{"id":94635,"date":"2026-08-14T22:00:56","date_gmt":"2026-08-14T14:00:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/94635.html"},"modified":"2026-08-14T22:00:56","modified_gmt":"2026-08-14T14:00:56","slug":"ai-agent-%e6%8a%80%e8%83%bd%e5%88%86%e4%ba%ab%ef%bd%9c%e4%bb%8e%e9%9b%b6%e5%ae%9e%e7%8e%b0-mcp-server%ef%bc%8c%e8%ae%a9-agent-%e5%ae%89%e5%85%a8%e8%af%bb%e5%8f%96%e6%95%b0%e6%8d%ae%e5%ba%93","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/94635.html","title":{"rendered":"AI Agent \u6280\u80fd\u5206\u4eab\uff5c\u4ece\u96f6\u5b9e\u73b0 MCP Server\uff0c\u8ba9 Agent \u5b89\u5168\u8bfb\u53d6\u6570\u636e\u5e93"},"content":{"rendered":"

AI Agent \u6280\u80fd\u5206\u4eab｜\u4ece\u96f6\u5b9e\u73b0 MCP Server，\u8ba9 Agent \u5b89\u5168\u8bfb\u53d6\u6570\u636e\u5e93<\/h2>\n

\u628a\u6570\u636e\u5e93\u63a5\u7ed9 Agent，\u6700\u7701\u4e8b\u7684\u529e\u6cd5\u662f\u8ba9\u6a21\u578b\u751f\u6210 SQL，\u7136\u540e\u76f4\u63a5\u6267\u884c\u3002\u8fd9\u4e2a\u65b9\u6848\u505a\u6f14\u793a\u5f88\u5feb，\u6211\u4e0d\u5efa\u8bae\u7167\u642c\u5230\u4e1a\u52a1\u7cfb\u7edf\u91cc\u3002\u6570\u636e\u5e93\u91cc\u88c5\u7684\u662f\u5b9e\u6253\u5b9e\u7684\u4e1a\u52a1\u6570\u636e，\u6a21\u578b\u5076\u5c14\u9009\u9519\u8868\u3001\u6f0f\u6389\u79df\u6237\u6761\u4ef6，\u4ee3\u4ef7\u53ef\u80fd\u6bd4\u4e00\u6b21\u56de\u7b54\u9519\u8bef\u5927\u5f97\u591a\u3002<\/p>\n

\u8fd9\u7bc7\u7528 MCP Python SDK v2\u3001SQLAlchemy \u548c SQL Server \u505a\u4e00\u4e2a\u8ba2\u5355\u67e5\u8be2\u670d\u52a1\u3002Agent \u53ea\u80fd\u8c03\u7528\u4e8b\u5148\u5b9a\u4e49\u597d\u7684\u8ba2\u5355\u5de5\u5177，\u62ff\u4e0d\u5230\u4efb\u610f SQL \u7684\u6267\u884c\u5165\u53e3\u3002<\/p>\n

\u5148\u8bf4\u8bf4\u76f4\u63a5\u6267\u884c SQL \u7684\u95ee\u9898<\/h3>\n

\u5f88\u591a Text-to-SQL \u793a\u4f8b\u91c7\u7528\u4e0b\u9762\u8fd9\u6761\u94fe\u8def：<\/p>\n

\u7528\u6237\u95ee\u9898 \u2192 \u5927\u6a21\u578b\u751f\u6210 SQL \u2192 \u6570\u636e\u5e93\u6267\u884c SQL \u2192 \u8fd4\u56de\u7ed3\u679c<\/p>\n

\u94fe\u8def\u5f88\u77ed，\u98ce\u9669\u5374\u4e0d\u5c11：<\/p>\n

  • \u6a21\u578b\u53ef\u80fd\u751f\u6210 UPDATE\u3001DELETE \u6216\u9ad8\u6d88\u8017\u67e5\u8be2；<\/li>\n
  • \u7528\u6237\u53ef\u80fd\u901a\u8fc7\u63d0\u793a\u8bcd\u8bf1\u5bfc\u6a21\u578b\u67e5\u8be2\u65e0\u6743\u8bbf\u95ee\u7684\u6570\u636e；<\/li>\n
  • \u5373\u4f7f\u53ea\u5141\u8bb8 SELECT，\u4ecd\u53ef\u80fd\u51fa\u73b0\u8de8\u79df\u6237\u67e5\u8be2\u3001\u654f\u611f\u5b57\u6bb5\u6cc4\u9732\u548c\u5168\u8868\u626b\u63cf；<\/li>\n
  • SQL \u8bed\u6cd5\u68c0\u67e5\u65e0\u6cd5\u5224\u65ad\u4e00\u6761\u67e5\u8be2\u5728\u4e1a\u52a1\u4e0a\u662f\u5426\u8d8a\u6743；<\/li>\n
  • \u5c06\u5b8c\u6574\u8868\u7ed3\u6784\u4ea4\u7ed9\u6a21\u578b，\u8fd8\u4f1a\u589e\u52a0\u4e0a\u4e0b\u6587\u957f\u5ea6\u548c\u6cc4\u5bc6\u98ce\u9669\u3002<\/li>\n

    \u6211\u66f4\u503e\u5411\u4e8e\u628a\u6570\u636e\u5e93\u67e5\u8be2\u6536\u8fdb\u51e0\u4e2a\u4e1a\u52a1\u5de5\u5177\u91cc：<\/p>\n

