{"id":62998,"date":"2026-01-21T05:25:55","date_gmt":"2026-01-20T21:25:55","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/62998.html"},"modified":"2026-01-21T05:25:55","modified_gmt":"2026-01-20T21:25:55","slug":"%e8%b0%b7%e6%ad%8c%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%95%86-%e5%80%9f%e5%8a%a9-bigquery-%e5%ae%8c%e5%85%a8%e6%89%98%e7%ae%a1%e7%9a%84%e8%bf%9c%e7%a8%8b-mcp-%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%8c%e6%9b%b4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/62998.html","title":{"rendered":"\u8c37\u6b4c\u4e91\u670d\u52a1\u5546 | \u501f\u52a9 BigQuery \u5b8c\u5168\u6258\u7ba1\u7684\u8fdc\u7a0b MCP \u670d\u52a1\u5668\uff0c\u66f4\u5feb\u5730\u6784\u5efa\u6570\u636e\u5206\u6790\u4ee3\u7406"},"content":{"rendered":"

\u7531\u8c37\u6b4c\u4e91\u6388\u6743\u4ee3\u7406\u670d\u52a1\u5546CloudAce\u6df1\u5733\u4e91\u4e00\u7ffb\u8bd1\u5e76\u53d1\u5e03\u3002\u4fe1\u606f\u6765\u6e90：\u8c37\u6b4c\u4e91<\/p>\n

\u5c06 AI \u4ee3\u7406\u8fde\u63a5\u5230\u4f01\u4e1a\u6570\u636e\u4e0d\u5e94\u9700\u8981\u590d\u6742\u7684\u81ea\u5b9a\u4e49\u96c6\u6210\u6216\u6570\u5468\u7684\u5f00\u53d1\u65f6\u95f4\u3002\u968f\u7740\u4e0a\u4e2a\u6708\u9762\u5411 Google \u670d\u52a1\u7684\u5b8c\u5168\u6258\u7ba1\u5f0f\u8fdc\u7a0b\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae (MCP) \u670d\u52a1\u5668\u7684\u53d1\u5e03，\u60a8\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528 BigQuery MCP \u670d\u52a1\u5668，\u4e3a\u60a8\u7684 AI \u4ee3\u7406\u63d0\u4f9b\u4e00\u79cd\u76f4\u63a5\u3001\u5b89\u5168\u7684\u65b9\u5f0f\u6765\u5206\u6790\u6570\u636e\u3002\u8fd9\u79cd\u5b8c\u5168\u6258\u7ba1\u7684 MCP \u670d\u52a1\u5668\u6d88\u9664\u4e86\u7ba1\u7406\u5f00\u9500，\u4f7f\u60a8\u80fd\u591f\u4e13\u6ce8\u4e8e\u5f00\u53d1\u667a\u80fd\u4ee3\u7406\u3002<\/span><\/span><\/p>\n

MCP \u670d\u52a1\u5668\u5bf9 BigQuery \u7684\u652f\u6301\u4e5f\u53ef\u901a\u8fc7\u5f00\u6e90\u7684<\/span><\/span>MCP \u6570\u636e\u5e93\u5de5\u5177\u7bb1\u83b7\u5f97，\u8be5\u5de5\u5177\u7bb1\u4e13\u4e3a\u90a3\u4e9b\u5bfb\u6c42\u66f4\u9ad8\u7075\u6d3b\u6027\u548c\u670d\u52a1\u5668\u63a7\u5236\u6743\u7684\u7528\u6237\u800c\u8bbe\u8ba1\u3002\u5728\u672c\u535a\u6587\u4e2d，\u6211\u4eec\u5c06\u8ba8\u8bba\u5e76\u6f14\u793a\u65b0\u53d1\u5e03\u7684\u5b8c\u5168\u6258\u7ba1\u5f0f\u8fdc\u7a0b BigQuery \u670d\u52a1\u5668\u7684\u96c6\u6210<\/span><\/span>，\u8be5\u670d\u52a1\u5668\u76ee\u524d\u5904\u4e8e\u9884\u89c8\u9636\u6bb5（\u622a\u81f3 2026 \u5e74 1 \u6708）\u3002\u00a0<\/p>\n

