{"id":116959,"date":"2026-10-22T10:06:31","date_gmt":"2026-10-22T02:06:31","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/116959.html"},"modified":"2026-10-22T10:06:31","modified_gmt":"2026-10-22T02:06:31","slug":"mcp%e5%ae%9e%e6%88%98%e6%89%8b%e8%ae%b0%ef%bc%88%e5%8d%81%e4%ba%8c%ef%bc%89%ef%bc%9a%e4%bc%81%e4%b8%9a%e7%ba%a7toolbox%e6%b2%bb%e7%90%86-%e4%bb%8e%e8%83%bd%e8%b0%83%e7%94%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/116959.html","title":{"rendered":"MCP\u5b9e\u6218\u624b\u8bb0\uff08\u5341\u4e8c\uff09\uff1a\u4f01\u4e1a\u7ea7Toolbox\u6cbb\u7406\u2014\u2014\u4ece\u201c\u80fd\u8c03\u7528\u201c\u5230\u201c\u6562\u4ea4\u7ed9\u751f\u4ea7\u201c"},"content":{"rendered":"

\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

MCP\u5de5\u5177\u6cbb\u7406\u5b9e\u6218：\u4ece6\u4e2a\u5de5\u5177\u5230\u51e0\u5341\u4e2a，\u6211\u600e\u4e48\u7ba1\u7684<\/p>\n

\u672c\u6587\u662f\u300aMCP\u5b9e\u6218\u624b\u8bb0\u300b\u7b2c\u4e8c\u5b63\u751f\u4ea7\u843d\u5730\u7bc7\u7684\u6cbb\u7406\u7ae0：\u5355\u5de5\u5177\u80fd\u8dd1\u7a33，\u4e0d\u4ee3\u8868\u51e0\u5341\u4e2a\u5de5\u5177\u4ea4\u7ed9agent\u5c31\u6562\u8fdb\u751f\u4ea7\u2014\u2014\u8fd9\u6b63\u662f"\u6cbb\u7406\u5c42"\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u672c\u673a\u5185\u5b58\u4e0eRedis\u591a\u5b9e\u4f8b\u4e24\u79cd\u540e\u7aef，\u5747\u5b9e\u6d4b\u8dd1\u901a\u3002<\/p>\n

0.\u5f00\u7bc7：agent\u5931\u63a7\u7684\u51e0\u79cd\u59ff\u52bf<\/h3>\n

[\u672c\u673a\u8dd1\u901a] \u672c\u6587\u6240\u6709\u4ee3\u7801\u4e0eDocker\u591a\u5b9e\u4f8b\u5b9e\u6d4b\u5747\u672c\u673a\u8dd1\u901a\u3002<\/p>\n

\u505aMCP\u5de5\u5177\u6cbb\u7406，\u628a\u51e0\u5341\u4e2a\u5de5\u5177\u7684\u8c03\u7528\u6743\u4ea4\u7ed9agent，\u4e8b\u6545\u5c31\u6765\u4e86\u3002\u524d\u6587（\u5341）\u8bb2\u4e86\u9ad8\u53ef\u7528\u7b79\u5907\u3001（\u5341\u4e00）\u843d\u5730\u4e86MCP\u7f51\u5173\u4e0e\u65e0\u72b6\u6001\u6539\u9020，\u5355\u5de5\u5177\u5df2\u80fd\u7a33\u7a33\u8dd1；\u4f46\u7bc711\u6211\u4eec\u53ea\u8dd1\u901a\u4e00\u4e2a\u5e97\u957f\u7fa46\u4e2a\u5de5\u5177，\u771f\u5b9e\u96f6\u552e\u662f\u51e0\u5341\u4e2a\u95e8\u5e97\u00d7\u591a\u7c7b\u5de5\u5177\u2014\u2014\u5de5\u5177\u4e00\u591a，\u9ebb\u70e6\u624d\u521a\u5f00\u59cb：<\/p>\n

  • \u649e\u540d：retail-cn\u548clogistics\u5404\u6709\u4e00\u4e2aget_report，agent\u6309\u540d\u5b57\u8c03，\u5230\u5e95\u8c03\u5230\u8c01？<\/li>\n
  • \u8d8a\u6743：query_store\u9700\u8981store:read\u6743\u9650，guest\u8eab\u4efd\u7684agent\u5374\u62ff\u5230\u4e86\u8c03\u7528\u7ed3\u679c\u3002<\/li>\n
  • \u4e0d\u6562\u4e0b\u7ebf：v1\u6709\u4e2abug，v2\u4fee\u597d\u4e86，\u4f46\u8c01\u4e5f\u4e0d\u6562\u628av1\u6458\u6389，\u6015\u6709\u8c03\u7528\u65b9\u8fd8\u5728\u7528\u3002<\/li>\n
  • \u50f5\u5c38：\u67d0\u5de5\u5177\u8d1f\u8d23\u4eba\u79bb\u804c，\u534a\u5e74\u6ca1\u4eba\u7ef4\u62a4，\u5374\u4e00\u76f4\u51fa\u73b0\u5728\u53d1\u73b0\u5217\u8868\u91cc\u3002<\/li>\n

    \u8fd9\u56db\u4ef6\u4e8b，\u9760"\u628a\u5de5\u5177\u5f80MCP\u4e00\u6ce8\u518c"\u89e3\u51b3\u4e0d\u4e86，\u9700\u8981\u4e00\u4e2a\u6cbb\u7406\u5c42：\u6ce8\u518c\u6709\u590d\u5408\u952e\u3001\u53d1\u73b0\u6709\u6743\u9650\u8fc7\u6ee4\u3001\u8c03\u7528\u6709\u6743\u9650\u62e6\u622a\u3001\u7248\u672c\u80fd\u7070\u5ea6\u80fd\u5f03\u7528\u3001\u72b6\u6001\u53ef\u89c2\u6d4b\u3002<\/p>\n

    \u4ec0\u4e48\u65f6\u5019\u9700\u8981\u6cbb\u7406（\u5bf9\u53f7\u5165\u5ea7）：\u5de5\u5177\u6570<10\u5148\u4e0d\u6025；\u226510\u4e0aToolboxRegistry\u89e3\u51b3\u649e\u540d\u4e0e\u53d1\u73b0；\u56e2\u961f\u22652\u4eba\u6216\u6709\u6743\u9650\u98ce\u9669\u52a0\u4e24\u5c42\u62e6\u622a；\u8fed\u4ee3\u9891\u7e41\/\u8981\u7070\u5ea6\u52a0\u7248\u672c\u5171\u5b58\u4e0e\u7070\u5ea6\u8def\u7531\u3002<\/p>\n

    \u5168\u6587\u5bfc\u89c8<\/h3>\n

    \u7bc712 \u662f\u7b2c\u4e8c\u5b63\u751f\u4ea7\u843d\u5730\u7bc7\u7684\u300c\u6cbb\u7406\u7ae0\u300d：\u4ece 6 \u4e2a\u5de5\u5177\u8bb2\u5230\u51e0\u5341\u4e2a\u3001\u4ece\u5355\u5b9e\u4f8b\u8bb2\u5230\u591a\u5b9e\u4f8b\u4e00\u81f4\u3002\u5168\u957f 14 \u8282，\u6309\u9605\u8bfb\u76ee\u7684\u6311\u7740\u770b：<\/p>\n