    \u7528\u6237\u95ee\u9898
    \n \u2193
    \nAI Agent：\u5224\u65ad\u9700\u8981\u8c03\u7528\u54ea\u4e2a\u5de5\u5177
    \n \u2193
    \nMCP Server：\u6821\u9a8c\u53c2\u6570\u3001\u8eab\u4efd\u548c\u6743\u9650
    \n \u2193
    \n\u56fa\u5b9a SQL + \u53c2\u6570\u5316\u67e5\u8be2 + \u53ea\u8bfb\u8d26\u53f7
    \n \u2193
    \n\u88c1\u526a\u540e\u7684\u7ed3\u6784\u5316\u7ed3\u679c<\/p>\n

    \u6bd4\u5982\u5141\u8bb8 Agent \u8c03\u7528 search_orders，\u4f46\u4e0d\u63d0\u4f9b execute_sql\u3002\u67e5\u54ea\u4e9b\u5b57\u6bb5\u3001\u6700\u591a\u8fd4\u56de\u591a\u5c11\u6761，\u90fd\u5199\u6b7b\u5728\u5de5\u5177\u5185\u90e8\u3002\u6a21\u578b\u8d1f\u8d23\u9009\u62e9\u5de5\u5177，\u4e0d\u8d1f\u8d23\u51b3\u5b9a\u6570\u636e\u5e93\u8fb9\u754c\u3002<\/p>\n

    MCP \u653e\u5728\u8fd9\u6761\u94fe\u8def\u7684\u4ec0\u4e48\u4f4d\u7f6e<\/h3>\n

    MCP（Model Context Protocol）\u53ef\u4ee5\u7406\u89e3\u4e3a\u4e00\u5957\u9762\u5411 AI \u5e94\u7528\u7684\u6807\u51c6\u63a5\u53e3\u534f\u8bae\u3002MCP Server \u53ef\u4ee5\u5411\u4e0d\u540c\u7684 AI \u5ba2\u6237\u7aef\u66b4\u9732：<\/p>\n

      \n
    • Tools：\u5141\u8bb8 Agent \u8c03\u7528\u7684\u64cd\u4f5c；<\/li>\n
    • Resources：\u5ba2\u6237\u7aef\u53ef\u4ee5\u8bfb\u53d6\u7684\u4e0a\u4e0b\u6587\u8d44\u6e90；<\/li>\n
    • Prompts：\u53ef\u590d\u7528\u7684\u63d0\u793a\u6a21\u677f\u3002<\/li>\n<\/ul>\n

      \u4e0b\u9762\u53ea\u7528 Tool\u3002\u5b83\u548c\u666e\u901a REST API \u5e76\u4e0d\u51b2\u7a81：\u4e1a\u52a1\u63a5\u53e3\u4ecd\u7136\u53ef\u4ee5\u4fdd\u7559，MCP Server \u8d1f\u8d23\u628a\u5408\u9002\u7684\u80fd\u529b\u6574\u7406\u6210\u6a21\u578b\u5bb9\u6613\u7406\u89e3\u7684\u5de5\u5177\u5b9a\u4e49\u3002<\/p>\n

      \u8fd9\u91cc\u6709\u4e2a\u7248\u672c\u5751\u3002\u73b0\u5728 pip install mcp \u5b89\u88c5\u7684\u662f v2，\u670d\u52a1\u7c7b\u53eb MCPServer；\u4e0d\u5c11\u641c\u7d22\u7ed3\u679c\u8fd8\u662f v1 \u7684 FastMCP \u5199\u6cd5，\u6df7\u7528\u4ee5\u540e\u4f1a\u76f4\u63a5\u5361\u5728\u5bfc\u5165\u9636\u6bb5\u3002<\/p>\n

      \u628a\u9879\u76ee\u8dd1\u8d77\u6765<\/h3>\n

      \u76ee\u5f55<\/h4>\n

      mcp-order-server\/
      \n\u251c\u2500 server.py
      \n\u251c\u2500 requirements.txt
      \n\u2514\u2500 .env.example<\/p>\n

      \u4f9d\u8d56<\/h4>\n

      requirements.txt：<\/p>\n

      mcp[cli]>=2,<3
      \nSQLAlchemy>=2,<3
      \npyodbc>=5,<6
      \npydantic>=2,<3<\/p>\n

      \u5b89\u88c5：<\/p>\n

      python -m<\/span> venv .venv<\/p>\n

      # Windows<\/span>
      \n.venv\\\\<\/span>Scripts\\\\<\/span>activate<\/p>\n

      pip install<\/span> -r<\/span> requirements.txt<\/p>\n

      \u672c\u673a\u8fd8\u9700\u8981\u5b89\u88c5 Microsoft ODBC Driver 18 for SQL Server\u3002<\/p>\n

      \u8fde\u63a5\u5b57\u7b26\u4e32<\/h4>\n

      .env.example：<\/p>\n

      SQLSERVER_URL=mssql+pyodbc:\/\/mcp_reader:\u8bf7\u66ff\u6362\u5bc6\u7801@127.0.0.1:1433\/OrderDb?driver=ODBC+Driver+18+for+SQL+Server&TrustServerCertificate=yes
      \nMCP_TENANT_ID=tenant_demo<\/p>\n

      \u5b9e\u9645\u8fd0\u884c\u65f6\u4f7f\u7528\u73af\u5883\u53d8\u91cf，\u4e0d\u8981\u628a\u5bc6\u7801\u63d0\u4ea4\u5230 Git \u4ed3\u5e93：<\/p>\n

      $env<\/span>:SQLSERVER_URL="mssql+pyodbc:\/\/mcp_reader:***@127.0.0.1:1433\/OrderDb?driver=ODBC+Driver+18+for+SQL+Server&TrustServerCertificate=yes"<\/span>
      \n$env<\/span>:MCP_TENANT_ID="tenant_demo"<\/span><\/p>\n