\u8fdc\u7a0b MCP \u670d\u52a1\u5668\u8fd0\u884c\u5728\u670d\u52a1\u7684\u57fa\u7840\u8bbe\u65bd\u4e0a，\u5e76\u4e3a AI \u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b HTTP \u7aef\u70b9\u3002\u8fd9\u4f7f\u5f97 AI MCP \u5ba2\u6237\u7aef\u548c MCP \u670d\u52a1\u5668\u80fd\u591f\u4f7f\u7528\u9884\u5b9a\u4e49\u7684\u6807\u51c6\u8fdb\u884c\u901a\u4fe1\u3002<\/span><\/span><\/p>\n

\"\"<\/p>\n

MCP \u901a\u8fc7\u4e00\u5957\u9884\u5b9a\u4e49\u7684\u5de5\u5177，\u4f7f\u57fa\u4e8e LLM \u7684\u5e94\u7528\u7a0b\u5e8f\u80fd\u591f\u76f4\u63a5\u8bbf\u95ee\u60a8\u7684\u5206\u6790\u6570\u636e，\u4ece\u800c\u52a0\u901f AI \u4ee3\u7406\u7684\u6784\u5efa\u8fc7\u7a0b\u3002\u4f7f\u7528 Google OAuth \u8eab\u4efd\u9a8c\u8bc1\u65b9\u6cd5\u5c06 BigQuery MCP \u670d\u52a1\u5668\u4e0e ADK \u96c6\u6210\u975e\u5e38\u7b80\u5355，\u5982\u4e0b\u6587\u5173\u4e8e\u4ee3\u7406\u5f00\u53d1\u5de5\u5177\u5305 (ADK)\u548cGemini CLI \u7684\u8ba8\u8bba\u6240\u793a\u3002\u6b64\u5916，LangGraph\u3001Claude Code\u3001Cursor IDE \u6216\u5176\u4ed6 MCP \u5ba2\u6237\u7aef\u7b49\u5e73\u53f0\u548c\u6846\u67b6\u4e5f\u53ef\u4ee5\u8f7b\u677e\u96c6\u6210\u3002\u00a0<\/span><\/span><\/p>\n

\u6211\u4eec\u5f00\u59cb\u5427\u3002<\/span><\/span><\/p>\n

\u5c06 BigQuery MCP \u670d\u52a1\u5668\u4e0e ADK \u7ed3\u5408\u4f7f\u7528<\/span><\/span><\/h3>\n

\u8981\u4f7f\u7528 ADK \u6784\u5efa BigQuery Agent \u539f\u578b，\u8bf7\u6309\u7167\u4ee5\u4e0b\u516d\u4e2a\u6b65\u9aa4\u64cd\u4f5c：<\/span><\/span><\/p>\n

  • \n

    \u524d\u63d0\u6761\u4ef6：\u8bbe\u7f6e\u9879\u76ee\u3001\u5fc5\u8981\u7684\u8bbe\u7f6e\u548c\u73af\u5883\u3002<\/span><\/p>\n<\/li>\n

  • \n

    \u914d\u7f6e：\u542f\u7528 MCP \u548c\u6240\u9700\u7684 API\u3002<\/span><\/p>\n<\/li>\n

  • \n

    \u52a0\u8f7d\u793a\u4f8b\u6570\u636e\u96c6\u3002<\/span><\/p>\n<\/li>\n

  • \n

    \u521b\u5efa OAuth \u5ba2\u6237\u7aef\u3002<\/span><\/p>\n<\/li>\n

  • \n

    \u521b\u5efa Gemini API \u5bc6\u94a5\u3002<\/span><\/p>\n<\/li>\n

  • \n

    \u521b\u5efa\u5e76\u6d4b\u8bd5\u4ee3\u7406\u3002<\/span><\/p>\n<\/li>\n

    \u91cd\u8981\u63d0\u793a：\u5728\u8ba1\u5212\u751f\u4ea7\u90e8\u7f72\u6216\u4f7f\u7528\u771f\u5b9e\u6570\u636e\u7684 AI \u4ee3\u7406\u65f6，\u8bf7\u786e\u4fdd\u9075\u5b88AI \u5b89\u5168\u3001\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u51c6\u5219\u3002<\/span><\/span><\/p>\n

