId&#034;<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span>queryType<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                promptText<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bf7\u4f7f\u7528 getUserById \u5de5\u5177\u67e5\u8be2\u7528\u6237\u4fe1\u606f\u3002&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                promptText<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u8bf7\u4f7f\u7528 getAllUsers \u5de5\u5177\u83b7\u53d6\u6240\u6709\u7528\u6237\u5217\u8868\u3002&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><\/p>\n<p>            <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>PromptMessage<\/span> message <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>PromptMessage<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                    <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Role<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">USER<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextContent<\/span><span class=\"token punctuation\">(<\/span>promptText<span class=\"token punctuation\">.<\/span><span class=\"token function\">toString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>GetPromptResult<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                    <span class=\"token string\">&#034;\u7528\u6237\u67e5\u8be2\u52a9\u624b\u63d0\u793a&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token class-name\">List<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u66f4\u591a Prompts&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<hr \/>\n<h3>\u4e94\u3001\u5ba2\u6237\u7aef\u5b9e\u73b0\u8be6\u89e3<\/h3>\n<h4>5.1 \u6dfb\u52a0\u4f9d\u8d56<\/h4>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependencies<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token comment\">&lt;!&#8211; Spring Boot WebFlux &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.boot<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-boot-starter-webflux<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token comment\">&lt;!&#8211; MCP \u5ba2\u6237\u7aef WebFlux \u542f\u52a8\u5668 &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.ai<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-ai-starter-mcp-client-webflux<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token comment\">&lt;!&#8211; Spring AI OpenAI \u652f\u6301 &#8211;&gt;<\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>org.springframework.ai<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>groupId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>spring-ai-openai-spring-boot-starter<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>artifactId<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependency<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>dependencies<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<h4>5.2 \u5ba2\u6237\u7aef\u914d\u7f6e<\/h4>\n<p><span class=\"token key atrule\">spring<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">application<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> user<span class=\"token punctuation\">&#8211;<\/span>client<br \/>\n  <span class=\"token key atrule\">ai<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">openai<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">api-key<\/span><span class=\"token punctuation\">:<\/span> your<span class=\"token punctuation\">&#8211;<\/span>api<span class=\"token punctuation\">&#8211;<\/span>key<br \/>\n      <span class=\"token key atrule\">base-url<\/span><span class=\"token punctuation\">:<\/span> https<span class=\"token punctuation\">:<\/span>\/\/32ai.uk  <span class=\"token comment\"># \u53ef\u66ff\u6362\u4e3a\u4f60\u7684 API \u4ee3\u7406<\/span><br \/>\n      <span class=\"token key atrule\">chat<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token key atrule\">options<\/span><span class=\"token punctuation\">:<\/span><br \/>\n          <span class=\"token key atrule\">model<\/span><span class=\"token punctuation\">:<\/span> claude<span class=\"token punctuation\">&#8211;<\/span>3<span class=\"token punctuation\">&#8211;<\/span>7<span class=\"token punctuation\">&#8211;<\/span>sonnet<span class=\"token punctuation\">&#8211;<\/span>latest<\/p>\n<p>    <span class=\"token comment\"># MCP \u5ba2\u6237\u7aef\u914d\u7f6e<\/span><br \/>\n    <span class=\"token key atrule\">mcp<\/span><span class=\"token punctuation\">:<\/span><br \/>\n      <span class=\"token key atrule\">client<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token key atrule\">name<\/span><span class=\"token punctuation\">:<\/span> user<span class=\"token punctuation\">&#8211;<\/span>client<br \/>\n        <span class=\"token key atrule\">version<\/span><span class=\"token punctuation\">:<\/span> 1.0.0<br \/>\n        <span class=\"token key atrule\">enabled<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n        <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> ASYNC<br \/>\n        <span class=\"token key atrule\">streamable-http<\/span><span class=\"token punctuation\">:<\/span><br \/>\n          <span class=\"token key atrule\">connections<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token key atrule\">user-server<\/span><span class=\"token punctuation\">:<\/span>              <span class=\"token comment\"># \u8fde\u63a5\u540d\u79f0<\/span><br \/>\n              <span class=\"token key atrule\">url<\/span><span class=\"token punctuation\">:<\/span> http<span class=\"token punctuation\">:<\/span>\/\/localhost<span class=\"token punctuation\">:<\/span><span class=\"token number\">8080<\/span><br \/>\n              <span class=\"token key atrule\">endpoint<\/span><span class=\"token punctuation\">:<\/span> \/api\/mcp      <span class=\"token comment\"># \u670d\u52a1\u7aef MCP \u7aef\u70b9<\/span><\/p>\n<p><span class=\"token key atrule\">server<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">port<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">8081<\/span><\/p>\n<h4>5.3 MCP \u670d\u52a1\u8c03\u7528<\/h4>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>service<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpAsyncClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>spec<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpSchema<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">jakarta<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">PostConstruct<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ChatClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>stereotype<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Service<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">List<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Map<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Service<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">UserMcpService<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">McpAsyncClient<\/span> mcpAsyncClient<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">UserMcpService<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">McpAsyncClient<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> mcpAsyncClients<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u6839\u636e\u5ba2\u6237\u7aef\u540d\u79f0\u7b5b\u9009<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>mcpAsyncClient <span class=\"token operator\">&#061;<\/span> mcpAsyncClients<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>client <span class=\"token operator\">-&gt;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">getClientInfo<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user-client &#8211; user-server&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElseThrow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">IllegalArgumentException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u672a\u627e\u5230 user-client \u5ba2\u6237\u7aef&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>chatClientBuilder <span class=\"token operator\">&#061;<\/span> chatClientBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;PostConstruct<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">init<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/ \u521d\u59cb\u5316\u65f6\u5217\u51fa\u53ef\u7528\u5de5\u5177<\/span><br \/>\n        mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">listTools<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">doOnNext<\/span><span class=\"token punctuation\">(<\/span>tools <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;MCP \u5ba2\u6237\u7aef\u5df2\u8fde\u63a5&#xff0c;\u53ef\u7528\u5de5\u5177&#xff1a;&#034;<\/span> <span class=\"token operator\">&#043;<\/span><br \/>\n                        tools<span class=\"token punctuation\">.