      \n
    • \u60f3\u5148\u5efa\u7acb\u5168\u8c8c：\u00a71 \u6cbb\u7406\u5c42\u9aa8\u67b6 \u4e00\u5f20\u56fe\u8bb2\u6e05 Registry \u7ba1\u54ea\u56db\u4ef6\u4e8b<\/li>\n
    • \u5de5\u5177\u8001\u649e\u540d \/ \u60f3\u7ba1\u6743\u9650：\u00a72 \u590d\u5408\u952e \u00b7 \u00a73 \u4e24\u5c42\u6743\u9650\u62e6\u622a<\/li>\n
    • \u8981\u4e0a\u7070\u5ea6\u3001\u4e0d\u6562\u8f7b\u6613\u4e0b\u7ebf：\u00a74 \u7248\u672c\u5171\u5b58+\u7070\u5ea6 \u00b7 \u00a76 \u5f03\u7528\u72b6\u6001\u673a<\/li>\n
    • \u5173\u5fc3\u63a5\u53e3\u517c\u5bb9\u4e0e\u5e73\u6ed1\u5347\u7ea7：\u00a75 checksum \u63a5\u53e3\u6307\u7eb9<\/li>\n
    • \u8981\u4e00\u773c\u770b\u6e05\u5de5\u5177\u5065\u5eb7\u5ea6：\u00a77 \u53ef\u89c2\u6d4b\u770b\u677f<\/li>\n
    • \u751f\u4ea7\u591a\u5b9e\u4f8b\u5982\u4f55\u4fdd\u6301\u4e00\u81f4：\u00a78 \u591a\u5b9e\u4f8b\u4e00\u81f4\u6027（Docker\u5b9e\u6d4b）<\/li>\n
    • \u540e\u7eed\u89c4\u5212\u4e0e\u6c42\u804c\u8f6c\u5c97：\u00a79 tenantId\u9884\u57cb \u00b7 \u00a713 \u4e0b\u7bc7\u9884\u544a \u00b7 \u00a714 \u6c42\u804c\u8d44\u4ea7\u5316<\/li>\n<\/ul>\n

      \u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801\u5728\u6587\u672b \u00a714 \u4e0e\u5f00\u6e90\u4ed3\u5e93（v12 tag），\u56fd\u5185\u8bbf\u95ee：https:\/\/gitee.com\/ethanliang2016\/mcp-in-action<\/p>\n

      1.\u6cbb\u7406\u5c42\u9aa8\u67b6：\u4e00\u4e2aToolboxRegistry<\/h3>\n

      \u6838\u5fc3\u63a5\u53e3\u53ea\u6709\u516b\u4ef6\u4e8b，\u4e24\u79cd\u5b9e\u73b0\u53ef\u4e92\u6362：<\/p>\n

      public<\/span> interface<\/span> ToolboxRegistry<\/span> {<\/span>
      \n void<\/span> register<\/span>(<\/span>ToolboxDefinition<\/span> def)<\/span>;<\/span> \/\/ \u6ce8\u518c\u4e00\u4e2a\u7248\u672c<\/span>
      \n List<\/span><<\/span>ToolboxDefinition<\/span>><\/span><\/span> list<\/span>(<\/span>callerId,<\/span> scopes,<\/span> tenantId)<\/span>;<\/span> \/\/ \u53d1\u73b0\u5c42（\u5e26\u8fc7\u6ee4）<\/span>
      \n ToolboxDefinition<\/span> resolve<\/span>(<\/span>callerId,<\/span> scopes,<\/span> id,<\/span> version)<\/span>;<\/span> \/\/ \u8c03\u7528\u5c42（\u5e26\u62e6\u622a）<\/span>
      \n void<\/span> setGrayRoute<\/span>(<\/span>id,<\/span> callerId,<\/span> version)<\/span>;<\/span> \/\/ \u7070\u5ea6<\/span>
      \n void<\/span> deprecate<\/span>(<\/span>id)<\/span>;<\/span> \/\/ \u6807\u8bb0\u5f03\u7528<\/span>
      \n void<\/span> advanceLifecycle<\/span>(<\/span>)<\/span>;<\/span> \/\/ \u5f03\u7528\u72b6\u6001\u673a\u63a8\u8fdb<\/span>
      \n TreeMap<\/span><<\/span>String<\/span>,<\/span> ToolboxDefinition<\/span>><\/span><\/span> versions<\/span>(<\/span>id)<\/span>;<\/span> \/\/ \u5217\u7248\u672c<\/span>
      \n void<\/span> setClock<\/span>(<\/span>Clock<\/span> clock)<\/span>;<\/span> \/\/ \u6ce8\u5165\u65f6\u949f（\u4fbf\u4e8e\u6d4b\u8bd5）<\/span>
      \n}<\/span><\/p>\n

      \u9ed8\u8ba4\u5b9e\u73b0InMemoryToolboxRegistry（\u6f14\u793a\u7528）；\u52a0–spring.profiles.active=redis\u5207\u5230RedisToolboxRegistry，\u591a\u5b9e\u4f8b\u5171\u4eab\u540c\u4e00\u4efd\u72b6\u6001\u3002<\/p>\n

      Registry \u4e0d\u72ec\u7acb\u6210\u670d\u52a1\u2014\u2014\u5b83\u6302\u5728 MCP \u534f\u8bae\u7684 tools\/list \u548c tools\/call \u4e24\u4e2a\u65b9\u6cd5\u4e0a，\u4f5c\u4e3a\u6cbb\u7406\u94a9\u5b50：<\/p>\n

        \n
      • \u53d1\u73b0：tools\/list\u8fdb\u6765 \u2192 Registry.list(caller, scopes)\u6309\u6743\u9650\u8fc7\u6ee4\u51fa\u53ef\u89c1\u5de5\u5177 \u2192 \u8fd4\u56deClient；<\/li>\n
      • \u8c03\u7528：Client\u9009\u5b9a\u5de5\u5177\u53d1tools\/call \u2192 Registry.resolve(caller, scopes, id)\u5148\u6821\u9a8cscope\/\u7248\u672c\/\u72b6\u6001 \u2192 \u901a\u8fc7\u624d\u4ea4\u7ed9\u771f\u6b63\u7684MCP Server\u6267\u884c\u3002<\/li>\n<\/ul>\n

        \u5373list\u51b3\u5b9a"agent\u770b\u5f97\u5230\u4ec0\u4e48"，resolve\u51b3\u5b9a"agent\u8c03\u5f97\u5230\u4ec0\u4e48"，\u6cbb\u7406\u5c31\u843d\u5728\u8fd9\u4e24\u94a9\u5b50\u4e0a\u3002<\/p>\n

        \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

        ToolboxDefinition：\u6bcf\u4e2a\u5de5\u5177\u7684\u957f\u76f8<\/h4>\n\n\u5b57\u6bb5\u542b\u4e49\u6cbb\u7406\u7528\u9014<\/tr>\n\n\n\n\n\n\n\n\n\n
        id = ToolboxId(ownerTeamId, name)<\/td>\n\u590d\u5408\u952e<\/td>\n\u89e3\u51b3\u8de8\u56e2\u961f\u649e\u540d<\/td>\n<\/tr>\n
        version<\/td>\nSemVer<\/td>\n\u540cid\u591a\u7248\u672c\u5171\u5b58<\/td>\n<\/tr>\n
        requiredScope<\/td>\n\u8c03\u7528\u6240\u9700scope<\/td>\n\u8c03\u7528\u5c42\u62e6\u622a<\/td>\n<\/tr>\n
        tags \/ owner \/ docUrl<\/td>\n\u5143\u6570\u636e<\/td>\n\u53d1\u73b0\/\u5ba1\u8ba1<\/td>\n<\/tr>\n
        status<\/td>\nACTIVE\/DEPRECATED\/REMOVED\/TOMBSTONE<\/td>\n\u751f\u547d\u5468\u671f（TOMBSTONE=\u6c38\u4e45\u8fc1\u79fb\u8def\u7531）<\/td>\n<\/tr>\n
        checksum<\/td>\n\u63a5\u53e3\u6307\u7eb9<\/td>\n\u63a5\u53e3\u53d8\u624d\u53d8<\/td>\n<\/tr>\n
        tenantId<\/td>\n\u79df\u6237<\/td>\n\u591a\u79df\u6237\u9694\u79bb（\u7bc713）<\/td>\n<\/tr>\n
        successRate\/p99Millis\/errorRate<\/td>\n\u5065\u5eb7\u5ea6<\/td>\n\u770b\u677f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u628a\u7bc711\u76846\u4e2a\u5de5\u5177\u6ce8\u518c\u6210Toolbox（\u793a\u4f8b）<\/h4>\n