    \u6b65\u9aa4 1：\u524d\u63d0\u6761\u4ef6 > \u914d\u7f6e\u548c\u73af\u5883\u00a0<\/span><\/span><\/h4>\n

    1.1 \u8bbe\u7f6e\u4e91\u9879\u76ee \u521b\u5efa\u6216\u4f7f\u7528\u5df2\u542f\u7528\u7ed3\u7b97\u529f\u80fd\u7684\u73b0\u6709Google Cloud \u9879\u76ee\u3002<\/span><\/span><\/p>\n

    1.2 \u7528\u6237\u89d2\u8272 \u8bf7\u786e\u4fdd\u60a8\u7684\u7528\u6237\u5e10\u6237\u62e5\u6709\u4ee5\u4e0b\u9879\u76ee\u6743\u9650：<\/span><\/span><\/p>\n

  • \n

    roles\/bigquery.user（\u7528\u4e8e\u8fd0\u884c\u67e5\u8be2）<\/span><\/p>\n<\/li>\n

  • \n

    roles\/bigquery.dataViewer（\u7528\u4e8e\u8bbf\u95ee\u6570\u636e）<\/span><\/p>\n<\/li>\n

  • \n

    roles\/mcp.toolUser（\u7528\u4e8e\u8bbf\u95ee MCP \u5de5\u5177）<\/span><\/p>\n<\/li>\n

  • \n

    roles\/serviceusage.serviceUsageAdmin（\u7528\u4e8e\u542f\u7528 API）<\/span><\/p>\n<\/li>\n

  • \n

    roles\/iam.oauthClientViewer（OAuth）<\/span><\/p>\n<\/li>\n

  • \n

    roles\/iam.serviceAccountViewer（OAuth）<\/span><\/p>\n<\/li>\n

  • \n

    roles\/oauthconfig.editor（OAuth）<\/span><\/p>\n<\/li>\n

    1.3 \u8bbe\u7f6e\u73af\u5883 \u4f7f\u7528\u5b89\u88c5\u4e86 gcloud CLI \u7684 MacOS \u6216 Linux \u7ec8\u7aef\u3002<\/span><\/span><\/p>\n

    \u5728 shell \u4e2d，\u4f7f\u7528\u60a8\u7684 Cloud PROJECT_ID\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5e76\u9a8c\u8bc1\u60a8\u7684 Google Cloud \u5e10\u6237；\u8fd9\u662f\u4f7f ADK \u80fd\u591f\u8bbf\u95ee BigQuery \u6240\u5fc5\u9700\u7684\u3002<\/span><\/span><\/p>\n

    # Set your cloud project id in env variable
    \nBIGQUERY_PROJECT=PROJECT_ID<\/p>\n

    gcloud config set project ${BIGQUERY_PROJECT}
    \ngcloud auth application-default login <\/p>\n

    \u6309\u7167\u63d0\u793a\u5b8c\u6210\u8eab\u4efd\u9a8c\u8bc1\u8fc7\u7a0b\u3002<\/p>\n

    \u6b65\u9aa4 2：\u914d\u7f6e > \u7528\u6237\u89d2\u8272\u548c API<\/span><\/span><\/h4>\n

    2.1 \u542f\u7528 BigQuery \u548c MCP API \u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u542f\u7528 BigQuery API \u548cMCP API\u3002<\/span><\/span><\/p>\n

    gcloud services enable bigquery.googleapis.com –project=${BIGQUERY_PROJECT}
    \ngcloud beta services mcp enable bigquery.googleapis.com –project=${BIGQUERY_PROJECT} <\/p>\n

    \u6b65\u9aa4 3：\u52a0\u8f7d\u793a\u4f8b\u6570\u636e\u96c6 > cymbal_pets \u6570\u636e\u96c6<\/span><\/span><\/h4>\n