      \u6570\u636e\u5e93\u6743\u9650\u5148\u6536\u7d27<\/h3>\n

      \u4e0d\u8981\u8ba9 MCP Server \u590d\u7528\u7ba1\u7406\u5458\u8d26\u53f7，\u4e5f\u4e0d\u8981\u56fe\u7701\u4e8b\u6388\u4e88\u6574\u5e93\u8bfb\u53d6\u6743\u9650\u3002\u5355\u72ec\u5efa\u53ea\u8bfb\u767b\u5f55，\u53ea\u5f00\u653e Agent \u786e\u5b9e\u8981\u7528\u7684\u89c6\u56fe\u3002<\/p>\n

      USE<\/span> [<\/span>OrderDb]<\/span>;<\/span>
      \nGO<\/p>\n

      CREATE<\/span> USER<\/span> [<\/span>mcp_reader]<\/span> FOR<\/span> LOGIN [<\/span>mcp_reader]<\/span>;<\/span>
      \nGO<\/p>\n

      GRANT<\/span> SELECT<\/span> ON<\/span> OBJECT::dbo.<\/span>v_AgentOrderSummary TO<\/span> [<\/span>mcp_reader]<\/span>;<\/span>
      \nGO<\/p>\n

      \u518d\u5efa\u4e00\u4e2a\u4e13\u7528\u89c6\u56fe，\u628a\u624b\u673a\u53f7\u3001\u8eab\u4efd\u8bc1\u3001\u5bc6\u7801\u6563\u5217\u8fd9\u7c7b\u5b57\u6bb5\u6321\u5728\u89c6\u56fe\u5916\u9762：<\/p>\n

      CREATE<\/span> VIEW<\/span> dbo.<\/span>v_AgentOrderSummary
      \nAS<\/span>
      \nSELECT<\/span>
      \n o.<\/span>TenantId,<\/span>
      \n o.<\/span>OrderId,<\/span>
      \n o.<\/span>OrderNo,<\/span>
      \n o.<\/span>CustomerName,<\/span>
      \n o.<\/span>OrderStatus,<\/span>
      \n o.<\/span>TotalAmount,<\/span>
      \n o.<\/span>CreatedAt
      \nFROM<\/span> dbo.<\/span>Orders AS<\/span> o
      \nWHERE<\/span> o.<\/span>IsDeleted =<\/span> 0<\/span>;<\/span>
      \nGO<\/p>\n

      \u8fd9\u6837\u5373\u4f7f\u4ee5\u540e\u6709\u4eba\u6539\u4e86\u5de5\u5177\u4ee3\u7801，\u4e5f\u8fd8\u6709\u6570\u636e\u5e93\u6743\u9650\u515c\u5e95：<\/p>\n

        \n
      • MCP \u4ee3\u7801\u53ea\u67e5\u8be2\u89c4\u5b9a\u7684\u89c6\u56fe；<\/li>\n
      • \u6570\u636e\u5e93\u8d26\u53f7\u672c\u8eab\u4e5f\u53ea\u80fd\u8bfb\u53d6\u8fd9\u4e2a\u89c6\u56fe\u3002<\/li>\n<\/ul>\n

        \u5e94\u7528\u5c42\u9650\u5236\u548c\u6570\u636e\u5e93\u6388\u6743\u6700\u597d\u90fd\u4fdd\u7559\u3002\u53ea\u505a\u5176\u4e2d\u4e00\u5c42，\u65f6\u95f4\u4e00\u4e45\u5f88\u5bb9\u6613\u88ab\u540e\u7eed\u6539\u52a8\u7ed5\u8fc7\u53bb\u3002<\/p>\n

        \u5199 MCP Server<\/h3>\n

        \u4e0b\u9762\u7684 server.py \u53ef\u4ee5\u76f4\u63a5\u6539\u3002\u51e0\u4e2a\u770b\u4f3c\u5570\u55e6\u7684\u9650\u5236\u2014\u2014\u5173\u952e\u5b57\u957f\u5ea6\u3001\u72b6\u6001\u679a\u4e3e\u3001\u8fd4\u56de\u6570\u91cf\u2014\u2014\u90fd\u662f\u6545\u610f\u52a0\u4e0a\u7684\u3002SQL \u4e5f\u5168\u90e8\u8d70\u53c2\u6570，\u4e0d\u62fc\u63a5\u7528\u6237\u8f93\u5165\u3002<\/p>\n

        import<\/span> logging
        \nimport<\/span> os
        \nimport<\/span> time
        \nfrom<\/span> datetime import<\/span> date,<\/span> datetime
        \nfrom<\/span> decimal import<\/span> Decimal
        \nfrom<\/span> typing import<\/span> Annotated,<\/span> Literal<\/p>\n

        from<\/span> mcp.<\/span>server import<\/span> MCPServer
        \nfrom<\/span> pydantic import<\/span> Field
        \nfrom<\/span> sqlalchemy import<\/span> create_engine,<\/span> event,<\/span> text<\/p>\n

        logging.<\/span>basicConfig(<\/span>
        \n level=<\/span>logging.<\/span>INFO,<\/span>
        \n format<\/span>=<\/span>"%(asctime)s %(levelname)s %(message)s"<\/span>,<\/span>
        \n)<\/span>
        \nlogger =<\/span> logging.<\/span>getLogger(<\/span>"order-mcp"<\/span>)<\/span><\/p>\n

        database_url =<\/span> os.<\/span>environ[<\/span>"SQLSERVER_URL"<\/span>]<\/span><\/p>\n