        \u7bc711\u7684\u5e97\u957f\u7fa46\u4e2a\u5de5\u5177（\u67e5\u5e93\u5b58\/\u67e5\u8ba2\u5355\/\u67e5\u8bbe\u5907\/\u8865\u8d27\/\u4e0a\u4e0b\u6587\/\u56de\u5361\u7247），\u6bcf\u4e2a\u90fd\u5305\u6210\u4e00\u4e2aToolboxDefinition：<\/p>\n

        registry.<\/span>register<\/span>(<\/span>ToolboxDefinition<\/span>.<\/span>builder<\/span>(<\/span>)<\/span>
        \n .<\/span>id<\/span>(<\/span>ToolboxId<\/span>.<\/span>of<\/span>(<\/span>"retail-cn"<\/span>,<\/span> "check_stock"<\/span>)<\/span>)<\/span>
        \n .<\/span>version<\/span>(<\/span>"1.0.0"<\/span>)<\/span>
        \n .<\/span>requiredScope<\/span>(<\/span>"stock:read"<\/span>)<\/span>
        \n .<\/span>owner<\/span>(<\/span>"\u5f20\u4e09"<\/span>)<\/span>
        \n .<\/span>tags<\/span>(<\/span>List<\/span>.<\/span>of<\/span>(<\/span>"inventory"<\/span>,<\/span> "store"<\/span>)<\/span>)<\/span>
        \n .<\/span>build<\/span>(<\/span>)<\/span>)<\/span>;<\/span><\/p>\n

        \u5176\u5b835\u4e2a\u540c\u7406，\u6362name\/requiredScope\/owner\u5373\u53ef\u2014\u2014\u73b0\u6709\u7684\u5de5\u5177\u5c31\u8fd9\u6837"\u5305\u4e00\u5c42"\u53d8\u6210\u6cbb\u7406\u5bf9\u8c61\u3002<\/p>\n

        \u89c4\u6a21\u6570\u636e（\u672c\u673a\u5b9e\u6d4b）：\u6ce8\u518c50\u4e2aToolbox\u3001list\u8fc7\u6ee4\u67e5\u8be2<1ms；\u5185\u5b58\u540e\u7aef\u6491500\u4e2a\u5de5\u5177\u65e0\u538b\u529b，Redis\u540e\u7aef\u74f6\u9888\u5728\u7f51\u7edcRTO\u800c\u975e\u6ce8\u518c\u8868\u672c\u8eab\u3002<\/p>\n

        \u4e3a\u4ec0\u4e48\u503c\u5f97\u6cbb（\u4ef7\u503c\u91cf\u5316）<\/h4>\n

        （\u96f6\u552e\u884c\u4e1a\u5178\u578b\u4f30\u7b97）\u4e0d\u6cbb\u7406\u65f6，\u65b0\u4eba\u63a5\u624b\u964c\u751f\u5de5\u5177\u5e73\u5747\u82b12\u5929\u3001\u6bcf\u5b63\u5ea6\u56e0\u8bef\u8c03\u51fa1\u6b21\u6545\u969c\u3001\u6bcf\u6708\u56e0\u8d8a\u6743\u62a5\u8b661\u6b21；\u4e0a\u4e86\u6cbb\u7406\u5c42\u540e，\u649e\u540d\/\u8d8a\u6743\u4e8b\u6545\u7ea6\u964d80%\u3001\u8bef\u8c03\u6545\u969c\u7ea6\u964d60%\u3001\u50f5\u5c38\u5de5\u5177\u5f52\u96f6\u3002\u6cbb\u7406\u4e0d\u662f\u514d\u8d39\u7684\u2014\u2014Registry\u7ef4\u62a4\u7ea60.5\u4eba\u65e5\/\u5468，\u4f46\u7701\u4e0b\u6545\u969c\u5904\u7406\u7ea62\u4eba\u65e5\/\u5468，\u51c0\u8d5a1.5\u4eba\u65e5\u3002<\/p>\n

        \u6cbb\u7406\u4e09\u95ee（\u8bc4\u8bba\u533a\u9ad8\u9891）<\/h4>\n
          \n
        • Q：1\u4eba\u56e2\u961f\u4e5f\u8981\u6cbb\u5417？ A：\u5de5\u5177\u5c11\u4e8e10\u4e2a\u4e0d\u5fc5，\u7b49\u89c4\u6a21\u4e0a\u6765\u518d\u4e0aRegistry，\u6210\u672c\u4f4e\u3002<\/li>\n
        • Q：\u81ea\u7814\u8fd8\u662f\u73b0\u6210？ A：\u672c\u6587Registry\u7ea6200\u884c，\u80fd\u81ea\u7814\u5c31\u81ea\u7814\u907f\u514d\u91cd\u4f9d\u8d56；\u8981\u4f01\u4e1a\u7ea7\u518d\u4e0a\u4e13\u4e1a\u7f51\u5173\u3002<\/li>\n
        • Q：\u8981\u6570\u636e\u5e93\u5417？ A：\u5355\u673a\u5185\u5b58\u540e\u7aef\u591f\u7528；\u591a\u5b9e\u4f8b\/\u751f\u4ea7\u624d\u9700Redis（\u7b2c8\u8282\u5b9e\u6d4b）\u3002<\/li>\n<\/ul>\n

          2.\u590d\u5408\u952e：\u540c\u540d\u4e0d\u540c\u56e2\u961f\u4e0d\u6253\u67b6<\/h3>\n

          ToolboxId\u7531ownerTeamId + name\u7ec4\u6210\u3002\u8fd9\u6837retail-cn\/get_report\u548clogistics\/get_report\u662f\u4e24\u4e2a\u72ec\u7acb\u5de5\u5177，agent\u4f20\u5b8c\u6574id\u624d\u80fd\u89e3\u6790，\u4ece\u6839\u4e0a\u6d88\u9664\u6b67\u4e49\u3002<\/p>\n

          \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

          3.\u4e24\u5c42\u6743\u9650\u62e6\u622a：\u53d1\u73b0\u5c42+\u8c03\u7528\u5c42<\/h3>\n

          \u53ea\u62e6\u8c03\u7528\u4e0d\u591f\u2014\u2014\u53d1\u73b0\u5217\u8868\u91cc\u5c31\u4e0d\u8be5\u51fa\u73b0\u65e0\u6743\u9650\u7684\u5de5\u5177\u3002<\/p>\n

          \/\/ \u53d1\u73b0\u5c42：admin(*)\u770b\u5230\u5168\u90e8，guest\u65e0scope\u5219\u88ab\u8fc7\u6ee4<\/span>
          \nList<\/span><<\/span>ToolboxDefinition<\/span>><\/span><\/span> adminView =<\/span> registry.<\/span>list<\/span>(<\/span>"admin"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>"*"<\/span>)<\/span>,<\/span> null<\/span>)<\/span>;<\/span> \/\/ 3\u4e2a\u7248\u672c<\/span>
          \nList<\/span><<\/span>ToolboxDefinition<\/span>><\/span><\/span> guestView =<\/span> registry.<\/span>list<\/span>(<\/span>"guest"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>)<\/span>,<\/span> null<\/span>)<\/span>;<\/span> \/\/ 0\u4e2a<\/span><\/p>\n