<\/span><span class=\"token function\">tools<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Tool<\/span><span class=\"token operator\">::<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">subscribe<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u521b\u5efa\u7528\u6237<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">createUser<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> username<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> email<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">String<\/span> phone<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Integer<\/span> age<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> params <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        params<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;username&#034;<\/span><span class=\"token punctuation\">,<\/span> username<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        params<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;email&#034;<\/span><span class=\"token punctuation\">,<\/span> email<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>phone <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> params<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token punctuation\">,<\/span> phone<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>age <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> params<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;age&#034;<\/span><span class=\"token punctuation\">,<\/span> age<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">callTool<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>CallToolRequest<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;createUser&#034;<\/span><span class=\"token punctuation\">,<\/span> params<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">this<\/span><span class=\"token operator\">::<\/span><span class=\"token function\">extractResult<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u6839\u636eID\u67e5\u8be2\u7528\u6237<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getUserById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">callTool<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>CallToolRequest<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;getUserById&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;id&#034;<\/span><span class=\"token punctuation\">,<\/span> id<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">this<\/span><span class=\"token operator\">::<\/span><span class=\"token function\">extractResult<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u67e5\u8be2\u6240\u6709\u7528\u6237<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getAllUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">callTool<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>CallToolRequest<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;getAllUsers&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">this<\/span><span class=\"token operator\">::<\/span><span class=\"token function\">extractResult<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u5220\u9664\u7528\u6237<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">deleteUser<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">callTool<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>CallToolRequest<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;deleteUser&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;id&#034;<\/span><span class=\"token punctuation\">,<\/span> id<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">this<\/span><span class=\"token operator\">::<\/span><span class=\"token function\">extractResult<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u4f7f\u7528 AI \u667a\u80fd\u67e5\u8be2\u7528\u6237\u4fe1\u606f<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">askUserAI<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> question<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">zip<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token function\">getAllUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">defaultIfEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6682\u65e0\u7528\u6237\u6570\u636e&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                <span class=\"token function\">countUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">defaultIfEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;0&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>tuple <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">String<\/span> users <span class=\"token operator\">&#061;<\/span> tuple<span class=\"token punctuation\">.<\/span><span class=\"token function\">getT1<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token class-name\">String<\/span> count <span class=\"token operator\">&#061;<\/span> tuple<span class=\"token punctuation\">.<\/span><span class=\"token function\">getT2<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token class-name\">String<\/span> prompt <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">format<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                    <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u7528\u6237\u7ba1\u7406\u7cfb\u7edf\u52a9\u624b\u3002\u57fa\u4e8e\u4ee5\u4e0b\u7528\u6237\u6570\u636e&#xff0c;\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\u3002\\\\n\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span><br \/>\n                            <span class=\"token string\">&#034;\u7528\u6237\u7edf\u8ba1&#xff1a;%s\\\\n\\\\n\u7528\u6237\u5217\u8868&#xff1a;\\\\n%s\\\\n\\\\n\u7528\u6237\u95ee\u9898&#xff1a;%s&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                    count<span class=\"token punctuation\">,<\/span> users<span class=\"token punctuation\">,<\/span> question<br \/>\n            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token keyword\">return<\/span> chatClientBuilder<span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">call<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">extractResult<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>CallToolResult<\/span> result<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">.<\/span><span class=\"token function\">isError<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;\u8c03\u7528\u51fa\u9519&#xff1a;&#034;<\/span> <span class=\"token operator\">&#043;<\/span> result<span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>c <span class=\"token operator\">-&gt;<\/span> c <span class=\"token keyword\">instanceof<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextContent<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>c <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextContent<\/span><span class=\"token punctuation\">)<\/span> c<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u65e0\u7ed3\u679c&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>5.4 REST \u63a7\u5236\u5668<\/h4>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>controller<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>service<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">UserMcpService<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>web<span class=\"token punctuation\">.<\/span>bind<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;RestController<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;RequestMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/api\/users&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">UserController<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">UserMcpService<\/span> userMcpService<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">UserController<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">UserMcpService<\/span> userMcpService<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>userMcpService <span class=\"token operator\">&#061;<\/span> userMcpService<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getAllUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getAllUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/{id}&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getUserById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;PathVariable<\/span> <span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUserById<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;PostMapping<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">createUser<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestParam<\/span> <span class=\"token class-name\">String<\/span> username<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestParam<\/span> <span class=\"token class-name\">String<\/span> email<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestParam<\/span><span class=\"token punctuation\">(<\/span>required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">String<\/span> phone<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestParam<\/span><span class=\"token punctuation\">(<\/span>required <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token class-name\">Integer<\/span> age<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">createUser<\/span><span class=\"token punctuation\">(<\/span>username<span class=\"token punctuation\">,<\/span> email<span class=\"token punctuation\">,<\/span> phone<span class=\"token punctuation\">,<\/span> age<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;DeleteMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/{id}&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">deleteUser<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;PathVariable<\/span> <span class=\"token class-name\">Long<\/span> id<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">deleteUser<\/span><span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/ask&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">askAI<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;RequestParam<\/span> <span class=\"token class-name\">String<\/span> question<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">askUserAI<\/span><span class=\"token punctuation\">(<\/span>question<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<hr \/>\n<h3>\u516d\u3001\u8fd0\u884c\u4e0e\u6d4b\u8bd5<\/h3>\n<h4>6.1 \u542f\u52a8\u670d\u52a1\u7aef<\/h4>\n<p><span class=\"token builtin class-name\">cd<\/span> mcp-server<br \/>\nmvn spring-boot:run<\/p>\n<p>\u542f\u52a8\u6210\u529f\u540e&#xff0c;\u63a7\u5236\u53f0\u8f93\u51fa&#xff1a;<\/p>\n<p>&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;&#061;<br \/>\nMCP \u670d\u52a1\u5668\u5df2\u542f\u52a8&#xff01;<\/p>\n<h4>6.2 \u542f\u52a8\u5ba2\u6237\u7aef<\/h4>\n<p><span class=\"token builtin class-name\">cd<\/span> mcp-client<br \/>\nmvn spring-boot:run<\/p>\n<p>\u5ba2\u6237\u7aef\u8fde\u63a5\u6210\u529f\u540e&#xff0c;\u8f93\u51fa&#xff1a;<\/p>\n<p>MCP \u5ba2\u6237\u7aef\u5df2\u8fde\u63a5&#xff0c;\u53ef\u7528\u5de5\u5177&#xff1a;[createUser, getUserById, getUserByUsername, &#8230;]<\/p>\n<h4>6.3 API \u6d4b\u8bd5<\/h4>\n<p>\u67e5\u8be2\u6240\u6709\u7528\u6237&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/users<\/p>\n<p>\u521b\u5efa\u7528\u6237&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST <span class=\"token string\">&#034;http:\/\/localhost:8081\/api\/users?username&#061;test&amp;email&#061;test&#064;example.com&amp;age&#061;25&#034;<\/span><\/p>\n<p>AI \u667a\u80fd\u67e5\u8be2&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> <span class=\"token