    3.1 \u521b\u5efa cymbal_pets \u6570\u636e\u96c6\u5728\u672c\u6f14\u793a\u4e2d，\u6211\u4eec\u5c06\u4f7f\u7528 cymbal_pets \u6570\u636e\u96c6\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4 \u4ece\u516c\u5171\u5b58\u50a8\u6876\u52a0\u8f7dcymbal_pets\u6570\u636e\u5e93：<\/span><\/span><\/p>\n

    # Create the dataset if it doesn't exist (pick a location of your choice)
    \n# You can add –default_table_expiration to auto expire tables.
    \nbq –project_id=${BIGQUERY_PROJECT} mk -f –dataset –location=US cymbal_pets<\/p>\n

    # Load the data
    \nfor table in products customers orders order_items; do
    \nbq –project_id=${BIGQUERY_PROJECT} query –nouse_legacy_sql \\\\
    \n "LOAD DATA OVERWRITE cymbal_pets.${table} FROM FILES(
    \n format = 'avro',
    \n uris = [ 'gs:\/\/sample-data-and-media\/cymbal-pets\/tables\/${table}\/*.avro']);"
    \ndone <\/p>\n

    \u6b65\u9aa4 4：\u521b\u5efa OAuth \u5ba2\u6237\u7aef ID<\/span><\/span><\/h4>\n

    4.1 \u521b\u5efa OAuth \u5ba2\u6237\u7aef ID \u6211\u4eec\u5c06\u4f7f\u7528 Google OAuth \u8fde\u63a5\u5230 BigQuery MCP \u670d\u52a1\u5668\u3002\u00a0<\/span><\/span><\/p>\n

    7. \u5728 Google Cloud \u63a7\u5236\u53f0\u4e2d，\u8f6c\u5230\u201cGoogle Auth Platform\u201d>\u201c\u5ba2\u6237\u7aef\u201d>\u00a0\u201c\u521b\u5efa\u5ba2\u6237\u7aef\u201d\u3002<\/span><\/span><\/p>\n

      \n
    • \n

      *\u9009\u62e9\u5e94\u7528\u7a0b\u5e8f\u7c7b\u578b\u503c\u4e3a\u201c\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u201d\u3002<\/span><\/p>\n<\/li>\n

    • \n

      \u5ba2\u6237\u7aef\u521b\u5efa\u5b8c\u6210\u540e，\u8bf7\u52a1\u5fc5\u590d\u5236\u5ba2\u6237\u7aef ID \u548c\u5bc6\u94a5\u5e76\u59a5\u5584\u4fdd\u7ba1\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n

      \u53ef\u9009：\u5982\u679c\u60a8\u4f7f\u7528\u4e86\u4e0d\u540c\u7684 OAuth \u5ba2\u6237\u7aef\u9879\u76ee，\u8bf7\u4f7f\u7528\u60a8\u7684CLIENT_ID_PROJECT\u8fd0\u884c\u6b64\u547d\u4ee4\u3002<\/span><\/span><\/p>\n

      gcloud beta services mcp enable bigquery.googleapis.com –project=CLIENT_ID_PROJECT <\/p>\n

      \u6ce8\u610f（\u4ec5\u9650 Cloud Shell \u7528\u6237）：\u5982\u679c\u60a8\u4f7f\u7528\u7684\u662f Google Cloud Shell \u6216\u9664 localhost \u4ee5\u5916\u7684\u4efb\u4f55\u6258\u7ba1\u73af\u5883，\u5219\u5fc5\u987b\u521b\u5efa\u201cWeb \u5e94\u7528\u7a0b\u5e8f\u201dOAuth \u5ba2\u6237\u7aef ID\u3002<\/span><\/span><\/p>\n

      \u5bf9\u4e8e Cloud Shell \u73af\u5883：<\/span><\/span><\/p>\n

        \n
      • \u8981\u83b7\u53d6\u201c\u5df2\u6388\u6743\u7684 JavaScript \u6765\u6e90\u201d\u503c，\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u7684\u8f93\u51fa：\u00a0 echo "https:\/\/8000-$WEB_HOST"\u00a0<\/li>\n
      • \u5bf9\u4e8e\u201c\u5df2\u6388\u6743\u91cd\u5b9a\u5411 URI\u201d\u503c，\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u7684\u8f93\u51fa：\u00a0 （Cloud Shell \u4e2d\u7684 URI \u662f\u4e34\u65f6\u7684，\u4f1a\u5728\u5f53\u524d\u4f1a\u8bdd\u7ed3\u675f\u540e\u8fc7\u671f）echo "https:\/\/8000-$WEB_HOST\/dev-ui\/"<\/li>\n<\/ul>\n