        # Demo \u7528\u73af\u5883\u53d8\u91cf\u56fa\u5b9a\u79df\u6237\u3002<\/span>
        \n# \u751f\u4ea7\u73af\u5883\u5e94\u4ece\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u8bbf\u95ee\u4ee4\u724c\u4e2d\u8bfb\u53d6 tenant_id，\u4e0d\u80fd\u8ba9\u6a21\u578b\u4f20\u5165\u3002<\/span>
        \ntenant_id =<\/span> os.<\/span>environ[<\/span>"MCP_TENANT_ID"<\/span>]<\/span><\/p>\n

        engine =<\/span> create_engine(<\/span>
        \n database_url,<\/span>
        \n pool_pre_ping=<\/span>True<\/span>,<\/span>
        \n pool_size=<\/span>5<\/span>,<\/span>
        \n max_overflow=<\/span>5<\/span>,<\/span>
        \n)<\/span><\/p>\n

        @event.<\/span>listens_for<\/span>(<\/span>engine,<\/span> "connect"<\/span>)<\/span>
        \ndef<\/span> set_query_timeout<\/span>(<\/span>dbapi_connection,<\/span> _connection_record)<\/span> –<\/span>><\/span> None<\/span>:<\/span>
        \n # pyodbc \u7684 connection.timeout \u8868\u793a\u67e5\u8be2\u8d85\u65f6\u79d2\u6570\u3002<\/span>
        \n dbapi_connection.<\/span>timeout =<\/span> 5<\/span><\/p>\n

        mcp =<\/span> MCPServer(<\/span>"Safe Order Query Server"<\/span>)<\/span><\/p>\n

        def<\/span> json_value<\/span>(<\/span>value)<\/span>:<\/span>
        \n """\u628a\u6570\u636e\u5e93\u7c7b\u578b\u8f6c\u6362\u4e3a\u9002\u5408 MCP \u4f20\u8f93\u7684 JSON \u503c\u3002"""<\/span>
        \n if<\/span> isinstance<\/span>(<\/span>value,<\/span> (<\/span>datetime,<\/span> date)<\/span>)<\/span>:<\/span>
        \n return<\/span> value.<\/span>isoformat(<\/span>)<\/span>
        \n if<\/span> isinstance<\/span>(<\/span>value,<\/span> Decimal)<\/span>:<\/span>
        \n return<\/span> float<\/span>(<\/span>value)<\/span>
        \n return<\/span> value<\/p>\n

        def<\/span> row_to_dict<\/span>(<\/span>row)<\/span> –<\/span>><\/span> dict<\/span>:<\/span>
        \n return<\/span> {<\/span>key:<\/span> json_value(<\/span>value)<\/span> for<\/span> key,<\/span> value in<\/span> row.<\/span>_mapping.<\/span>items(<\/span>)<\/span>}<\/span><\/p>\n

        @mcp.<\/span>tool<\/span>(<\/span>)<\/span>
        \ndef<\/span> search_orders<\/span>(<\/span>
        \n customer_keyword:<\/span> Annotated[<\/span>
        \n str<\/span>,<\/span>
        \n Field(<\/span>
        \n max_length=<\/span>50<\/span>,<\/span>
        \n description=<\/span>"\u5ba2\u6237\u540d\u79f0\u5173\u952e\u5b57；\u4e0d\u9700\u8981\u6309\u5ba2\u6237\u7b5b\u9009\u65f6\u4f20\u7a7a\u5b57\u7b26\u4e32"<\/span>,<\/span>
        \n )<\/span>,<\/span>
        \n ]<\/span> =<\/span> ""<\/span>,<\/span>
        \n status:<\/span> Literal[<\/span>"ALL"<\/span>,<\/span> "PENDING"<\/span>,<\/span> "PAID"<\/span>,<\/span> "SHIPPED"<\/span>,<\/span> "CLOSED"<\/span>]<\/span> =<\/span> "ALL"<\/span>,<\/span>
        \n limit:<\/span> Annotated[<\/span>int<\/span>,<\/span> Field(<\/span>ge=<\/span>1<\/span>,<\/span> le=<\/span>50<\/span>)<\/span>]<\/span> =<\/span> 20<\/span>,<\/span>
        \n)<\/span> –<\/span>><\/span> dict<\/span>:<\/span>
        \n """\u67e5\u8be2\u5f53\u524d\u79df\u6237\u7684\u8ba2\u5355\u6458\u8981，\u6700\u591a\u8fd4\u56de 50 \u6761，\u4e0d\u5305\u542b\u624b\u673a\u53f7\u7b49\u654f\u611f\u5b57\u6bb5\u3002"""<\/span><\/p>\n

        started_at =<\/span> time.<\/span>perf_counter(<\/span>)<\/span><\/p>\n

        sql =<\/span> text(<\/span>
        \n """
        \n SELECT TOP (:limit)
        \n OrderId,
        \n OrderNo,
        \n CustomerName,
        \n OrderStatus,
        \n TotalAmount,
        \n CreatedAt
        \n FROM dbo.v_AgentOrderSummary
        \n WHERE TenantId = :tenant_id
        \n AND (:customer_keyword = '' OR CustomerName LIKE :customer_pattern)
        \n AND (:status = 'ALL' OR OrderStatus = :status)
        \n ORDER BY CreatedAt DESC, OrderId DESC
        \n """<\/span>
        \n )<\/span><\/p>\n

        params =<\/span> {<\/span>
        \n "limit"<\/span>:<\/span> limit,<\/span>
        \n "tenant_id"<\/span>:<\/span> tenant_id,<\/span>
        \n "customer_keyword"<\/span>:<\/span> customer_keyword,<\/span>
        \n "customer_pattern"<\/span>:<\/span> f"%<\/span>{<\/span>customer_keyword}<\/span><\/span>%"<\/span><\/span>,<\/span>
        \n "status"<\/span>:<\/span> status,<\/span>
        \n }<\/span><\/p>\n