string\">&#034;http:\/\/localhost:8081\/api\/users\/ask?question&#061;\u7edf\u8ba1\u4e00\u4e0b\u7528\u6237\u7684\u5e74\u9f84\u5206\u5e03&#034;<\/span><\/p>\n<h4>6.4 Prompts \u6a21\u677f API \u6d4b\u8bd5<\/h4>\n<p>\u83b7\u53d6\u6240\u6709 Prompts \u5217\u8868&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/prompts<\/p>\n<p>\u83b7\u53d6\u6307\u5b9a Prompt \u6a21\u677f&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/prompts\/user-query-assistant<\/p>\n<p>\u4f7f\u7528\u7528\u6237\u67e5\u8be2\u52a9\u624b Prompt&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST http:\/\/localhost:8081\/api\/mcp\/prompts\/user-query <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;{&#034;queryType&#034;: &#034;byId&#034;, &#034;queryValue&#034;: &#034;1&#034;}&#039;<\/span><\/p>\n<p>\u4f7f\u7528\u6570\u636e\u5206\u6790\u52a9\u624b Prompt&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST http:\/\/localhost:8081\/api\/mcp\/prompts\/data-analysis <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;{&#034;analysisType&#034;: &#034;stats&#034;}&#039;<\/span><\/p>\n<p>\u4f7f\u7528\u7528\u6237\u521b\u5efa\u52a9\u624b Prompt&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> <span class=\"token parameter variable\">-X<\/span> POST http:\/\/localhost:8081\/api\/mcp\/prompts\/user-creation <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-H<\/span> <span class=\"token string\">&#034;Content-Type: application\/json&#034;<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n  <span class=\"token parameter variable\">-d<\/span> <span class=\"token string\">&#039;{&#034;username&#034;: &#034;newuser&#034;, &#034;email&#034;: &#034;new&#064;example.com&#034;, &#034;age&#034;: 25}&#039;<\/span><\/p>\n<h4>6.5 Resources \u8d44\u6e90 API \u6d4b\u8bd5<\/h4>\n<p>\u83b7\u53d6\u6240\u6709 Resources \u5217\u8868&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/resources<\/p>\n<p>\u83b7\u53d6\u7cfb\u7edf\u4fe1\u606f&#xff08;AI \u667a\u80fd\u89e3\u8bfb&#xff09;&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/resources\/system-info<\/p>\n<p>\u83b7\u53d6\u7528\u6237\u7edf\u8ba1&#xff08;AI \u667a\u80fd\u5206\u6790&#xff09;&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/resources\/user-stats<\/p>\n<p>\u83b7\u53d6\u670d\u52a1\u5668\u72b6\u6001&#xff08;AI \u667a\u80fd\u76d1\u63a7&#xff09;&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/resources\/server-status<\/p>\n<p>\u76f4\u63a5\u8bfb\u53d6\u6307\u5b9a Resource&#xff1a;<\/p>\n<p><span class=\"token function\">curl<\/span> http:\/\/localhost:8081\/api\/mcp\/resources\/system%3A%2F%2Finfo<\/p>\n<p>[\u5efa\u8bae&#xff1a;\u6b64\u5904\u63d2\u5165 Postman \u6d4b\u8bd5\u622a\u56fe\u6216\u7ec8\u7aef\u8f93\u51fa\u622a\u56fe]<\/p>\n<hr \/>\n<h3>\u516d\u3001Prompts \u548c Resources \u63a7\u5236\u5668\u8be6\u89e3<\/h3>\n<h4>6.1 Prompts \u63a7\u5236\u5668\u5b9e\u73b0<\/h4>\n<p>McpPromptController \u63d0\u4f9b\u4e86 Prompt \u6a21\u677f\u76f8\u5173\u7684 REST API \u63a5\u53e3&#xff0c;\u652f\u6301\u83b7\u53d6\u63d0\u793a\u5217\u8868\u3001\u83b7\u53d6\u6307\u5b9a\u63d0\u793a\u5185\u5bb9\u4ee5\u53ca\u4f7f\u7528\u63d0\u793a\u6a21\u677f\u8fdb\u884c\u667a\u80fd\u67e5\u8be2\u3002<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>controller<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>service<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpPromptService<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>web<span class=\"token punctuation\">.<\/span>bind<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Map<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;RestController<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;RequestMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/api\/mcp\/prompts&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">McpPromptController<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">McpPromptService<\/span> mcpPromptService<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">McpPromptController<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">McpPromptService<\/span> mcpPromptService<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>mcpPromptService <span class=\"token operator\">&#061;<\/span> mcpPromptService<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u6240\u6709\u53ef\u7528\u7684 Prompts \u6a21\u677f\u5217\u8868<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">listPrompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpPromptService<span class=\"token punctuation\">.<\/span><span class=\"token function\">listPrompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u6307\u5b9a Prompt \u6a21\u677f\u7684\u5185\u5bb9<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/{name}&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;PathVariable<\/span> <span class=\"token class-name\">String<\/span> name<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpPromptService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getPrompt<\/span><span class=\"token punctuation\">(<\/span>name<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u4f7f\u7528\u7528\u6237\u67e5\u8be2\u52a9\u624b Prompt \u6a21\u677f<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;PostMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/user-query&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">queryUsersWithUserQueryPrompt<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestBody<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> queryType <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getOrDefault<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryType&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;all&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> queryValue <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryValue&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> promptArgs <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryType&#034;<\/span><span class=\"token punctuation\">,<\/span> queryType<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>queryValue <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryValue&#034;<\/span><span class=\"token punctuation\">,<\/span> queryValue<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> mcpPromptService<span class=\"token punctuation\">.<\/span><span class=\"token function\">queryUsersWithPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user-query-assistant&#034;<\/span><span class=\"token punctuation\">,<\/span> promptArgs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u4f7f\u7528\u6570\u636e\u5206\u6790\u52a9\u624b Prompt \u6a21\u677f<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;PostMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/data-analysis&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">analyzeUsersWithDataAnalysisPrompt<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestBody<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> analysisType <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">getOrDefault<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;analysisType&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;stats&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> promptArgs <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;analysisType&#034;<\/span><span class=\"token punctuation\">,<\/span> analysisType<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> mcpPromptService<span class=\"token punctuation\">.<\/span><span class=\"token function\">queryUsersWithPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;data-analysis&#034;<\/span><span class=\"token punctuation\">,<\/span> promptArgs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u4f7f\u7528\u7528\u6237\u521b\u5efa\u52a9\u624b Prompt \u6a21\u677f<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;PostMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/user-creation&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">createUserWithUserCreationPrompt<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token annotation punctuation\">&#064;RequestBody<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> request<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> username <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;username&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> email <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;email&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> phone <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">Integer<\/span> age <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;age&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">?<\/span> <span class=\"token class-name\">Integer<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">valueOf<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;age&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">toString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">:<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> promptArgs <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>username <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;username&#034;<\/span><span class=\"token punctuation\">,<\/span> username<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>email <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;email&#034;<\/span><span class=\"token punctuation\">,<\/span> email<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>phone <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token punctuation\">,<\/span> phone<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>age <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span><span class=\"token punctuation\">)<\/span> promptArgs<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;age&#034;<\/span><span class=\"token punctuation\">,<\/span> age<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> mcpPromptService<span class=\"token punctuation\">.