          \/\/ \u8c03\u7528\u5c42：\u771f\u6b63\u8c03\u4e4b\u524d\u518d\u6821\u9a8c\u4e00\u6b21<\/span>
          \nregistry.<\/span>resolve<\/span>(<\/span>"guest"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>)<\/span>,<\/span> getReport,<\/span> null<\/span>)<\/span>;<\/span> \/\/ \u629b SecurityException<\/span>
          \nregistry.<\/span>resolve<\/span>(<\/span>"admin"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>"*"<\/span>)<\/span>,<\/span> getReport,<\/span> null<\/span>)<\/span>;<\/span> \/\/ \u653e\u884c<\/span><\/p>\n

          \u5b9e\u6d4b（seed\u5b9e\u4f8b）：\u53d1\u73b0\u5c42：admin\u770b\u52303\u4e2a\u7248\u672c；guest\u770b\u52300\u4e2a；\u8c03\u7528\u5c42：guest\u8c03get_report\u88ab\u62e6 -> caller\u65e0scope:report:gen\u3002<\/p>\n

          scope\u5339\u914d\u89c4\u5219：*\u5339\u914d\u6240\u6709\u5de5\u5177；report:*\u5339\u914dreport\u57df\u4e0b\u6240\u6709\u5b50scope（\u5982report:gen）；\u7cbe\u786e\u5339\u914d\u5219\u8981\u6c42caller\u7684scopes\u91cc\u5b8c\u5168\u76f8\u7b49\u3002<\/p>\n

          \u9ed8\u8ba4\u6700\u5c0f\u6743\u9650：\u5de5\u5177\u82e5\u672a\u914d requiredScope \u89c6\u4e3a\u516c\u5f00（\u53ef\u89c1\u53ef\u8c03）；\u751f\u4ea7\u5efa\u8bae\u53cd\u8bbe\u4e3a"\u65e0 scope \u4e0d\u53ef\u89c1"，\u516c\u5f00\u5de5\u5177\u663e\u5f0f\u6253\u6807，\u907f\u514d\u6f0f\u914d\u53d8\u8d8a\u6743（\u89c1\u6563\u70b9\u658703）\u3002 scope \u5339\u914d\u7edf\u4e00\u5c0f\u5199\u5f52\u4e00（caller \u4f20 Report:Gen \u4e0e\u5de5\u5177\u914d report:gen \u89c6\u4e3a\u540c\u6743），\u907f\u514d\u5927\u5c0f\u5199\u4e0d\u4e00\u81f4\u8bef\u5224 403（\u89c1\u6563\u70b9\u658703）\u3002<\/p>\n

          \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

          4.\u7248\u672c\u5171\u5b58+\u7070\u5ea6：\u65b0\u7248\u672c\u5148\u7ed9canary<\/h3>\n

          \u540c\u4e00id\u6ce8\u518cv1\u3001v2，\u9ed8\u8ba4\u7a33\u5b9a\u7248\u662f\u6700\u5148\u6ce8\u518c\u7684\u90a3\u7248（setIfAbsent）\u3002\u7070\u5ea6\u8ba9\u7279\u5b9acaller\u56fa\u5b9a\u8d70\u65b0\u7248\u672c：<\/p>\n

          registry.<\/span>setGrayRoute<\/span>(<\/span>getReport,<\/span> "canary"<\/span>,<\/span> "2.0.0"<\/span>)<\/span>;<\/span>
          \nToolboxDefinition<\/span> canary =<\/span> registry.<\/span>resolve<\/span>(<\/span>"canary"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>"report:gen"<\/span>)<\/span>,<\/span> getReport,<\/span> null<\/span>)<\/span>;<\/span> \/\/ v2.0.0<\/span>
          \nToolboxDefinition<\/span> normal =<\/span> registry.<\/span>resolve<\/span>(<\/span>"normal"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>"report:gen"<\/span>)<\/span>,<\/span> getReport,<\/span> null<\/span>)<\/span>;<\/span> \/\/ v1.0.0<\/span><\/p>\n

          \u5b9e\u6d4b：\u7070\u5ea6：canary\u547d\u4e2d2.0.0；normal\u547d\u4e2d1.0.0\u3002\u7070\u5ea6\u914d\u7f6e\u5199\u5165Redis\u540e，\u53e6\u4e00\u4e2a\u5b9e\u4f8b\u4e5f\u80fd\u8bfb\u5230\u2014\u2014\u8fd9\u70b9\u7b2c8\u8282\u9a8c\u8bc1\u3002<\/p>\n

          \u56de\u6eda：registry.setGrayRoute(id, callerId, null)\u5373\u6e05\u9664\u8be5caller\u7684\u7070\u5ea6，\u56de\u5230\u7a33\u5b9a\u7248，\u65e0\u9700\u53d1\u7248\u3002<\/p>\n

          \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

          5.checksum：\u63a5\u53e3\u6307\u7eb9，\u63a5\u53e3\u53d8\u624d\u53d8<\/h3>\n

          \u5de5\u5177"\u80fd\u4e0d\u80fd\u5e73\u6ed1\u5347\u7ea7"\u53d6\u51b3\u4e8e\u63a5\u53e3\u662f\u5426\u53d8\u3002\u7528sha256(\u65b9\u6cd5\u7b7e\u540d|\u53c2\u6570schema|\u8fd4\u56de\u503cschema)\u505a\u6307\u7eb9：<\/p>\n

          checksum = sha256(get_report(storeId) | {"storeId":"string"} | {"text":"string"})<\/p>\n

          \u771f\u5b9eJava\u8ba1\u7b97（Java 17 MessageDigest）：<\/p>\n

          byte<\/span>[<\/span>]<\/span> digest =<\/span> MessageDigest<\/span>.<\/span>getInstance<\/span>(<\/span>"SHA-256"<\/span>)<\/span>
          \n .<\/span>digest<\/span>(<\/span>combined.<\/span>getBytes<\/span>(<\/span>StandardCharsets<\/span>.<\/span>UTF_8<\/span>)<\/span>)<\/span>;<\/span>
          \nString<\/span> checksum =<\/span> HexFormat<\/span>.<\/span>of<\/span>(<\/span>)<\/span>.<\/span>toHexDigits<\/span>(<\/span>digest)<\/span>;<\/span> \/\/ \u8f6c16\u8fdb\u5236\u6307\u7eb9<\/span><\/p>\n

          \u5b9e\u6d4b\u4e24\u7248\u672c\u54c8\u5e0c\u4e0d\u540c：v1.0.0=45fa7e9bd128… v2.0.0=91468b7489e2…\u3002\u5b9e\u73b0\u91cc\u5fae\u8c03（\u53ea\u6539\u65e5\u5fd7\u6587\u6848\u3001\u4e0d\u52a8\u7b7e\u540d\/schema）\u54c8\u5e0c\u4e0d\u53d8\u2014\u2014\u53ef\u636e\u6b64\u5224\u65ad"\u662f\u5426\u7834\u574f\u517c\u5bb9"\u3002<\/p>\n

          \u5bf9\u4e8eschema\u54c8\u5e0c\u5224\u65ad\u4e0d\u4e86\u7684"\u884c\u4e3a\u53d8\u66f4"（\u5982\u6539\u4e86SQL\u67e5\u8be2\u903b\u8f91\u4f46\u63a5\u53e3\u7b7e\u540d\u6ca1\u53d8），\u4eba\u5de5\u6807\u8bb0breaking:true，\u5f3a\u5236\u89e6\u53d1\u517c\u5bb9\u6027\u6821\u9a8c\u2014\u2014\u54c8\u5e0c\u7ba1"\u63a5\u53e3\u53d8\u6ca1\u53d8"，\u4eba\u5de5\u6807\u8bb0\u7ba1"\u884c\u4e3a\u53d8\u6ca1\u53d8"\u3002<\/p>\n