        \u6ce8\u610f：\u5982\u679c\u60a8\u51b3\u5b9a\u4f7f\u7528 Web \u670d\u52a1\u5668，\u5219\u9700\u8981\u4f7f\u7528\u201cWeb \u5e94\u7528\u7a0b\u5e8f\u201d\u7c7b\u578b\u7684 OAuth \u5ba2\u6237\u7aef，\u5e76\u586b\u5199\u76f8\u5e94\u7684\u57df\u548c\u91cd\u5b9a\u5411 URI\u3002<\/span><\/span><\/p>\n

        \n

        \u6b65\u9aa4 5：Gemini API \u5bc6\u94a5<\/span><\/span><\/h4>\n

        5.1 \u521b\u5efa Gemini API \u5bc6\u94a5\u5728 API \u5bc6\u94a5\u9875\u9762\u521b\u5efa Gemini API \u5bc6\u94a5\u3002\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u751f\u6210\u7684\u5bc6\u94a5\u624d\u80fd\u4f7f\u7528 ADK \u8bbf\u95ee Gemini \u6a21\u578b\u3002<\/span><\/span><\/p>\n

        \u6b65\u9aa4 6：\u521b\u5efa ADK Web \u5e94\u7528\u7a0b\u5e8f<\/span><\/span><\/h4>\n

        6.1 \u5b89\u88c5 ADK \u8981\u5b89\u88c5 ADK \u5e76\u542f\u52a8\u4ee3\u7406\u9879\u76ee，\u8bf7\u6309\u7167ADK \u7684 Python \u5feb\u901f\u5165\u95e8\u6307\u5357\u4e2d\u7684\u8bf4\u660e\u8fdb\u884c\u64cd\u4f5c\u3002\u00a0<\/span><\/span><\/p>\n

        6.2 \u521b\u5efa\u65b0\u7684 ADK \u4ee3\u7406 \u73b0\u5728，\u4e3a\u6211\u4eec\u7684 BigQuery \u8fdc\u7a0b MCP \u670d\u52a1\u5668\u96c6\u6210\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u4ee3\u7406\u3002<\/span><\/span><\/p>\n

        adk create cymbal_pets_analyst<\/p>\n

        #When prompted, choose the following:
        \n#2. Other models (fill later) <\/p>\n

        6.3 \u914d\u7f6e env \u6587\u4ef6 \u8fd0\u884c\u4ee5\u4e0b\u901a\u7528\u547d\u4ee4\u6765\u66f4\u65b0<\/span><\/span>cymbal_pets_analyst\/.env\u6587\u4ef6，\u5176\u4e2d\u5305\u542b\u4ee5\u4e0b\u53d8\u91cf\u53ca\u5176\u5b9e\u9645\u503c\u5217\u8868\u3002<\/span><\/span><\/p>\n

        cat >> cymbal_pets_analyst\/.env <<EOF
        \nGOOGLE_GENAI_USE_VERTEXAI=FALSE
        \nGOOGLE_CLOUD_PROJECT=BIGQUERY_PROJECT
        \nGOOGLE_CLOUD_LOCATION=REGION
        \nGOOGLE_API_KEY=AI_STUDIO_API_KEY
        \nOAUTH_CLIENT_ID=YOUR_CLIENT_ID
        \nOAUTH_CLIENT_SECRET=YOUR_CLIENT_SECRET
        \nEOF <\/p>\n