<\/span><span class=\"token function\">queryUsersWithPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user-creation-assistant&#034;<\/span><span class=\"token punctuation\">,<\/span> promptArgs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>6.2 Prompts \u670d\u52a1\u5b9e\u73b0<\/h4>\n<p>McpPromptService \u8d1f\u8d23\u5904\u7406 MCP Prompt \u6a21\u677f\u76f8\u5173\u7684\u64cd\u4f5c&#xff0c;\u5305\u62ec\u83b7\u53d6\u63d0\u793a\u5217\u8868\u3001\u83b7\u53d6\u63d0\u793a\u5185\u5bb9\u4ee5\u53ca\u7ed3\u5408 AI \u8fdb\u884c\u667a\u80fd\u5904\u7406\u3002<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>service<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpAsyncClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>spec<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpSchema<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ChatClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>stereotype<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Service<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">List<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Map<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Service<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">McpPromptService<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">McpAsyncClient<\/span> mcpAsyncClient<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">UserMcpService<\/span> userMcpService<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">McpPromptService<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">McpAsyncClient<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> mcpAsyncClients<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token class-name\">UserMcpService<\/span> userMcpService<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>mcpAsyncClient <span class=\"token operator\">&#061;<\/span> mcpAsyncClients<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>client <span class=\"token operator\">-&gt;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">getClientInfo<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user-client &#8211; user-server&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElseThrow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">IllegalArgumentException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u672a\u627e\u5230 user-client \u5ba2\u6237\u7aef&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>chatClientBuilder <span class=\"token operator\">&#061;<\/span> chatClientBuilder<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>userMcpService <span class=\"token operator\">&#061;<\/span> userMcpService<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u6240\u6709\u53ef\u7528\u7684 Prompts \u6a21\u677f\u5217\u8868<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">listPrompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">listPrompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>prompts <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u83b7\u53d6\u63d0\u793a\u5217\u8868: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> prompts<span class=\"token punctuation\">.<\/span><span class=\"token function\">prompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; \u4e2a\u63d0\u793a&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                            <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;prompts&#034;<\/span><span class=\"token punctuation\">,<\/span> prompts<span class=\"token punctuation\">.<\/span><span class=\"token function\">prompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>prompt <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                            <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">,<\/span> prompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> prompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">description<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                            <span class=\"token string\">&#034;arguments&#034;<\/span><span class=\"token punctuation\">,<\/span> prompt<span class=\"token punctuation\">.<\/span><span class=\"token function\">arguments<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;count&#034;<\/span><span class=\"token punctuation\">,<\/span> prompts<span class=\"token punctuation\">.<\/span><span class=\"token function\">prompts<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u83b7\u53d6\u63d0\u793a\u5217\u8868\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u6307\u5b9a Prompt \u6a21\u677f\u7684\u5185\u5bb9<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> name<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> arguments<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>GetPromptRequest<\/span> request <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>GetPromptRequest<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                name<span class=\"token punctuation\">,<\/span><br \/>\n                arguments <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">?<\/span> arguments <span class=\"token operator\">:<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u83b7\u53d6\u63d0\u793a: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> name <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; \u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> arguments<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">getPrompt<\/span><span class=\"token punctuation\">(<\/span>request<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>result <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u63d0\u793a\u83b7\u53d6\u6210\u529f: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> name<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                            <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">,<\/span> name<span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">.<\/span><span class=\"token function\">description<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">.<\/span><span class=\"token function\">messages<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>message <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">instanceof<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextContent<\/span> textContent<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                            <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                                    <span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> message<span class=\"token punctuation\">.<\/span><span class=\"token function\">role<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                                    <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> textContent<span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                        <span class=\"token punctuation\">}<\/span><br \/>\n                                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                                <span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">,<\/span> message<span class=\"token punctuation\">.<\/span><span class=\"token function\">role<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                                <span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u975e\u6587\u672c\u5185\u5bb9&#034;<\/span><br \/>\n                                        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u83b7\u53d6\u63d0\u793a\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">,<\/span> name<br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u4f7f\u7528\u6307\u5b9a Prompt \u6a21\u677f\u8fdb\u884c\u7528\u6237\u67e5\u8be2<br \/>\n     * \u7ed3\u5408 AI \u52a9\u624b\u667a\u80fd\u5904\u7406\u67e5\u8be2\u7ed3\u679c<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">queryUsersWithPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> promptName<span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> promptArgs<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token function\">getPrompt<\/span><span class=\"token punctuation\">(<\/span>promptName<span class=\"token punctuation\">,<\/span> promptArgs<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>promptResult <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Boolean<\/span><span class=\"token punctuation\">)<\/span> promptResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>promptResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u6839\u636e\u4e0d\u540c\u7684\u63d0\u793a\u6a21\u677f\u6267\u884c\u76f8\u5e94\u7684\u7528\u6237\u67e5\u8be2<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">switch<\/span> <span class=\"token punctuation\">(<\/span>promptName<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">case<\/span> <span class=\"token string\">&#034;user-query-assistant&#034;<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token function\">executeUserQueryPrompt<\/span><span class=\"token punctuation\">(<\/span>promptArgs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                        <span class=\"token keyword\">case<\/span> <span class=\"token string\">&#034;data-analysis&#034;<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token function\">executeDataAnalysisPrompt<\/span><span class=\"token punctuation\">(<\/span>promptArgs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                        <span class=\"token keyword\">case<\/span> <span class=\"token string\">&#034;user-creation-assistant&#034;<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token function\">executeUserCreationPrompt<\/span><span class=\"token punctuation\">(<\/span>promptArgs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                        <span class=\"token keyword\">default<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                <span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4e0d\u652f\u6301\u7684\u63d0\u793a\u6a21\u677f: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> promptName<br \/>\n                        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u6267\u884c\u7528\u6237\u67e5\u8be2\u63d0\u793a\u6a21\u677f &#8211; \u771f\u6b63\u7684AI\u52a9\u624b\u5b9e\u73b0<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">executeUserQueryPrompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> args<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u8c03\u7528\u7528\u6237\u67e5\u8be2AI\u52a9\u624b&#xff0c;\u53c2\u6570: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> args<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token