        try<\/span>:<\/span>
        \n with<\/span> engine.<\/span>connect(<\/span>)<\/span> as<\/span> connection:<\/span>
        \n rows =<\/span> connection.<\/span>execute(<\/span>sql,<\/span> params)<\/span>.<\/span>fetchall(<\/span>)<\/span><\/p>\n

        elapsed_ms =<\/span> round<\/span>(<\/span>(<\/span>time.<\/span>perf_counter(<\/span>)<\/span> –<\/span> started_at)<\/span> *<\/span> 1000<\/span>,<\/span> 2<\/span>)<\/span>
        \n logger.<\/span>info(<\/span>
        \n "tool=search_orders tenant=%s status=%s limit=%s rows=%s elapsed_ms=%s"<\/span>,<\/span>
        \n tenant_id,<\/span>
        \n status,<\/span>
        \n limit,<\/span>
        \n len<\/span>(<\/span>rows)<\/span>,<\/span>
        \n elapsed_ms,<\/span>
        \n )<\/span><\/p>\n

        return<\/span> {<\/span>
        \n "count"<\/span>:<\/span> len<\/span>(<\/span>rows)<\/span>,<\/span>
        \n "items"<\/span>:<\/span> [<\/span>row_to_dict(<\/span>row)<\/span> for<\/span> row in<\/span> rows]<\/span>,<\/span>
        \n "truncated"<\/span>:<\/span> len<\/span>(<\/span>rows)<\/span> ==<\/span> limit,<\/span>
        \n }<\/span>
        \n except<\/span> Exception:<\/span>
        \n # \u8be6\u7ec6\u5f02\u5e38\u53ea\u8fdb\u5165\u670d\u52a1\u7aef\u65e5\u5fd7，\u4e0d\u628a\u8fde\u63a5\u4fe1\u606f\u548c SQL \u7ec6\u8282\u8fd4\u56de\u7ed9\u6a21\u578b\u3002<\/span>
        \n logger.<\/span>exception(<\/span>"tool=search_orders failed tenant=%s"<\/span>,<\/span> tenant_id)<\/span>
        \n raise<\/span> RuntimeError(<\/span>"\u8ba2\u5355\u67e5\u8be2\u6682\u65f6\u5931\u8d25，\u8bf7\u7a0d\u540e\u91cd\u8bd5"<\/span>)<\/span><\/p>\n

        @mcp.<\/span>tool<\/span>(<\/span>)<\/span>
        \ndef<\/span> get_order_status<\/span>(<\/span>
        \n order_no:<\/span> Annotated[<\/span>
        \n str<\/span>,<\/span>
        \n Field(<\/span>min_length=<\/span>6<\/span>,<\/span> max_length=<\/span>32<\/span>,<\/span> pattern=<\/span>r"^[A-Za-z0-9_-]+$"<\/span>)<\/span>,<\/span>
        \n ]<\/span>,<\/span>
        \n)<\/span> –<\/span>><\/span> dict<\/span>:<\/span>
        \n """\u6839\u636e\u8ba2\u5355\u53f7\u67e5\u8be2\u5f53\u524d\u79df\u6237\u7684\u4e00\u6761\u8ba2\u5355\u72b6\u6001\u3002"""<\/span><\/p>\n

        sql =<\/span> text(<\/span>
        \n """
        \n SELECT TOP (1)
        \n OrderNo,
        \n OrderStatus,
        \n TotalAmount,
        \n CreatedAt
        \n FROM dbo.v_AgentOrderSummary
        \n WHERE TenantId = :tenant_id
        \n AND OrderNo = :order_no
        \n """<\/span>
        \n )<\/span><\/p>\n

        with<\/span> engine.<\/span>connect(<\/span>)<\/span> as<\/span> connection:<\/span>
        \n row =<\/span> connection.<\/span>execute(<\/span>
        \n sql,<\/span>
        \n {<\/span>"tenant_id"<\/span>:<\/span> tenant_id,<\/span> "order_no"<\/span>:<\/span> order_no}<\/span>,<\/span>
        \n )<\/span>.<\/span>fetchone(<\/span>)<\/span><\/p>\n

        if<\/span> row is<\/span> None<\/span>:<\/span>
        \n return<\/span> {<\/span>"found"<\/span>:<\/span> False<\/span>,<\/span> "order"<\/span>:<\/span> None<\/span>}<\/span><\/p>\n

        return<\/span> {<\/span>"found"<\/span>:<\/span> True<\/span>,<\/span> "order"<\/span>:<\/span> row_to_dict(<\/span>row)<\/span>}<\/span><\/p>\n

        if<\/span> __name__ ==<\/span> "__main__"<\/span>:<\/span>
        \n # \u672c\u5730\u53ef\u4f7f\u7528 stdio；\u8fdc\u7a0b\u90e8\u7f72\u63a8\u8350 streamable-http\u3002<\/span>
        \n mcp.<\/span>run(<\/span>"streamable-http"<\/span>)<\/span><\/p>\n