        6.4 \u66f4\u65b0\u4ee3\u7406\u4ee3\u7801 \u7f16\u8f91<\/span><\/span>cymbal_pets_analyst\/agent.py\u6587\u4ef6，\u5c06\u6587\u4ef6\u5185\u5bb9\u66ff\u6362\u4e3a\u4ee5\u4e0b\u4ee3\u7801\u3002<\/span><\/span><\/p>\n

        import os
        \nfrom google.adk.agents.llm_agent import Agent
        \nfrom google.adk.tools.mcp_tool import McpToolset
        \nfrom google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
        \nfrom google.adk.auth.auth_credential import AuthCredential, AuthCredentialTypes
        \nfrom google.adk.auth import OAuth2Auth
        \nfrom fastapi.openapi.models import OAuth2
        \nfrom fastapi.openapi.models import OAuthFlowAuthorizationCode
        \nfrom fastapi.openapi.models import OAuthFlows
        \nfrom google.adk.auth import AuthCredential
        \nfrom google.adk.auth import AuthCredentialTypes
        \nfrom google.adk.auth import OAuth2Auth<\/p>\n

        def get_oauth2_mcp_tool():
        \n auth_scheme = OAuth2(
        \n flows=OAuthFlows(
        \n authorizationCode=OAuthFlowAuthorizationCode(
        \n authorizationUrl="https:\/\/accounts.google.com\/o\/oauth2\/auth",
        \n tokenUrl="https:\/\/oauth2.googleapis.com\/token",
        \n scopes={
        \n "https:\/\/www.googleapis.com\/auth\/bigquery": "bigquery"
        \n },
        \n )
        \n )
        \n )
        \n auth_credential = AuthCredential(
        \n auth_type=AuthCredentialTypes.OAUTH2,
        \n oauth2=OAuth2Auth(
        \n client_id=os.environ.get('OAUTH_CLIENT_ID', ''),
        \n client_secret=os.environ.get('OAUTH_CLIENT_SECRET', '')
        \n ),
        \n )<\/p>\n

        bigquery_mcp_tool_oauth = McpToolset(
        \n connection_params=StreamableHTTPConnectionParams(
        \n url='https:\/\/bigquery.googleapis.com\/mcp'),
        \n auth_credential=auth_credential,
        \n auth_scheme=auth_scheme,
        \n )
        \n return bigquery_mcp_tool_oauth<\/p>\n

        root_agent = Agent(
        \n model='gemini-3-pro-preview',
        \n name='root_agent',
        \n description='Analyst to answer all questions related to cymbal pets store.',
        \n instruction='Answer user questions, use the bigquery_mcp tool to query the cymbal pets database and run queries.',
        \n tools=[get_oauth2_mcp_tool()],
        \n) <\/p>\n

        6.5 \u8fd0\u884c ADK \u5e94\u7528\u7a0b\u5e8f \u4ece\u5305\u542b cymbal_pets_analyst \u6587\u4ef6\u5939\u7684\u7236\u76ee\u5f55\u8fd0\u884c\u6b64\u547d\u4ee4\u3002<\/span><\/span><\/p>\n

        adk web –port 8000 . <\/p>\n

        \u542f\u52a8\u6d4f\u89c8\u5668，\u8bbf\u95ee http:\/\/127.0.0.1:8000\/ \u6216\u8fd0\u884c ADK \u7684\u4e3b\u673a\u5730\u5740，\u7136\u540e\u4ece\u4e0b\u62c9\u83dc\u5355\u4e2d\u9009\u62e9\u60a8\u7684\u4ee3\u7406\u540d\u79f0\u3002\u73b0\u5728\u60a8\u5c31\u62e5\u6709\u4e86\u81ea\u5df1\u7684\u4ee3\u7406，\u53ef\u4ee5\u56de\u7b54\u6709\u5173 Cymbal Pets \u6570\u636e\u7684\u95ee\u9898\u3002\u4ee3\u7406\u8fde\u63a5\u5230 MCP \u670d\u52a1\u5668\u540e，\u5c06\u542f\u52a8 OAuth \u6d41\u7a0b，\u4e4b\u540e\u60a8\u5c31\u53ef\u4ee5\u6388\u4e88\u8bbf\u95ee\u6743\u9650\u3002\u00a0<\/span><\/span><\/p>\n