          6.\u5f03\u7528\u72b6\u6001\u673a：DEPRECATED\u2192REMOVED(stub)<\/h3>\n

          \u4e0d\u5220，\u5148\u6807\u671f，\u7ed9\u8c03\u7528\u65b9\u8fc1\u79fb\u7a97\u53e3：<\/p>\n

          registry.<\/span>deprecate<\/span>(<\/span>queryStore)<\/span>;<\/span> \/\/ -> DEPRECATED<\/span>
          \nregistry.<\/span>setClock<\/span>(<\/span>Clock<\/span>.<\/span>fixed<\/span>(<\/span>now+<\/span>15d<\/span>,<\/span> UTC<\/span>)<\/span>)<\/span>;<\/span> \/\/ \u6a21\u62df\u5bbd\u9650\u5230\u671f<\/span>
          \nregistry.<\/span>advanceLifecycle<\/span>(<\/span>)<\/span>;<\/span> \/\/ \u5bbd\u9650>=14\u5929 -> REMOVED(stub)<\/span>
          \nregistry.<\/span>resolve<\/span>(<\/span>"admin"<\/span>,<\/span> List<\/span>.<\/span>of<\/span>(<\/span>"*"<\/span>)<\/span>,<\/span> queryStore,<\/span> null<\/span>)<\/span>;<\/span> \/\/ \u629b IllegalStateException + \u8fc1\u79fb\u6307\u5f15<\/span><\/p>\n

          \u5b9e\u6d4b：deprecate(query_store) -> status=DEPRECATED；\u5bbd\u965015\u5929\u540eadvanceLifecycle() -> status=REMOVED；resolve\u5df2\u79fb\u9664 -> Toolbox\u5df2\u79fb\u9664:retail-cn\/query_store，\u8fc1\u79fb\u6307\u5f15\u89c1…\u3002REMOVED\u4e0d\u518d\u51fa\u73b0\u5728\u53d1\u73b0\u5217\u8868，\u4f46\u4fdd\u7559stub\u4e00\u6bb5\u65f6\u95f4，\u8c03\u7528\u65f6\u8fd4\u56dedocUrl\u6307\u5f15\u8fc1\u79fb\u3002<\/p>\n

          \u5ef6\u4f38（\u89c1\u6563\u70b9\u658702）：stub 30 \u5929\u671f\u6ee1\u4e0d\u7269\u7406\u5220\u9664，\u8f6c\u800c\u8fdb\u5165 TOMBSTONE \u6001\u2014\u2014\u6c38\u4e45\u4fdd\u7559\u8fc1\u79fb\u8def\u7531，\u8c03\u7528\u4ecd\u8fd4\u56de 410+docUrl，\u4e0d\u4e22\u8fc1\u79fb\u8def\u5f84；\u6df1\u5ea6\u6587\u4e3a\u63a7\u7bc7\u5e45\u53ea\u753b\u4e09\u6001，\u751f\u4ea7\u4ee5 TOMBSTONE \u957f\u671f\u4fdd\u7559\u4e3a\u51c6\u3002<\/p>\n

          \u63a8\u8fdb\u4e0d\u9760\u624b\u70b9：advanceLifecycle()\u7531 Spring @Scheduled\u6bcf\u5929\u51cc\u6668\u626b\u4e00\u6b21\u6240\u6709 DEPRECATED \u5de5\u5177，\u5bbd\u9650\u671f\u6ee1（\u226514\u5929）\u81ea\u52a8\u63a8\u8fdb\u5230 REMOVED；\u9700\u8981\u7acb\u5373\u751f\u6548\u65f6\u624b\u52a8\u8c03\u4e00\u6b21\u4e5f\u884c\u3002<\/p>\n

          \u591a\u5b9e\u4f8b\u90e8\u7f72\u6ce8\u610f：\u6bcf\u4e2a\u5b9e\u4f8b\u90fd\u4f1a\u89e6\u53d1\u8be5 @Scheduled，\u9700\u52a0\u5206\u5e03\u5f0f\u9501（\u5982 ShedLock）\u4fdd\u8bc1\u4ec5\u4e3b\u8282\u70b9\u63a8\u8fdb，\u907f\u514d\u91cd\u590d\u63a8\u8fdb\u72b6\u6001 + \u91cd\u590d\u901a\u77e5 owner\u2014\u2014\u5b8c\u6574\u5b9e\u73b0\u89c1\u6563\u70b9\u658702\u3002<\/p>\n

          \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

          7.\u53ef\u89c2\u6d4b\u770b\u677f：GET \/api\/toolboxes<\/h3>\n

          \u6cbb\u7406\u7684\u5c3d\u5934\u662f"\u4e00\u773c\u770b\u6e05"\u3002\u66b4\u9732\u4e00\u4e2a\u53ea\u8bfb\u89c6\u56feToolboxView（\u8131\u654f，\u4e0d\u66b4\u9732schema\u7ec6\u8282）：<\/p>\n

          [<\/span>
          \n {<\/span>"name"<\/span>:<\/span>"get_report"<\/span>,<\/span>"version"<\/span>:<\/span>"1.0.0"<\/span>,<\/span>"status"<\/span>:<\/span>"ACTIVE"<\/span>,<\/span>"ownerTeamId"<\/span>:<\/span>"retail-cn"<\/span>,<\/span>"successRate"<\/span>:<\/span>99.2<\/span>}<\/span>,<\/span>
          \n {<\/span>"name"<\/span>:<\/span>"get_report"<\/span>,<\/span>"version"<\/span>:<\/span>"1.0.0"<\/span>,<\/span>"status"<\/span>:<\/span>"ACTIVE"<\/span>,<\/span>"ownerTeamId"<\/span>:<\/span>"logistics"<\/span>,<\/span>"successRate"<\/span>:<\/span>99.2<\/span>}<\/span>,<\/span>
          \n {<\/span>"name"<\/span>:<\/span>"check_stock"<\/span>,<\/span>"version"<\/span>:<\/span>"2.1.0"<\/span>,<\/span>"status"<\/span>:<\/span>"ACTIVE"<\/span>,<\/span>"ownerTeamId"<\/span>:<\/span>"retail-cn"<\/span>,<\/span>"successRate"<\/span>:<\/span>97.5<\/span>}<\/span>,<\/span>
          \n {<\/span>"name"<\/span>:<\/span>"query_order"<\/span>,<\/span>"version"<\/span>:<\/span>"1.4.0"<\/span>,<\/span>"status"<\/span>:<\/span>"ACTIVE"<\/span>,<\/span>"ownerTeamId"<\/span>:<\/span>"logistics"<\/span>,<\/span>"successRate"<\/span>:<\/span>88.3<\/span>}<\/span>,<\/span>
          \n {<\/span>"name"<\/span>:<\/span>"query_store"<\/span>,<\/span>"version"<\/span>:<\/span>"3.0.0"<\/span>,<\/span>"status"<\/span>:<\/span>"DEPRECATED"<\/span>,<\/span>"ownerTeamId"<\/span>:<\/span>"retail-cn"<\/span>,<\/span>"successRate"<\/span>:<\/span>95.1<\/span>}<\/span>,<\/span>
          \n {<\/span>"name"<\/span>:<\/span>"push_card"<\/span>,<\/span>"version"<\/span>:<\/span>"1.0.0"<\/span>,<\/span>"status"<\/span>:<\/span>"DEPRECATED"<\/span>,<\/span>"ownerTeamId"<\/span>:<\/span>"retail-cn"<\/span>,<\/span>"successRate"<\/span>:<\/span>92.0<\/span>}<\/span>
          \n]<\/span><\/p>\n

          successRate\/p99Millis\/errorRate\u7531\u76d1\u63a7\u56de\u586b，\u662f\u53d1\u73b0"\u6162\u5de5\u5177""\u574f\u5de5\u5177"\u7684\u7b2c\u4e00\u4fe1\u53f7\u3002<\/p>\n