class-name\">String<\/span> queryType <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> args<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryType&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token class-name\">String<\/span> queryValue <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> args<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryValue&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/ \u8c03\u7528MCP\u670d\u52a1\u7aef\u7684\u7528\u6237\u67e5\u8be2\u52a9\u624bPrompt<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">getPrompt<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>GetPromptRequest<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user-query-assistant&#034;<\/span><span class=\"token punctuation\">,<\/span> args<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>promptResult <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token comment\">\/\/ \u83b7\u53d6AI\u751f\u6210\u7684\u63d0\u793a\u5185\u5bb9<\/span><br \/>\n            <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>PromptMessage<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> messages <span class=\"token operator\">&#061;<\/span> promptResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">messages<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> errorResult <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                errorResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                errorResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;AI\u52a9\u624b\u672a\u751f\u6210\u6709\u6548\u7684\u63d0\u793a\u5185\u5bb9&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>errorResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><\/p>\n<p>            <span class=\"token comment\">\/\/ \u63d0\u53d6AI\u751f\u6210\u7684\u63d0\u793a\u6587\u672c<\/span><br \/>\n            <span class=\"token class-name\">String<\/span> aiPrompt <span class=\"token operator\">&#061;<\/span> messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>msg <span class=\"token operator\">-&gt;<\/span> msg<span class=\"token punctuation\">.<\/span><span class=\"token function\">role<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>Role<\/span><span class=\"token punctuation\">.<\/span><span class=\"token constant\">USER<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>msg <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>msg<span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">instanceof<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextContent<\/span> textContent<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                            <span class=\"token keyword\">return<\/span> textContent<span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                        <span class=\"token punctuation\">}<\/span><br \/>\n                        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElse<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u7528\u6237\u67e5\u8be2AI\u52a9\u624b\u751f\u6210\u7684\u63d0\u793a: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> aiPrompt<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token comment\">\/\/ \u5148\u83b7\u53d6\u7528\u6237\u6570\u636e<\/span><br \/>\n            <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> userDataMono <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">switch<\/span> <span class=\"token punctuation\">(<\/span>queryType<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">case<\/span> <span class=\"token string\">&#034;byId&#034;<\/span> <span class=\"token operator\">-&gt;<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUserById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Long<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">valueOf<\/span><span class=\"token punctuation\">(<\/span>queryValue<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token keyword\">case<\/span> <span class=\"token string\">&#034;byName&#034;<\/span> <span class=\"token operator\">-&gt;<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUserByUsername<\/span><span class=\"token punctuation\">(<\/span>queryValue<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token keyword\">default<\/span> <span class=\"token operator\">-&gt;<\/span> userMcpService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getAllUsers<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token comment\">\/\/ \u4f7f\u7528ChatClient\u8c03\u7528\u5927\u6a21\u578b\u8fdb\u884c\u667a\u80fd\u67e5\u8be2\u5904\u7406<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> userDataMono<span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>userData <span class=\"token operator\">-&gt;<\/span><br \/>\n                    chatClientBuilder<span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>aiPrompt <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034;\\\\n\\\\n\u67e5\u8be2\u7ed3\u679c\u6570\u636e&#xff1a;\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> userData<span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">collectList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>list <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">join<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> list<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>aiResponse <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u7528\u6237\u67e5\u8be2AI\u52a9\u624b\u54cd\u5e94: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> aiResponse<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                                <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryType&#034;<\/span><span class=\"token punctuation\">,<\/span> queryType <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">?<\/span> queryType <span class=\"token operator\">:<\/span> <span class=\"token string\">&#034;all&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;queryValue&#034;<\/span><span class=\"token punctuation\">,<\/span> queryValue<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiResponse&#034;<\/span><span class=\"token punctuation\">,<\/span> aiResponse<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;rawData&#034;<\/span><span class=\"token punctuation\">,<\/span> userData<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiProcessed&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u67e5\u8be2\u7ed3\u679c\u7531AI\u52a9\u624b\u667a\u80fd\u5904\u7406&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>err<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpPromptService] \u7528\u6237\u67e5\u8be2AI\u52a9\u624b\u8c03\u7528\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> errorResult <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            errorResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            errorResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7528\u6237\u67e5\u8be2AI\u52a9\u624b\u8c03\u7528\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>errorResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/ \u5176\u4ed6\u6267\u884c\u65b9\u6cd5&#8230;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>6.3 Resources \u63a7\u5236\u5668\u5b9e\u73b0<\/h4>\n<p>McpResourceController \u63d0\u4f9b\u4e86 Resource \u8d44\u6e90\u76f8\u5173\u7684 REST API \u63a5\u53e3&#xff0c;\u652f\u6301\u83b7\u53d6\u8d44\u6e90\u5217\u8868\u3001\u8bfb\u53d6\u8d44\u6e90\u5185\u5bb9\u4ee5\u53ca\u4f7f\u7528 AI \u667a\u80fd\u89e3\u8bfb\u8d44\u6e90\u6570\u636e\u3002<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>controller<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>service<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpResourceService<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>web<span class=\"token punctuation\">.<\/span>bind<span class=\"token punctuation\">.<\/span>annotation<span class=\"token punctuation\">.<\/span><\/span><span class=\"token operator\">*<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Map<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;RestController<\/span><br \/>\n<span class=\"token annotation punctuation\">&#064;RequestMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/api\/mcp\/resources&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">McpResourceController<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">McpResourceService<\/span> mcpResourceService<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">McpResourceController<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">McpResourceService<\/span> mcpResourceService<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>mcpResourceService <span class=\"token operator\">&#061;<\/span> mcpResourceService<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u6240\u6709\u53ef\u7528\u7684 Resources \u5217\u8868<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">listResources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpResourceService<span class=\"token punctuation\">.<\/span><span class=\"token function\">listResources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u8bfb\u53d6\u6307\u5b9a Resource \u7684\u5185\u5bb9<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/{uri}&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token annotation punctuation\">&#064;PathVariable<\/span> <span class=\"token class-name\">String<\/span> uri<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpResourceService<span class=\"token punctuation\">.