        \u5148\u5728\u672c\u5730\u628a\u8fb9\u754c\u6d4b\u51fa\u6765<\/h3>\n

        \u542f\u52a8\u5f00\u53d1\u5de5\u5177：<\/p>\n

        mcp dev server.py<\/p>\n

        \u4e5f\u53ef\u4ee5\u76f4\u63a5\u542f\u52a8 Streamable HTTP \u670d\u52a1：<\/p>\n

        python server.py<\/p>\n

        \u9ed8\u8ba4 MCP \u5730\u5740\u4e3a：<\/p>\n

        http:\/\/127.0.0.1:8000\/mcp<\/p>\n

        \u5728 MCP Inspector \u4e2d\u53ef\u4ee5\u5148\u8c03\u7528：<\/p>\n

        {<\/span>
        \n "customer_keyword"<\/span>:<\/span> "\u5f20"<\/span>,<\/span>
        \n "status"<\/span>:<\/span> "PAID"<\/span>,<\/span>
        \n "limit"<\/span>:<\/span> 10<\/span>
        \n}<\/span><\/p>\n

        \u522b\u53ea\u6d4b\u6b63\u5e38\u67e5\u8be2，\u4e0b\u9762\u51e0\u79cd\u8f93\u5165\u66f4\u503c\u5f97\u8bd5：<\/p>\n

      • \u6b63\u5e38\u67e5\u8be2\u80fd\u5426\u8fd4\u56de\u7ed3\u6784\u5316\u6570\u636e；<\/li>\n
      • limit=1000 \u662f\u5426\u4f1a\u5728\u8fdb\u5165\u6570\u636e\u5e93\u524d\u88ab\u62d2\u7edd；<\/li>\n
      • \u975e\u6cd5\u72b6\u6001\u503c\u662f\u5426\u4f1a\u88ab Schema \u6821\u9a8c\u62d2\u7edd；<\/li>\n
      • \u5ba2\u6237\u5173\u952e\u5b57\u4e2d\u5e26\u5355\u5f15\u53f7\u65f6，\u662f\u5426\u4ecd\u6309\u666e\u901a\u53c2\u6570\u5904\u7406\u3002<\/li>\n

        \u63a5\u5230 Agent<\/h3>\n

        \u4e0b\u9762\u4ee5 OpenAI Agents SDK \u4e3a\u4f8b\u8fde\u63a5\u8fdc\u7a0b MCP Server：<\/p>\n

        import<\/span> asyncio
        \nimport<\/span> os<\/p>\n

        from<\/span> agents import<\/span> Agent,<\/span> Runner
        \nfrom<\/span> agents.<\/span>mcp import<\/span> MCPServerStreamableHttp,<\/span> create_static_tool_filter<\/p>\n

        async<\/span> def<\/span> main<\/span>(<\/span>)<\/span> –<\/span>><\/span> None<\/span>:<\/span>
        \n async<\/span> with<\/span> MCPServerStreamableHttp(<\/span>
        \n name=<\/span>"Order MCP"<\/span>,<\/span>
        \n params=<\/span>{<\/span>
        \n "url"<\/span>:<\/span> "http:\/\/127.0.0.1:8000\/mcp"<\/span>,<\/span>
        \n "headers"<\/span>:<\/span> {<\/span>
        \n "Authorization"<\/span>:<\/span> f"Bearer <\/span>{<\/span>os.<\/span>environ[<\/span>'MCP_SERVER_TOKEN'<\/span>]<\/span>}<\/span><\/span>"<\/span><\/span>
        \n }<\/span>,<\/span>
        \n "timeout"<\/span>:<\/span> 10<\/span>,<\/span>
        \n }<\/span>,<\/span>
        \n cache_tools_list=<\/span>True<\/span>,<\/span>
        \n max_retry_attempts=<\/span>2<\/span>,<\/span>
        \n tool_filter=<\/span>create_static_tool_filter(<\/span>
        \n allowed_tool_names=<\/span>[<\/span>"search_orders"<\/span>,<\/span> "get_order_status"<\/span>]<\/span>
        \n )<\/span>,<\/span>
        \n require_approval=<\/span>"never"<\/span>,<\/span>
        \n )<\/span> as<\/span> server:<\/span>
        \n agent =<\/span> Agent(<\/span>
        \n name=<\/span>"\u8ba2\u5355\u52a9\u624b"<\/span>,<\/span>
        \n instructions=<\/span>(<\/span>
        \n "\u4f60\u53ea\u80fd\u4f9d\u636e\u5de5\u5177\u8fd4\u56de\u7684\u6570\u636e\u56de\u7b54\u8ba2\u5355\u95ee\u9898\u3002"<\/span>
        \n "\u67e5\u8be2\u7ed3\u679c\u4e3a\u7a7a\u65f6\u76f4\u63a5\u8bf4\u660e\u6ca1\u6709\u627e\u5230，\u4e0d\u8981\u731c\u6d4b\u8ba2\u5355\u72b6\u6001\u3002"<\/span>
        \n )<\/span>,<\/span>
        \n mcp_servers=<\/span>[<\/span>server]<\/span>,<\/span>
        \n )<\/span><\/p>\n

        result =<\/span> await<\/span> Runner.<\/span>run(<\/span>agent,<\/span> "\u67e5\u8be2\u5f20\u59d3\u5ba2\u6237\u6700\u8fd1\u5df2\u652f\u4ed8\u7684 10 \u4e2a\u8ba2\u5355"<\/span>)<\/span>
        \n print<\/span>(<\/span>result.<\/span>final_output)<\/span><\/p>\n

        asyncio.<\/span>run(<\/span>main(<\/span>)<\/span>)<\/span><\/p>\n

        tool_filter \u53ea\u662f\u8ba9\u5f53\u524d Agent \u5c11\u770b\u5230\u4e00\u4e9b\u65e0\u5173\u5de5\u5177\u3002\u6211\u628a\u5b83\u5f53\u4f5c\u9632\u8bef\u7528\u914d\u7f6e，\u4e0d\u628a\u5b83\u5f53\u6743\u9650\u7cfb\u7edf\u3002\u771f\u6b63\u7684\u9274\u6743\u4ecd\u5728 MCP Server \u548c\u6570\u636e\u5e93\u91cc\u505a\u3002<\/p>\n