        \u5982\u60a8\u5728\u7b2c\u4e8c\u4e2a\u63d0\u793a\u4e2d\u770b\u5230\u7684，\u60a8\u4e0d\u518d\u9700\u8981\u6307\u5b9a\u9879\u76ee ID\u3002\u8fd9\u662f\u56e0\u4e3a\u4ee3\u7406\u53ef\u4ee5\u4ece\u5bf9\u8bdd\u4e2d\u63a8\u65ad\u51fa\u6b64\u4fe1\u606f\u3002<\/span><\/span><\/p>\n

        \"\"<\/p>\n

        \u60a8\u53ef\u4ee5\u95ee\u4ee5\u4e0b\u51e0\u4e2a\u95ee\u9898：<\/span><\/p>\n

          \n
        • \n

          my_project \u4e2d\u5305\u542b\u54ea\u4e9b\u6570\u636e\u96c6？<\/span><\/p>\n<\/li>\n

        • \n

          cymbal_pets \u6570\u636e\u96c6\u5305\u542b\u54ea\u4e9b\u8868？<\/span><\/p>\n<\/li>\n

        • \n

          \u83b7\u53d6 cymbal_pets \u6570\u636e\u96c6\u4e2d customers \u8868\u7684\u6a21\u5f0f<\/span><\/p>\n<\/li>\n

        • \n

          \u627e\u51fa\u7f8e\u56fd\u897f\u90e8\u5730\u533a\u94b9\u7c7b\u5ba0\u7269\u5e97\u8fc7\u53bb\u4e09\u4e2a\u6708\u5185\u8ba2\u5355\u91cf\u6392\u540d\u524d\u4e09\u7684\u8ba2\u5355\u3002\u786e\u5b9a\u4e0b\u5355\u7684\u5ba2\u6237\u53ca\u5176\u90ae\u7bb1\u5730\u5740\u3002\u00a0<\/span><\/p>\n<\/li>\n

        • \n

          \u80fd\u5426\u63d0\u4f9b\u524d 10 \u4e2a\u8ba2\u5355\u800c\u4e0d\u662f\u7b2c\u4e00\u4e2a？<\/span><\/p>\n<\/li>\n

        • \n

          \u8fc7\u53bb\u516d\u4e2a\u6708\u91cc，\u54ea\u79cd\u4ea7\u54c1\u9500\u91cf\u6700\u9ad8？\u00a0<\/span><\/p>\n<\/li>\n<\/ul>\n

          \u5c06 BigQuery MCP \u670d\u52a1\u5668\u4e0e Gemini CLI \u914d\u5408\u4f7f\u7528<\/span><\/h3>\n

          \u8981\u4f7f\u7528Gemini CLI，\u60a8\u53ef\u4ee5\u5728 ~\/.gemini\/settings.json \u6587\u4ef6\u4e2d\u4f7f\u7528\u4ee5\u4e0b\u914d\u7f6e\u3002\u5982\u679c\u60a8\u5df2\u6709\u914d\u7f6e，\u5219\u9700\u8981\u5c06\u5176\u5408\u5e76\u5230 mcpServers \u5b57\u6bb5\u4e0b\u3002<\/span><\/p>\n

          {
          \n "mcpServers": {
          \n "bigquery": {
          \n "httpUrl": "https:\/\/bigquery.googleapis.com\/mcp",
          \n "authProviderType": "google_credentials",
          \n "oauth": {
          \n "scopes": [
          \n "https:\/\/www.googleapis.com\/auth\/bigquery"
          \n ]
          \n }
          \n }
          \n }
          \n} <\/p>\n

          \u7136\u540e\u8fd0\u884c \u200b\u200bgcloud \u8eab\u4efd\u9a8c\u8bc1\u3002<\/p>\n

          gcloud auth application-default login –clien-id-file YOUR_CLIENT_ID_FILE <\/p>\n

          \u8fd0\u884c Gemini CLI\u3002<\/p>\n

          gemini <\/p>\n

          \"\"\u4e3a\u60a8\u7684\u4ee3\u7406\u63d0\u4f9b BigQuery MCP \u670d\u52a1\u5668<\/span><\/span><\/h3>\n