<\/span><span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span>uri<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u7cfb\u7edf\u4fe1\u606f\u8d44\u6e90&#xff08;AI \u667a\u80fd\u89e3\u8bfb&#xff09;<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/system-info&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getSystemInfo<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpResourceService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getSystemInfo<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u7528\u6237\u7edf\u8ba1\u8d44\u6e90&#xff08;AI \u667a\u80fd\u5206\u6790&#xff09;<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/user-stats&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getUserStats<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpResourceService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getUserStats<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u670d\u52a1\u5668\u72b6\u6001\u8d44\u6e90&#xff08;AI \u667a\u80fd\u76d1\u63a7&#xff09;<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token annotation punctuation\">&#064;GetMapping<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\/server-status&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getServerStatus<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpResourceService<span class=\"token punctuation\">.<\/span><span class=\"token function\">getServerStatus<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>6.4 Resources \u670d\u52a1\u5b9e\u73b0<\/h4>\n<p>McpResourceService \u8d1f\u8d23\u5904\u7406 MCP Resource \u8d44\u6e90\u76f8\u5173\u7684\u64cd\u4f5c&#xff0c;\u5305\u62ec\u83b7\u53d6\u8d44\u6e90\u5217\u8868\u3001\u8bfb\u53d6\u8d44\u6e90\u5185\u5bb9\u4ee5\u53ca\u7ed3\u5408 AI \u8fdb\u884c\u667a\u80fd\u89e3\u8bfb\u548c\u5206\u6790\u3002<\/p>\n<p><span class=\"token keyword\">package<\/span> <span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>example<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>service<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpAsyncClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">io<span class=\"token punctuation\">.<\/span>modelcontextprotocol<span class=\"token punctuation\">.<\/span>spec<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">McpSchema<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>ai<span class=\"token punctuation\">.<\/span>chat<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">ChatClient<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">org<span class=\"token punctuation\">.<\/span>springframework<span class=\"token punctuation\">.<\/span>stereotype<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Service<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">reactor<span class=\"token punctuation\">.<\/span>core<span class=\"token punctuation\">.<\/span>publisher<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Mono<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">List<\/span><\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> <span class=\"token import\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span><span class=\"token class-name\">Map<\/span><\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p><span class=\"token annotation punctuation\">&#064;Service<\/span><br \/>\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">McpResourceService<\/span> <span class=\"token punctuation\">{<\/span><\/p>\n<p>    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">McpAsyncClient<\/span> mcpAsyncClient<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">McpResourceService<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">McpAsyncClient<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> mcpAsyncClients<span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token class-name\">ChatClient<span class=\"token punctuation\">.<\/span>Builder<\/span> chatClientBuilder<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>mcpAsyncClient <span class=\"token operator\">&#061;<\/span> mcpAsyncClients<span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">filter<\/span><span class=\"token punctuation\">(<\/span>client <span class=\"token operator\">-&gt;<\/span> client<span class=\"token punctuation\">.<\/span><span class=\"token function\">getClientInfo<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">equals<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user-client &#8211; user-server&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">findFirst<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">orElseThrow<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">IllegalArgumentException<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u672a\u627e\u5230 user-client \u5ba2\u6237\u7aef&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>chatClientBuilder <span class=\"token operator\">&#061;<\/span> chatClientBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u6240\u6709\u53ef\u7528\u7684 Resources \u5217\u8868<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">listResources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">listResources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>resources <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] \u83b7\u53d6\u8d44\u6e90\u5217\u8868: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> resources<span class=\"token punctuation\">.<\/span><span class=\"token function\">resources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token string\">&#034; \u4e2a\u8d44\u6e90&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                            <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;resources&#034;<\/span><span class=\"token punctuation\">,<\/span> resources<span class=\"token punctuation\">.<\/span><span class=\"token function\">resources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>resource <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                            <span class=\"token string\">&#034;uri&#034;<\/span><span class=\"token punctuation\">,<\/span> resource<span class=\"token punctuation\">.<\/span><span class=\"token function\">uri<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                            <span class=\"token string\">&#034;name&#034;<\/span><span class=\"token punctuation\">,<\/span> resource<span class=\"token punctuation\">.<\/span><span class=\"token function\">name<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                            <span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> resource<span class=\"token punctuation\">.<\/span><span class=\"token function\">description<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                            <span class=\"token string\">&#034;mimeType&#034;<\/span><span class=\"token punctuation\">,<\/span> resource<span class=\"token punctuation\">.<\/span><span class=\"token function\">mimeType<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;count&#034;<\/span><span class=\"token punctuation\">,<\/span> resources<span class=\"token punctuation\">.<\/span><span class=\"token function\">resources<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u83b7\u53d6\u8d44\u6e90\u5217\u8868\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u8bfb\u53d6\u6307\u5b9a Resource \u7684\u5185\u5bb9<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span> uri<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] \u8bfb\u53d6\u8d44\u6e90: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> uri<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> mcpAsyncClient<span class=\"token punctuation\">.<\/span><span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">new<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>ReadResourceRequest<\/span><span class=\"token punctuation\">(<\/span>uri<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>result <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] \u8d44\u6e90\u8bfb\u53d6\u6210\u529f: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> uri<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                            <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;uri&#034;<\/span><span class=\"token punctuation\">,<\/span> uri<span class=\"token punctuation\">,<\/span><br \/>\n                            <span class=\"token string\">&#034;contents&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">.<\/span><span class=\"token function\">contents<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>content <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>content <span class=\"token keyword\">instanceof<\/span> <span class=\"token class-name\">McpSchema<span class=\"token punctuation\">.<\/span>TextResourceContents<\/span> textContent<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                            <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                                                    <span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                                    <span class=\"token string\">&#034;mimeType&#034;<\/span><span class=\"token punctuation\">,<\/span> textContent<span class=\"token punctuation\">.<\/span><span class=\"token function\">mimeType<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                                                    <span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span> textContent<span class=\"token punctuation\">.<\/span><span class=\"token function\">text<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                            <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                        <span class=\"token punctuation\">}<\/span><br \/>\n                                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;type&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;unknown&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                                    <span class=\"token punctuation\">.