          8.\u591a\u5b9e\u4f8b\u4e00\u81f4\u6027：Redis\u540e\u7aef[Docker\u5b9e\u6d4b]<\/h3>\n

          \u5185\u5b58\u5b9e\u73b0\u5355\u673a\u591f\u7528，\u4f46\u751f\u4ea7\u662f\u591a\u526f\u672c\u3002\u6cbb\u7406\u72b6\u6001（\u6ce8\u518c\/\u7070\u5ea6\/\u5f03\u7528）\u5fc5\u987b\u8de8\u5b9e\u4f8b\u4e00\u81f4，\u5426\u5219A\u5b9e\u4f8b\u5f03\u7528\u4e86\u67d0\u4e2a\u5de5\u5177，B\u5b9e\u4f8b\u8fd8\u5728\u653e\u884c\u3002<\/p>\n

          \u505a\u6cd5：RedisToolboxRegistry\u628a\u6bcf\u4e2a\u7248\u672c\u5b58\u4e3aRedis hash（tb:{ownerTeamId}:{name} field=version），\u7070\u5ea6\u8def\u7531\u5355\u72ec\u5b58tb:gray:{id}，\u7a33\u5b9a\u7248\u5b58tb:default:{id}；\u6ce8\u518c\/\u5f03\u7528\u65f6\u5411channeltoolbox-events\u53d1pub\/sub\u4e8b\u4ef6\u3002\u8bfb\u7edf\u4e00\u8d70Redis\u2014\u2014\u5929\u7136\u591a\u5b9e\u4f8b\u4e00\u81f4\u3002<\/p>\n

          \u6211\u7528Docker\u8d77Redis，\u8dd1\u4e24\u4e2a\u5b9e\u4f8b\u9a8c\u8bc1（A\u64ad\u79cd\u3001B\u53ea\u8bfb）：<\/p>\n

          # \u5b9e\u4f8bA（\u79cd\u5b50）
          \njava -jar toolbox-mcp.jar –server.port=8088 –spring.profiles.active=redis –toolbox.demo.seed=true
          \n# \u5b9e\u4f8bB（\u975e\u79cd\u5b50，\u8bfbA\u5199\u5165\u7684\u5171\u4eab\u72b6\u6001）
          \njava -jar toolbox-mcp.jar –server.port=8089 –spring.profiles.active=redis –toolbox.demo.seed=false<\/p>\n

          \u4e24\u4e2a\u5b9e\u4f8b\u7684GET \/api\/toolboxes\u8f93\u51fa\u9010\u5b57\u8282\u4e00\u81f4：<\/p>\n

          A :8088 -> [get_report@1.0.0 logistics, get_report@1.0.0 retail-cn]
          \nB :8089 -> [get_report@1.0.0 logistics, get_report@1.0.0 retail-cn] # \u5b8c\u5168\u4e00\u81f4<\/p>\n

          \u66f4\u5173\u952e\u7684\u662f"B\u8bfb\u5230\u7684\u662fA\u6539\u52a8\u540e\u7684\u72b6\u6001"：A\u628aquery_store\u63a8\u8fdb\u6210REMOVED\u540e，B\u7684\u53d1\u73b0\u5217\u8868\u91cc\u5b83\u5df2\u6d88\u5931；A\u7ed9canary\u914d\u7684\u7070\u5ea6v2.0.0，B\u7684resolve("canary")\u4e5f\u547d\u4e2dv2.0.0\u3002B\u65e5\u5fd7：\u975e\u79cd\u5b50\u5b9e\u4f8b\u8bfb\u5230query_store\u72b6\u6001=REMOVED（\u4e0e\u79cd\u5b50\u5b9e\u4f8b\u4e00\u81f4，\u8bc1\u660e\u5f03\u7528\u72b6\u6001\u8de8\u5b9e\u4f8b\u540c\u6b65）\u3002pub\/sub\u4e8b\u4ef6\u4e24\u4e2a\u5b9e\u4f8b\u90fd\u6536\u5230（[redis-pubsub]\u6536\u5230\u5931\u6548\u4e8b\u4ef6:retail-cn\/get_report\u2026）\u3002<\/p>\n

          \u591a\u5b9e\u4f8b\u65f6\u5e8f（\u7b80\u5316）：<\/p>\n

          caller \u2500\u2500> \u5b9e\u4f8bA \u2500\u2500register\/deprecate\u2500\u2500> Redis \u2500\u2500pub\/sub\u2500\u2500> \u5b9e\u4f8bB
          \n \u2502 \u25b2 \u2502
          \ncaller \u2500\u2500> \u5b9e\u4f8bB \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 list\/resolve\u8bfb\u540c\u4e00\u4efd\u72b6\u6001<\/p>\n

          \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

          \u751f\u4ea7\u5efa\u8bae：\u8bfb\u8d70Redis + \u672c\u5730Caffeine\u7f13\u5b58，pub\/sub\u4e8b\u4ef6\u89e6\u53d1\u7f13\u5b58\u5931\u6548；Redis\u4e0d\u53ef\u7528\u65f6\u8d70\u964d\u7ea7\u767d\u540d\u5355（\u53ea\u8bfb\u7f13\u5b58\u3001\u653e\u884c\u767d\u540d\u5355\u5185\u5de5\u5177），\u907f\u514d\u6cbb\u7406\u72b6\u6001\u4e0d\u53ef\u7528\u62d6\u57ae\u8c03\u7528\u94fe\u3002<\/p>\n

          Redis \u751f\u4ea7\u9700\u5f00\u54e8\u5175\/\u96c6\u7fa4\u907f\u514d\u5355\u70b9；\u672c\u5730\u7f13\u5b58\u5c42\u5b8c\u6574\u5b9e\u73b0（\u952e\u542b\u7248\u672c\u3001\u5065\u5eb7\u63a2\u6d3b\u7f13\u5b58\u3001\u56de\u6e90\u81ea\u6108）\u89c1\u6563\u70b9\u658704\u3002<\/p>\n

          \u7ed3\u8bba：\u6cbb\u7406\u72b6\u6001\u4e0b\u6c89\u5230Redis，\u5b9e\u4f8b\u65e0\u72b6\u6001，\u6c34\u5e73\u6269\u5bb9\u4e0d\u5f71\u54cd\u4e00\u81f4\u6027\u3002<\/p>\n

          9.tenantId\u9884\u57cb：\u591a\u79df\u6237\u9694\u79bb\u7559\u7ed9\u7bc713<\/h3>\n

          ToolboxDefinition\u5df2\u5e26tenantId\u5b57\u6bb5，\u672c\u671f\u7559\u7a7a=\u5168\u5c40\u3002list()\/resolve()\u91cc\u5df2\u5199\u597d\u8fc7\u6ee4：<\/p>\n

          if<\/span> (<\/span>def.<\/span>getTenantId<\/span>(<\/span>)<\/span> !=<\/span> null<\/span> &&<\/span> tenantId !=<\/span> null<\/span> &&<\/span> !<\/span>def.<\/span>getTenantId<\/span>(<\/span>)<\/span>.<\/span>equals<\/span>(<\/span>tenantId)<\/span>)<\/span>
          \n return<\/span> false<\/span>;<\/span> \/\/ \u79df\u6237\u9694\u79bb<\/span><\/p>\n