        \u4e0a\u7ebf\u524d\u5bb9\u6613\u6f0f\u6389\u7684\u5730\u65b9<\/h3>\n

        \u79df\u6237\u53c2\u6570\u4e0d\u8981\u66b4\u9732\u7ed9\u6a21\u578b<\/h4>\n

        \u4e0d\u8981\u8bbe\u8ba1\u6210\u4e0b\u9762\u8fd9\u6837：<\/p>\n

        def<\/span> search_orders<\/span>(<\/span>tenant_id:<\/span> str<\/span>,<\/span> .<\/span>.<\/span>.<\/span>)<\/span>:<\/span>
        \n .<\/span>.<\/span>.<\/span><\/p>\n

        \u56e0\u4e3a tenant_id \u4f1a\u66b4\u9732\u5728 Tool Schema \u4e2d，\u6a21\u578b\u80fd\u591f\u81ea\u884c\u586b\u5199\u3002\u6b63\u786e\u505a\u6cd5\u662f\u4ece OAuth \u8bbf\u95ee\u4ee4\u724c\u3001\u7f51\u5173\u7b7e\u540d\u6216\u53ef\u4fe1\u8fd0\u884c\u4e0a\u4e0b\u6587\u4e2d\u53d6\u5f97\u79df\u6237\u4e0e\u7528\u6237\u8eab\u4efd，\u7136\u540e\u5728\u670d\u52a1\u7aef\u5f3a\u5236\u8ffd\u52a0\u79df\u6237\u6761\u4ef6\u3002<\/p>\n

        \u201c\u53ea\u5141\u8bb8 SELECT\u201d\u6ca1\u6709\u60f3\u8c61\u4e2d\u5b89\u5168<\/h4>\n

        SQL \u5fc5\u987b\u4ee5 SELECT \u5f00\u5934 \u5e76\u4e0d\u7b49\u4e8e\u5b89\u5168\u3002\u590d\u6742\u5b50\u67e5\u8be2\u3001\u8de8\u5e93\u8bbf\u95ee\u3001\u7cfb\u7edf\u51fd\u6570\u548c\u9ad8\u6d88\u8017\u67e5\u8be2\u4ecd\u7136\u53ef\u80fd\u4ea7\u751f\u98ce\u9669\u3002\u4f18\u5148\u63d0\u4f9b\u4e1a\u52a1\u7ea7\u5de5\u5177，\u800c\u4e0d\u662f execute_sql(sql: str)\u3002<\/p>\n

        \u8fd4\u56de\u503c\u9650\u91cf<\/h4>\n

        \u6211\u4e00\u822c\u4f1a\u540c\u65f6\u5361\u4f4f\u8fd9\u4e9b\u6307\u6807：<\/p>\n

          \n
        • \u6700\u5927\u884c\u6570；<\/li>\n
        • \u6700\u5927\u5b57\u6bb5\u6570；<\/li>\n
        • \u6700\u5927\u5355\u5b57\u6bb5\u957f\u5ea6；<\/li>\n
        • \u6700\u5927\u54cd\u5e94\u4f53\u79ef；<\/li>\n
        • \u662f\u5426\u5141\u8bb8\u8fd4\u56de\u654f\u611f\u5b57\u6bb5；<\/li>\n
        • \u67e5\u8be2\u8d85\u65f6\u65f6\u95f4\u3002<\/li>\n<\/ul>\n

          \u65e5\u5fd7\u8981\u80fd\u67e5\u6e05\u4e00\u6b21\u8c03\u7528<\/h4>\n

          \u81f3\u5c11\u8bb0\u5f55：<\/p>\n

          trace_id\u3001user_id\u3001tenant_id\u3001tool_name\u3001\u53c2\u6570\u6458\u8981\u3001\u7ed3\u679c\u884c\u6570\u3001\u8017\u65f6\u3001\u72b6\u6001\u3001\u9519\u8bef\u7801<\/p>\n

          \u624b\u673a\u53f7\u3001\u8bc1\u4ef6\u53f7\u3001Token\u3001\u6570\u636e\u5e93\u5bc6\u7801\u7b49\u5185\u5bb9\u5fc5\u987b\u8131\u654f\u6216\u5b8c\u5168\u4e0d\u8bb0\u5f55\u3002<\/p>\n

          \u8fdc\u7a0b\u670d\u52a1\u522b\u88f8\u5954<\/h4>\n

          MCP \u5b98\u65b9\u5b89\u5168\u6587\u6863\u5efa\u8bae\u8fdc\u7a0b\u670d\u52a1\u4f7f\u7528 OAuth 2.1，\u5e76\u6309 Tool \u6216\u80fd\u529b\u62c6\u5206 Scope\u3002\u751f\u4ea7\u90e8\u7f72\u8fd8\u5e94\u914d\u7f6e TLS\u3001\u5141\u8bb8\u7684 Host\/Origin\u3001\u9650\u6d41\u4ee5\u53ca\u5bc6\u94a5\u8f6e\u6362\u3002<\/p>\n