<\/span><span class=\"token function\">toList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                    <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">of<\/span><span class=\"token punctuation\">(<\/span><br \/>\n                        <span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;error&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u8bfb\u53d6\u8d44\u6e90\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                        <span class=\"token string\">&#034;uri&#034;<\/span><span class=\"token punctuation\">,<\/span> uri<br \/>\n                <span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u7cfb\u7edf\u4fe1\u606f\u8d44\u6e90 &#8211; \u4f7f\u7528AI\u52a9\u624b\u667a\u80fd\u89e3\u8bfb<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getSystemInfo<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] \u4f7f\u7528AI\u52a9\u624b\u83b7\u53d6\u7cfb\u7edf\u4fe1\u606f&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;system:\/\/info&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>resourceResult <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Boolean<\/span><span class=\"token punctuation\">)<\/span> resourceResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u63d0\u53d6\u8d44\u6e90\u5185\u5bb9<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> resourceContent <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">extractResourceContent<\/span><span class=\"token punctuation\">(<\/span>resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u4f7f\u7528AI\u52a9\u624b\u667a\u80fd\u89e3\u8bfb\u7cfb\u7edf\u4fe1\u606f<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> aiPrompt <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u7cfb\u7edf\u4fe1\u606f\u89e3\u8bfb\u4e13\u5bb6\u3002\u8bf7\u89e3\u8bfb\u4ee5\u4e0bMCP\u670d\u52a1\u5668\u7cfb\u7edf\u4fe1\u606f&#xff0c;&#034;<\/span> <span class=\"token operator\">&#043;<\/span><br \/>\n                            <span class=\"token string\">&#034;\u5e76\u4ee5\u53cb\u597d\u3001\u6613\u61c2\u7684\u65b9\u5f0f\u603b\u7ed3\u670d\u52a1\u5668\u7684\u57fa\u672c\u914d\u7f6e\u548c\u80fd\u529b&#xff1a;\\\\n\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> resourceContent<span class=\"token punctuation\">;<\/span><\/p>\n<p>                    <span class=\"token keyword\">return<\/span> chatClientBuilder<span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>aiPrompt<span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">collectList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>list <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">join<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> list<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>aiResponse <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] AI\u7cfb\u7edf\u4fe1\u606f\u89e3\u8bfb\u5b8c\u6210&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                                <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;uri&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;system:\/\/info&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;rawData&#034;<\/span><span class=\"token punctuation\">,<\/span> resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiInterpretation&#034;<\/span><span class=\"token punctuation\">,<\/span> aiResponse<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiProcessed&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7cfb\u7edf\u4fe1\u606f\u7531AI\u52a9\u624b\u667a\u80fd\u89e3\u8bfb&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>err<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] AI\u7cfb\u7edf\u4fe1\u606f\u89e3\u8bfb\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token comment\">\/\/ \u5982\u679cAI\u5904\u7406\u5931\u8d25&#xff0c;\u8fd4\u56de\u539f\u59cb\u8d44\u6e90\u6570\u636e<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;system:\/\/info&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u7528\u6237\u7edf\u8ba1\u8d44\u6e90 &#8211; \u4f7f\u7528AI\u52a9\u624b\u667a\u80fd\u5206\u6790<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getUserStats<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] \u4f7f\u7528AI\u52a9\u624b\u5206\u6790\u7528\u6237\u7edf\u8ba1&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;users:\/\/stats&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>resourceResult <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Boolean<\/span><span class=\"token punctuation\">)<\/span> resourceResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u63d0\u53d6\u8d44\u6e90\u5185\u5bb9<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> resourceContent <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">extractResourceContent<\/span><span class=\"token punctuation\">(<\/span>resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u4f7f\u7528AI\u52a9\u624b\u667a\u80fd\u5206\u6790\u7528\u6237\u7edf\u8ba1\u6570\u636e<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> aiPrompt <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u6570\u636e\u5206\u6790\u4e13\u5bb6\u3002\u8bf7\u5206\u6790\u4ee5\u4e0b\u7528\u6237\u7edf\u8ba1\u6570\u636e&#xff0c;&#034;<\/span> <span class=\"token operator\">&#043;<\/span><br \/>\n                            <span class=\"token string\">&#034;\u63d0\u4f9b\u6d1e\u5bdf\u548c\u5efa\u8bae&#xff0c;\u5305\u62ec\u7528\u6237\u6d3b\u8dc3\u5ea6\u5206\u6790\u3001\u589e\u957f\u8d8b\u52bf\u7b49&#xff1a;\\\\n\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> resourceContent<span class=\"token punctuation\">;<\/span><\/p>\n<p>                    <span class=\"token keyword\">return<\/span> chatClientBuilder<span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>aiPrompt<span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">collectList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>list <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">join<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> list<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>aiResponse <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] AI\u7528\u6237\u7edf\u8ba1\u5206\u6790\u5b8c\u6210&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                                <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;uri&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;users:\/\/stats&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;rawData&#034;<\/span><span class=\"token punctuation\">,<\/span> resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiAnalysis&#034;<\/span><span class=\"token punctuation\">,<\/span> aiResponse<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiProcessed&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7528\u6237\u7edf\u8ba1\u7531AI\u52a9\u624b\u667a\u80fd\u5206\u6790&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>err<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] AI\u7528\u6237\u7edf\u8ba1\u5206\u6790\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token comment\">\/\/ \u5982\u679cAI\u5904\u7406\u5931\u8d25&#xff0c;\u8fd4\u56de\u539f\u59cb\u8d44\u6e90\u6570\u636e<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;users:\/\/stats&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u83b7\u53d6\u670d\u52a1\u5668\u72b6\u6001\u8d44\u6e90 &#8211; \u4f7f\u7528AI\u52a9\u624b\u667a\u80fd\u76d1\u63a7<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">public<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> <span class=\"token function\">getServerStatus<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] \u4f7f\u7528AI\u52a9\u624b\u76d1\u63a7\u670d\u52a1\u5668\u72b6\u6001&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;system:\/\/status&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">flatMap<\/span><span class=\"token punctuation\">(<\/span>resourceResult <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Boolean<\/span><span class=\"token punctuation\">)<\/span> resourceResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">return<\/span> <span class=\"token class-name\">Mono<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">just<\/span><span class=\"token punctuation\">(<\/span>resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u63d0\u53d6\u8d44\u6e90\u5185\u5bb9<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> resourceContent <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">extractResourceContent<\/span><span class=\"token punctuation\">(<\/span>resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                    <span class=\"token comment\">\/\/ \u4f7f\u7528AI\u52a9\u624b\u667a\u80fd\u76d1\u63a7\u670d\u52a1\u5668\u72b6\u6001<\/span><br \/>\n                    <span class=\"token class-name\">String<\/span> aiPrompt <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u4e00\u4e2a\u7cfb\u7edf\u8fd0\u7ef4\u4e13\u5bb6\u3002\u8bf7\u5206\u6790\u4ee5\u4e0b\u670d\u52a1\u5668\u72b6\u6001\u4fe1\u606f&#xff0c;&#034;<\/span> <span class=\"token operator\">&#043;<\/span><br \/>\n                            <span class=\"token string\">&#034;\u8bc4\u4f30\u7cfb\u7edf\u5065\u5eb7\u72b6\u51b5&#xff0c;\u5e76\u63d0\u4f9b\u4f18\u5316\u5efa\u8bae&#xff1a;\\\\n\\\\n&#034;<\/span> <span class=\"token operator\">&#043;<\/span> resourceContent<span class=\"token punctuation\">;<\/span><\/p>\n<p>                    <span class=\"token keyword\">return<\/span> chatClientBuilder<span class=\"token punctuation\">.<\/span><span class=\"token function\">build<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">prompt<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">user<\/span><span class=\"token punctuation\">(<\/span>aiPrompt<span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">stream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">content<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">collectList<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>list <span class=\"token operator\">-&gt;<\/span> <span class=\"token class-name\">String<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">join<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">,<\/span> list<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                            <span class=\"token punctuation\">.<\/span><span class=\"token function\">map<\/span><span class=\"token punctuation\">(<\/span>aiResponse <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                                <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>out<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] AI\u670d\u52a1\u5668\u72b6\u6001\u76d1\u63a7\u5b8c\u6210&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>                                <span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> result <span class=\"token operator\">&#061;<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\"><span class=\"token namespace\">java<span class=\"token punctuation\">.