          \u5b9e\u6d4b：tenantId\u9884\u57cb：\u5f53\u524d\u5de5\u5177tenantId=null（null=\u5168\u5c40；\u7bc713\u591a\u79df\u6237\u586b\u6b64\u5b57\u6bb5\u5373\u9694\u79bb，\u672c\u7bc7\u4ee3\u7801\u4e0d\u7528\u6539）\u3002\u7bc713\u4e13\u95e8\u8bb2\u591a\u79df\u6237\u6a21\u578b，\u672c\u7bc7\u96f6\u6539\u52a8\u5373\u53ef\u63a5\u5165\u3002<\/p>\n

          10.\u4e92\u94fe\u77e9\u9635：\u672c\u7bc7\u5728\u7cfb\u5217\u4e2d\u7684\u4f4d\u7f6e<\/h3>\n
            \n
          • （\u4e03）\u5b89\u5168\u63a5\u5165：\u672c\u7bc7requiredScope\u62e6\u622a\u662f\u5176"\u5de5\u5177\u7ea7"\u843d\u5730<\/li>\n
          • （\u516b）\u65e0\u72b6\u6001\u6539\u9020 \/ （\u4e5d）\u751f\u4ea7\u5316 MCP Server \u7684 6 \u5c42\u5b89\u5168\u9632\u62a4：\u672c\u7bc7RedisToolboxRegistry\u8ba9\u6cbb\u7406\u72b6\u6001\u4e5f\u65e0\u72b6\u6001<\/li>\n
          • （\u5341）\u9ad8\u53ef\u7528\u7b79\u5907\u3001（\u5341\u4e00）MCP\u7f51\u5173\u4e0e\u65e0\u72b6\u6001\u6539\u9020：\u672c\u7bc7\u6cbb\u7406\u5c42\u6302\u5728\u7f51\u5173\u4e4b\u540e，\u662f"\u6562\u4ea4\u7ed9\u751f\u4ea7"\u7684\u6700\u540e\u4e00\u5757<\/li>\n
          • （\u5341\u4e09）\u591a\u79df\u6237：\u76f4\u63a5\u6d88\u8d39\u672c\u7bc7tenantId\u5b57\u6bb5<\/li>\n<\/ul>\n

            11.\u672c\u7bc7Q&A<\/h3>\n
              \n
            • Q：\u7070\u5ea6\u600e\u4e48\u56de\u6eda？ A：\u628atb:gray:{id}\u91cc\u8be5caller\u7684\u5b57\u6bb5\u5220\u6389（\u6216\u6307\u56de\u7a33\u5b9a\u7248）\u5373\u523b\u751f\u6548，\u65e0\u9700\u53d1\u7248\u3002<\/li>\n
            • Q：checksum\u4f1a\u78b0\u649e\u5417？ A：sha256\u78b0\u649e\u6982\u7387\u53ef\u5ffd\u7565；\u66f4\u7a33\u59a5\u53ef\u5728\u6307\u7eb9\u91cc\u52a0\u5165"\u7834\u574f\u6027\u53d8\u66f4\u6807\u8bb0"\u4eba\u5de5\u7f6e\u4f4d\u3002<\/li>\n
            • Q：Redis\u6302\u4e86\u5b9e\u4f8b\u8fd8\u80fd\u8dd1\u5417？ A：\u672c\u7bc7\u5b9e\u73b0\u8bfb\u5f3a\u4f9d\u8d56Redis；\u751f\u4ea7\u5e94\u52a0\u672c\u5730\u7f13\u5b58+\u964d\u7ea7\u767d\u540d\u5355，pub\/sub\u4e8b\u4ef6\u89e6\u53d1\u5931\u6548（\u672c\u7bc7\u5df2\u53d1\u4e8b\u4ef6，\u63a5\u7f13\u5b58\u6c34\u5230\u6e20\u6210）\u3002<\/li>\n
            • Q：\u50f5\u5c38\u5de5\u5177\u600e\u4e48\u6e05？ A：advanceLifecycle()\u5230REMOVED\u540e\u4fdd\u7559stub\u7ea630\u5929，\u671f\u6ee1\u7531\u6e05\u7406\u4efb\u52a1\u8f6c\u4e3a TOMBSTONE（\u6c38\u4e45\u4fdd\u7559\u8fc1\u79fb\u8def\u7531，\u89c1\u6563\u70b9\u658702），\u4e0d\u518d\u7269\u7406\u5220\u9664\u4e22\u5931\u8fc1\u79fb\u8def\u5f84\u3002<\/li>\n<\/ul>\n

              12.\u9a8c\u8bc1\u6e05\u5355（\u672c\u7bc7\u5747\u53ef\u590d\u73b0）<\/h3>\n
                \n
              • \u590d\u5408\u952e：retail-cn\/get_report\u4e0elogistics\/get_report\u72ec\u7acb\u5171\u5b58<\/li>\n
              • \u53d1\u73b0\u5c42\u8fc7\u6ee4：admin\u89c13\/guest\u89c10（seed\u5b9e\u4f8b，\u542bACTIVE\u7684query_store）<\/li>\n
              • \u8c03\u7528\u5c42\u62e6\u622a：guest\u65e0scope\u88abSecurityException\u62e6\u4e0b<\/li>\n
              • \u7070\u5ea6：canary\u2192v2.0.0，normal\u2192v1.0.0<\/li>\n
              • checksum：v1\/v2\u54c8\u5e0c\u4e0d\u540c<\/li>\n
              • \u5f03\u7528\u72b6\u6001\u673a：DEPRECATED\u2192(>=14d)\u2192REMOVED\u2192(>=30d)\u2192TOMBSTONE，resolve\u8fd4\u56de\u8fc1\u79fb\u6307\u5f15<\/li>\n
              • \u770b\u677f：GET \/api\/toolboxes\u8fd4\u56de\u8131\u654f\u89c6\u56fe<\/li>\n
              • \u591a\u5b9e\u4f8b：A\/B\u4e24\u5b9e\u4f8bGET\u8f93\u51fa\u4e00\u81f4，\u7070\u5ea6\u4e0e\u5f03\u7528\u72b6\u6001\u8de8\u5b9e\u4f8b\u540c\u6b65（Docker+Redis\u5b9e\u6d4b）<\/li>\n
              • tenantId：\u5b57\u6bb5\u5c31\u4f4d\u3001\u8fc7\u6ee4\u903b\u8f91\u5c31\u4f4d\u3001\u672c\u671f\u4e3a\u7a7a<\/li>\n<\/ul>\n

                \u672c\u7bc7\u6536\u83b7\u6e05\u5355（\u622a\u56fe\u4fdd\u5b58）：<\/p>\n

                  \n
                • ToolboxRegistry 8\u4e2a\u63a5\u53e3（\u6ce8\u518c\/\u53d1\u73b0\/\u8c03\u7528\/\u7070\u5ea6\/\u5f03\u7528\/\u72b6\u6001\u673a\/\u7248\u672c\/\u770b\u677f）<\/li>\n
                • \u590d\u5408\u952eownerTeamId+name，\u8de8\u56e2\u961f\u540c\u540d\u4e0d\u6253\u67b6<\/li>\n
                • \u4e24\u5c42\u6743\u9650\u62e6\u622a（\u53d1\u73b0\u5c42\u8fc7\u6ee4 + \u8c03\u7528\u5c42SecurityException）<\/li>\n
                • caller\u7ea7\u7070\u5ea6 + \u4e00\u884c\u56de\u6edanull<\/li>\n
                • checksum = \u7b7e\u540d+schema\u54c8\u5e0c，\u4eba\u5de5breaking:true\u515c\u5e95\u884c\u4e3a\u53d8\u66f4<\/li>\n
                • \u5f03\u7528\u72b6\u6001\u673a：14\u5929\u5bbd\u9650 + 30\u5929stub + TOMBSTONE\u6c38\u4e45\u4fdd\u7559\u8fc1\u79fb\u8def\u7531<\/li>\n
                • Redis\u591a\u5b9e\u4f8b\u4e00\u81f4\u6027（pub\/sub + \u5171\u4eab\u72b6\u6001，A\/B\u9010\u5b57\u8282\u4e00\u81f4）<\/li>\n<\/ul>\n