          \u53d1\u7248\u524d\u6ce8\u610f<\/h3>\n

          \u6211\u4f1a\u5148\u62ff\u6570\u636e\u5e93\u8d26\u53f7\u5355\u72ec\u767b\u5f55\u4e00\u6b21，\u786e\u8ba4\u5b83\u53ea\u80fd\u67e5\u8be2\u6307\u5b9a\u89c6\u56fe，\u76f4\u63a5\u8bbf\u95ee\u539f\u8868\u4f1a\u88ab\u62d2\u7edd\u3002\u968f\u540e\u7ed5\u8fc7 Agent \u76f4\u63a5\u8c03\u7528 MCP Tool，\u6d4b\u8bd5\u8d85\u957f\u53c2\u6570\u3001\u975e\u6cd5\u72b6\u6001\u3001\u5355\u5f15\u53f7\u3001\u7a7a\u7ed3\u679c\u548c\u8d85\u8fc7\u4e0a\u9650\u7684 limit\u3002\u8fd9\u4e00\u6b65\u80fd\u628a\u201cPrompt \u770b\u8d77\u6765\u5199\u5f97\u5f88\u4e25\u201d\u9020\u6210\u7684\u9519\u89c9\u53bb\u6389\u3002<\/p>\n

          \u6700\u540e\u518d\u67e5\u7f51\u7edc\u4fa7\u914d\u7f6e：\u8fdc\u7a0b\u5730\u5740\u662f\u5426\u5f3a\u5236 TLS，Token \u662f\u5426\u653e\u5728\u8bf7\u6c42\u5934，Host\/Origin \u767d\u540d\u5355\u548c\u9650\u6d41\u662f\u5426\u751f\u6548\u3002\u65e5\u5fd7\u91cc\u5e94\u8be5\u80fd\u6309 trace_id \u627e\u5230\u8c03\u7528\u4eba\u3001\u79df\u6237\u3001\u5de5\u5177\u540d\u3001\u8017\u65f6\u548c\u884c\u6570，\u4f46\u4e0d\u80fd\u641c\u5230\u6570\u636e\u5e93\u5bc6\u7801\u3001Token\u3001\u624b\u673a\u53f7\u7b49\u539f\u59cb\u654f\u611f\u4fe1\u606f\u3002<\/p>\n

          \u6700\u540e<\/h3>\n

          \u8fd9\u5957\u65b9\u6848\u4f1a\u6bd4\u201c\u6a21\u578b\u751f\u6210 SQL \u540e\u76f4\u63a5\u6267\u884c\u201d\u591a\u5199\u4e00\u4e9b\u4ee3\u7801，\u4f46\u8fb9\u754c\u5f88\u6e05\u695a：\u6a21\u578b\u53ea\u8d1f\u8d23\u9009\u5de5\u5177\u548c\u586b\u4e1a\u52a1\u53c2\u6570，SQL\u3001\u79df\u6237\u6761\u4ef6\u3001\u53ef\u89c1\u5b57\u6bb5\u4ee5\u53ca\u8fd4\u56de\u4e0a\u9650\u90fd\u7531\u540e\u7aef\u638c\u63e1\u3002<\/p>\n

          \u5982\u679c\u73b0\u6709\u7cfb\u7edf\u5df2\u7ecf\u6709\u8ba2\u5355\u67e5\u8be2 API，\u4e5f\u6ca1\u5fc5\u8981\u4e3a\u4e86 MCP \u518d\u5199\u4e00\u5957\u6570\u636e\u5e93\u8bbf\u95ee\u5c42\u3002\u8ba9 MCP Server \u8c03\u5df2\u6709 API，\u540c\u6837\u80fd\u8fbe\u5230\u76ee\u7684\u3002\u5173\u952e\u5728\u4e8e\u4e0d\u8981\u628a\u539f\u672c\u7531\u540e\u7aef\u63a7\u5236\u7684\u6743\u9650\u548c\u6570\u636e\u8303\u56f4\u4ea4\u7ed9\u6a21\u578b\u4e34\u573a\u5224\u65ad\u3002<\/p>\n

          \u4e0b\u4e00\u7bc7\u63a5\u7740\u5904\u7406\u5de5\u5177\u4e0a\u7ebf\u540e\u7684\u51e0\u4e2a\u9ebb\u70e6：\u63a5\u53e3\u8d85\u65f6\u4e86\u8981\u4e0d\u8981\u91cd\u8bd5，\u91cd\u590d\u8c03\u7528\u600e\u4e48\u53bb\u91cd，\u4ee5\u53ca\u6743\u9650\u5230\u5e95\u5e94\u8be5\u653e\u5728\u54ea\u4e00\u5c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

          AI Agent \u6280\u80fd\u5206\u4eab｜\u4ece\u96f6\u5b9e\u73b0 MCP Server，\u8ba9 Agent \u5b89\u5168\u8bfb\u53d6\u6570\u636e\u5e93
          \n\u628a\u6570\u636e\u5e93\u63a5\u7ed9 Agent，\u6700\u7701\u4e8b\u7684\u529e\u6cd5\u662f\u8ba9\u6a21\u578b\u751f\u6210 SQL，\u7136\u540e\u76f4\u63a5\u6267\u884c\u3002\u8fd9\u4e2a\u65b9\u6848\u505a\u6f14\u793a\u5f88\u5feb，\u6211\u4e0d\u5efa\u8bae\u7167\u642c\u5230\u4e1a\u52a1\u7cfb\u7edf\u91cc\u3002\u6570\u636e\u5e93\u91cc\u88c5\u7684\u662f\u5b9e\u6253\u5b9e\u7684\u4e1a\u52a1\u6570\u636e，\u6a21\u578b\u5076\u5c14\u9009\u9519\u8868\u3001\u6f0f\u6389\u79df\u6237\u6761\u4ef6，\u4ee3\u4ef7\u53ef\u80fd\u6bd4\u4e00\u6b21\u56de\u7b54\u9519\u8bef\u5927\u5f97\u591a\u3002
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