          \u60a8\u53ef\u4ee5\u5c06 BigQuery \u5de5\u5177\u96c6\u6210\u5230\u5f00\u53d1\u5de5\u4f5c\u6d41\u7a0b\u4e2d，\u5e76\u4f7f\u7528 LLM \u548c BigQuery MCP \u670d\u52a1\u5668\u521b\u5efa\u667a\u80fd\u6570\u636e\u4ee3\u7406\u3002\u96c6\u6210\u57fa\u4e8e\u5355\u4e00\u7684\u6807\u51c6\u534f\u8bae，\u8be5\u534f\u8bae\u4e0e\u6240\u6709\u4e3b\u6d41\u4ee3\u7406\u5f00\u53d1 IDE \u548c\u6846\u67b6\u517c\u5bb9\u3002\u5f53\u7136，\u5728\u6784\u5efa\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684\u4ee3\u7406\u6216\u5c06\u5176\u7528\u4e8e\u771f\u5b9e\u6570\u636e\u4e4b\u524d，\u8bf7\u52a1\u5fc5\u9075\u5faaAI \u5b89\u5168\u51c6\u5219\u3002<\/span><\/span><\/p>\n

          \u6211\u4eec\u975e\u5e38\u671f\u5f85\u770b\u5230\u60a8\u5982\u4f55\u5229\u7528 BigQuery MCP \u670d\u52a1\u5668\u5f00\u53d1\u6570\u636e\u5206\u6790\u751f\u6210\u5f0f AI \u5e94\u7528\u3002<\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

          \u7531\u8c37\u6b4c\u4e91\u6388\u6743\u4ee3\u7406\u670d\u52a1\u5546CloudAce\u6df1\u5733\u4e91\u4e00\u7ffb\u8bd1\u5e76\u53d1\u5e03\u3002\u4fe1\u606f\u6765\u6e90：\u8c37\u6b4c\u4e91
          \n\u5c06 AI \u4ee3\u7406\u8fde\u63a5\u5230\u4f01\u4e1a\u6570\u636e\u4e0d\u5e94\u9700\u8981\u590d\u6742\u7684\u81ea\u5b9a\u4e49\u96c6\u6210\u6216\u6570\u5468\u7684\u5f00\u53d1\u65f6\u95f4\u3002\u968f\u7740\u4e0a\u4e2a\u6708\u9762\u5411 Google \u670d\u52a1\u7684\u5b8c\u5168\u6258\u7ba1\u5f0f\u8fdc\u7a0b\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae (MCP) \u670d\u52a1\u5668\u7684\u53d1\u5e03，\u60a8\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528 BigQuery MCP \u670d\u52a1\u5668，\u4e3a\u60a8\u7684 AI \u4ee3\u7406\u63d0\u4f9b\u4e00\u79cd\u76f4\u63a5\u3001\u5b89\u5168\u7684\u65b9\u5f0f\u6765\u5206\u6790\u6570\u636e\u3002\u8fd9\u79cd\u5b8c\u5168\u6258\u7ba1\u7684 MCP \u670d\u52a1\u5668\u6d88\u9664\u4e86\u7ba1\u7406\u5f00\u9500，\u4f7f\u60a8\u80fd\u591f\u4e13\u6ce8\u4e8e\u5f00\u53d1\u667a\u80fd\u4ee3\u7406\u3002
          \nM<\/p>\n","protected":false},"author":2,"featured_media":62995,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[43,44],"topic":[],"class_list":["post-62998","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-43","tag-44"],"yoast_head":"\n\u8c37\u6b4c\u4e91\u670d\u52a1\u5546 | \u501f\u52a9 BigQuery \u5b8c\u5168\u6258\u7ba1\u7684\u8fdc\u7a0b MCP \u670d\u52a1\u5668\uff0c\u66f4\u5feb\u5730\u6784\u5efa\u6570\u636e\u5206\u6790\u4ee3\u7406 - \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\/62998.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8c37\u6b4c\u4e91\u670d\u52a1\u5546 | \u501f\u52a9 BigQuery \u5b8c\u5168\u6258\u7ba1\u7684\u8fdc\u7a0b MCP \u670d\u52a1\u5668\uff0c\u66f4\u5feb\u5730\u6784\u5efa\u6570\u636e\u5206\u6790\u4ee3\u7406 - 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