                  13.\u4e0b\u7bc7\u9884\u544a<\/h3>\n

                  （\u5341\u4e09）\u591a\u79df\u6237Toolbox：\u540c\u4e00\u5957\u6cbb\u7406\u5c42，\u6309tenantId\u505a\u6570\u636e\u9694\u79bb\u3001\u914d\u989d\u4e0e\u8ba1\u8d39，\u590d\u7528\u672c\u7bc7\u5168\u90e8\u4ee3\u7801\u3002<\/p>\n

                  \u7bc712 \u8fd8\u62c6\u51fa\u56db\u7bc7\u5ef6\u4f38\u7bc7，\u9010\u4e2a\u653e\u5927\u6cbb\u7406\u5c42\u7ec6\u8282，\u5173\u6ce8\u4e0d\u8ff7\u8def：\u2460\u7248\u672c\u7070\u5ea6\u5b9e\u6218（caller \u8def\u7531\u5230\u6307\u5b9a\u7248\u672c）\u2461\u5f03\u7528\u8fc1\u79fb\u5b9e\u6218（deprecate\u2192removed \u5168\u94fe\u8def）\u2462\u6743\u9650\u8bc4\u5206\u5b9e\u6218（scope \u62e6\u622a + \u5065\u5eb7\u5ea6\u6307\u6807）\u2463\u591a\u5b9e\u4f8b\u4e00\u81f4\u6027\u6df1\u6f5c（Redis \u4e0e\u672c\u5730\u7f13\u5b58\u964d\u7ea7）\u3002<\/p>\n

                  14.\u6c42\u804c\u8d44\u4ea7\u5316：\u5c97\u4f4d\u5bf9\u7167\u3001\u4e00\u952e\u542f\u52a8\u4e0eCTA<\/h3>\n

                  \u80fd\u529b\u2192\u5c97\u4f4d\u5bf9\u7167（\u8fd9\u5957\u6cbb\u7406\u80fd\u529b\u80fd\u6295\u4ec0\u4e48\u5c97）：<\/p>\n

                    \n
                  • ToolboxRegistry\/\u6ce8\u518c\u53d1\u73b0 \u2192 DevOps\u5e73\u53f0 \/ \u5185\u90e8\u5f00\u53d1\u8005\u95e8\u6237（JD\u5173\u952e\u8bcd：\u670d\u52a1\u6ce8\u518c \/ \u914d\u7f6e\u4e2d\u5fc3 \/ \u5de5\u5177\u6cbb\u7406）<\/li>\n
                  • \u7248\u672c\u5171\u5b58 + \u7070\u5ea6\u8def\u7531 \u2192 \u53d1\u5e03\u5de5\u7a0b \/ SRE\u53d1\u5e03（JD\u5173\u952e\u8bcd：\u7070\u5ea6\u53d1\u5e03 \/ \u91d1\u4e1d\u96c0 \/ \u56de\u6eda）<\/li>\n
                  • \u4e24\u5c42\u6743\u9650\u62e6\u622a \/ scope \u2192 IAM \/ \u96f6\u4fe1\u4efb\u63a5\u5165（JD\u5173\u952e\u8bcd：OAuth2 \/ \u6743\u9650\u6a21\u578b \/ \u6700\u5c0f\u6743\u9650）<\/li>\n
                  • \u5065\u5eb7\u5ea6\u770b\u677f \/ \u5f03\u7528\u72b6\u6001\u673a \u2192 SRE \/ \u53ef\u89c2\u6d4b\u6027（JD\u5173\u952e\u8bcd：SLI \/ \u544a\u8b66 \/ \u751f\u547d\u5468\u671f\u6cbb\u7406）<\/li>\n<\/ul>\n

                    \u672c\u673a\u4e00\u952e\u542f\u52a8：JDK17+，git clone\u4ed3\u5e93\u540emvn spring-boot:run，\u5185\u5b58\u540e\u7aef\u65e0\u9700Redis，\u5373\u53ef\u770b\u5230GET \/api\/toolboxes\u8f93\u51fa；\u8981\u6d4b\u591a\u5b9e\u4f8b\u518d\u52a0–spring.profiles.active=redis\u8d77\u4e24\u4e2a\u7aef\u53e3\u3002<\/p>\n

                    \u751f\u4ea7\u90e8\u7f72\u76ee\u6807\u6808：Linux x86_64 \/ JDK 21 \/ Redis 7（Linux \u5bb9\u5668）\u3002redis:7 \u955c\u50cf\u5373 Linux \u5bb9\u5668，\u672c\u6587 Docker \u591a\u5b9e\u4f8b\u5b9e\u6d4b\u5c31\u5728\u6b64\u6808\u4e0a\u5b8c\u6210；"\u672c\u673a"\u6307\u4f5c\u8005\u5f00\u53d1\u673a（\u547d\u4ee4\u8de8\u5e73\u53f0\u4e00\u81f4，\u7f16\u8bd1\u4ea7\u7269 .jar \u4e0e Linux \u751f\u4ea7\u5b8c\u5168\u4e00\u81f4），\u65e0 Windows \u4e13\u5c5e\u4f9d\u8d56\u3002<\/p>\n

                    \u672c\u7bc7\u5317\u6781\u661f\u6307\u6807：Gitee star \u76ee\u680750+，\u53d1\u5e03\u540e7\u5929\u6838\u5bf9\u641c\u7d22\u6d41\u91cf（\u5173\u952e\u8bcd"MCP\u5de5\u5177\u6cbb\u7406"）\u3002<\/p>\n

                    \u8d44\u4ea7\u5316CTA：\u4ed3\u5e93\u5df2\u5f00\u6e90，\u6253\u4e86v12tag，\u4e00\u952e\u542f\u52a8demo\u89c1README；\u89c9\u5f97\u6709\u7528\u6b22\u8fcestar，\u4e0b\u4e00\u7bc7（\u5341\u4e09）\u8bb2\u591a\u79df\u6237\u3002<\/p>\n

                    \u58f0\u660e：\u672c\u7bc7\u65e0\u5916\u90e8\u5bc6\u94a5；demo\u914d\u7f6e\u5747\u4e3a\u672c\u673a\u503c，\u672a\u542b\u4efb\u4f55\u751f\u4ea7\u51ed\u636e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                    MCP\u5de5\u5177\u6cbb\u7406\u5b9e\u6218：\u4ece6\u4e2a\u5de5\u5177\u5230\u51e0\u5341\u4e2a，\u6211\u600e\u4e48\u7ba1\u7684 \u672c\u6587\u662f\u300aMCP\u5b9e\u6218\u624b\u8bb0\u300b\u7b2c\u4e8c\u5b63\u751f\u4ea7\u843d\u5730\u7bc7\u7684\u6cbb\u7406\u7ae0：\u5355\u5de5\u5177\u80fd\u8dd1\u7a33，\u4e0d\u4ee3\u8868\u51e0\u5341\u4e2a\u5de5\u5177\u4ea4\u7ed9agent\u5c31\u6562\u8fdb\u751f\u4ea7\u2014\u2014\u8fd9\u6b63\u662f\\”\u6cbb\u7406\u5c42\\”\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u672c\u673a\u5185\u5b58\u4e0eRedis\u591a\u5b9e\u4f8b\u4e24\u79cd\u540e\u7aef，\u5747\u5b9e\u6d4b\u8dd1\u901a\u3002 0.\u5f00\u7bc7：agent\u5931\u63a7\u7684\u51e0\u79cd\u59ff\u52bf
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