<\/span>util<span class=\"token punctuation\">.<\/span><\/span>HashMap<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;success&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;uri&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;system:\/\/status&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;rawData&#034;<\/span><span class=\"token punctuation\">,<\/span> resourceResult<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiMonitoring&#034;<\/span><span class=\"token punctuation\">,<\/span> aiResponse<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;aiProcessed&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                result<span class=\"token punctuation\">.<\/span><span class=\"token function\">put<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;description&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u670d\u52a1\u5668\u72b6\u6001\u7531AI\u52a9\u624b\u667a\u80fd\u76d1\u63a7&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                                <span class=\"token keyword\">return<\/span> result<span class=\"token punctuation\">;<\/span><br \/>\n                            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token punctuation\">.<\/span><span class=\"token function\">onErrorResume<\/span><span class=\"token punctuation\">(<\/span>e <span class=\"token operator\">-&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token class-name\">System<\/span><span class=\"token punctuation\">.<\/span>err<span class=\"token punctuation\">.<\/span><span class=\"token function\">println<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[McpResourceService] AI\u670d\u52a1\u5668\u72b6\u6001\u76d1\u63a7\u5931\u8d25: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> e<span class=\"token punctuation\">.<\/span><span class=\"token function\">getMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token comment\">\/\/ \u5982\u679cAI\u5904\u7406\u5931\u8d25&#xff0c;\u8fd4\u56de\u539f\u59cb\u8d44\u6e90\u6570\u636e<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> <span class=\"token function\">readResource<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;system:\/\/status&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/**<br \/>\n     * \u4ece\u8d44\u6e90\u7ed3\u679c\u4e2d\u63d0\u53d6\u5185\u5bb9\u6587\u672c<br \/>\n     *\/<\/span><br \/>\n    <span class=\"token keyword\">private<\/span> <span class=\"token class-name\">String<\/span> <span class=\"token function\">extractResourceContent<\/span><span class=\"token punctuation\">(<\/span><span class=\"token class-name\">Map<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> resourceResult<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span> contents <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">List<\/span><span class=\"token generics\"><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">Map<\/span><span class=\"token punctuation\">&lt;<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token class-name\">Object<\/span><span class=\"token punctuation\">&gt;<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">)<\/span> resourceResult<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;contents&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>contents <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">null<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span>contents<span class=\"token punctuation\">.<\/span><span class=\"token function\">isEmpty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token class-name\">String<\/span><span class=\"token punctuation\">)<\/span> contents<span class=\"token punctuation\">.<\/span><span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">getOrDefault<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;text&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h4>6.5 \u8bbe\u8ba1\u4eae\u70b9<\/h4>\n<p>1. AI \u589e\u5f3a\u7684 Prompts \u5904\u7406<\/p>\n<ul>\n<li>\u670d\u52a1\u7aef\u5b9a\u4e49 Prompt \u6a21\u677f&#xff0c;\u5ba2\u6237\u7aef\u83b7\u53d6\u540e\u7ed3\u5408 AI \u8fdb\u884c\u667a\u80fd\u5904\u7406<\/li>\n<li>\u652f\u6301\u52a8\u6001\u53c2\u6570\u6ce8\u5165&#xff0c;\u5b9e\u73b0\u4e2a\u6027\u5316\u7684 AI \u52a9\u624b\u529f\u80fd<\/li>\n<li>\u901a\u8fc7 ChatClient \u8c03\u7528\u5927\u6a21\u578b&#xff0c;\u5b9e\u73b0\u771f\u6b63\u7684\u667a\u80fd\u4ea4\u4e92<\/li>\n<\/ul>\n<p>2. AI \u589e\u5f3a\u7684 Resources \u89e3\u8bfb<\/p>\n<ul>\n<li>\u4e0d\u4ec5\u8fd4\u56de\u539f\u59cb\u8d44\u6e90\u6570\u636e&#xff0c;\u8fd8\u63d0\u4f9b AI \u667a\u80fd\u89e3\u8bfb\u548c\u5206\u6790<\/li>\n<li>\u7cfb\u7edf\u4fe1\u606f\u89e3\u8bfb&#xff1a;\u5c06\u6280\u672f\u914d\u7f6e\u8f6c\u5316\u4e3a\u6613\u61c2\u7684\u63cf\u8ff0<\/li>\n<li>\u7528\u6237\u7edf\u8ba1\u5206\u6790&#xff1a;\u63d0\u4f9b\u6570\u636e\u6d1e\u5bdf\u548c\u4e1a\u52a1\u5efa\u8bae<\/li>\n<li>\u670d\u52a1\u5668\u72b6\u6001\u76d1\u63a7&#xff1a;\u8bc4\u4f30\u5065\u5eb7\u72b6\u51b5\u5e76\u63d0\u4f9b\u4f18\u5316\u5efa\u8bae<\/li>\n<\/ul>\n<p>3. \u9519\u8bef\u5904\u7406\u4e0e\u964d\u7ea7\u7b56\u7565<\/p>\n<ul>\n<li>AI \u5904\u7406\u5931\u8d25\u65f6\u81ea\u52a8\u8fd4\u56de\u539f\u59cb\u6570\u636e&#xff0c;\u4fdd\u8bc1\u670d\u52a1\u53ef\u7528\u6027<\/li>\n<li>\u4f7f\u7528 onErrorResume \u5b9e\u73b0\u4f18\u96c5\u7684\u9519\u8bef\u6062\u590d<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e03\u3001\u603b\u7ed3\u4e0e\u6269\u5c55<\/h3>\n<h4>7.1 \u672c\u6587\u6838\u5fc3\u8981\u70b9<\/h4>\n<li>\u65e0\u72b6\u6001 MCP \u670d\u52a1\u5668\u9002\u5408\u4e91\u539f\u751f\u90e8\u7f72&#xff0c;\u901a\u8fc7 protocol: STATELESS \u542f\u7528<\/li>\n<li>\u4ee3\u7801\u65b9\u5f0f\u914d\u7f6e\u6bd4\u6ce8\u89e3\u65b9\u5f0f\u66f4\u7075\u6d3b&#xff0c;\u9002\u5408\u590d\u6742\u4e1a\u52a1\u573a\u666f<\/li>\n<li>R2DBC &#043; WebFlux \u63d0\u4f9b\u4e86\u5168\u54cd\u5e94\u5f0f\u6280\u672f\u6808<\/li>\n<li>Tools\/Resources\/Prompts \u4e09\u5927\u80fd\u529b\u8986\u76d6 AI \u4ea4\u4e92\u5168\u573a\u666f<\/li>\n<h4>7.2 \u53ef\u6269\u5c55\u65b9\u5411<\/h4>\n<li>\n<p>\u6dfb\u52a0\u8ba4\u8bc1\u9274\u6743&#xff1a;<\/p>\n<ul>\n<li>\u4f7f\u7528 Spring Security \u4fdd\u62a4 MCP \u7aef\u70b9<\/li>\n<li>\u5b9e\u73b0 API Key \u6216 JWT \u9a8c\u8bc1<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u96c6\u6210\u66f4\u591a AI \u6a21\u578b&#xff1a;<\/p>\n<ul>\n<li>\u652f\u6301 Claude\u3001GPT-4\u3001\u6587\u5fc3\u4e00\u8a00\u7b49<\/li>\n<li>\u5b9e\u73b0\u6a21\u578b\u8def\u7531\u548c\u8d1f\u8f7d\u5747\u8861<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6dfb\u52a0\u76d1\u63a7\u548c\u65e5\u5fd7&#xff1a;<\/p>\n<ul>\n<li>\u96c6\u6210 Micrometer \u548c Prometheus<\/li>\n<li>\u8bb0\u5f55\u5de5\u5177\u8c03\u7528\u65e5\u5fd7<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u652f\u6301\u66f4\u591a\u6570\u636e\u5e93&#xff1a;<\/p>\n<ul>\n<li>MySQL\u3001MongoDB\u3001Redis<\/li>\n<li>\u5b9e\u73b0\u591a\u6570\u636e\u6e90\u5207\u6362<\/li>\n<\/ul>\n<\/li>\n<h4>7.3 \u53c2\u8003\u8d44\u6599<\/h4>\n<ul>\n<li>Spring AI MCP \u5b98\u65b9\u6587\u6863<\/li>\n<li>MCP \u534f\u8bae\u89c4\u8303<\/li>\n<li>Spring R2DBC \u6587\u6863<\/li>\n<\/ul>\n<hr \/>\n<h3>\u5c0f\u7ed3<\/h3>\n<p>\u672c\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528 Spring AI MCP \u6784\u5efa\u65e0\u72b6\u6001\u7528\u6237\u7ba1\u7406\u7cfb\u7edf&#xff0c;\u6db5\u76d6\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef\u7684\u5b8c\u6574\u5b9e\u73b0\u3002\u901a\u8fc7\u672c\u6559\u7a0b&#xff0c;\u4f60\u5e94\u8be5\u5df2\u7ecf\u638c\u63e1\u4e86&#xff1a;<\/p>\n<p>\u2705 MCP \u534f\u8bae\u7684\u6838\u5fc3\u6982\u5ff5 \u2705 Spring AI MCP \u7684\u914d\u7f6e\u65b9\u5f0f \u2705 Tools\u3001Resources\u3001Prompts \u7684\u5b9e\u73b0\u65b9\u6cd5 \u2705 \u54cd\u5e94\u5f0f\u7f16\u7a0b\u5728 MCP \u4e2d\u7684\u5e94\u7528<\/p>\n<hr \/>\n<p>&#x1f4b0; \u4e3a\u4ec0\u4e48\u9009\u62e9 32ai&#xff1f;<\/p>\n<p>\u4f4e\u81f3 0.56 : 1 \u6bd4\u7387 &#x1f517; \u5feb\u901f\u8bbf\u95ee: \u70b9\u51fb\u8bbf\u95ee \u2014 \u76f4\u8fde\u3001\u65e0\u9700\u9b54\u6cd5\u3002<\/p>\n<hr \/>\n<p>\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u4ea4\u6d41\u8ba8\u8bba&#xff01;\u5982\u6709\u95ee\u9898&#xff0c;\u8bf7\u968f\u65f6\u63d0\u51fa\u3002<\/p>\n<p>\u539f\u521b\u58f0\u660e&#xff1a;\u672c\u6587\u4e3a\u539f\u521b\u6559\u7a0b&#xff0c;\u8f6c\u8f7d\u8bf7\u6ce8\u660e\u51fa\u5904<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Spring AI MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668\u5b9e\u6218&#xff1a;\u6784\u5efaAI\u667a\u80fd\u7528\u6237\u7ba1\u7406\u7cfb\u7edf &#x1f4e6; \u9879\u76ee\u6e90\u7801&#xff1a;https:\/\/github.com\/XiFYuW\/spring-ai-course\/tree\/main\/phase-9 \u76ee\u5f55<br \/>\n\u5f15\u8a00\u4e00\u3001MCP \u6838\u5fc3\u6982\u5ff5\u89e3\u6790\u4e8c\u3001\u9879\u76ee\u67b6\u6784\u4e0e\u529f\u80fd\u6982\u89c8\u4e09\u3001\u73af\u5883\u51c6\u5907\u56db\u3001\u670d\u52a1\u7aef\u5b9e\u73b0\u8be6\u89e3\u4e94\u3001\u5ba2\u6237\u7aef\u5b9e\u73b0\u8be6\u89e3\u516d\u3001\u8fd0\u884c\u4e0e\u6d4b\u8bd5\u4e03\u3001\u603b\u7ed3\u4e0e\u6269\u5c55 \u5f15\u8a00<br \/>\nModel Context Protocol (MCP) \u662f Anthropic \u63a8<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[99,101,50],"topic":[],"class_list":["post-85524","post","type-post","status-publish","format-standard","hentry","category-server","tag-java","tag-spring","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Spring AI MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668\u5b9e\u6218\uff1a\u6784\u5efaAI\u667a\u80fd\u7528\u6237\u7ba1\u7406\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/85524.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spring AI MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668\u5b9e\u6218\uff1a\u6784\u5efaAI\u667a\u80fd\u7528\u6237\u7ba1\u7406\u7cfb\u7edf - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"Spring AI MCP \u65e0\u72b6\u6001\u670d\u52a1\u5668\u5b9e\u6218&#xff1a;\u6784\u5efaAI\u667a\u80fd\u7528\u6237\u7ba1\u7406\u7cfb\u7edf &#x1f4e6; 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