{"id":33021,"date":"2025-07-22T10:12:10","date_gmt":"2025-07-22T02:12:10","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=33021"},"modified":"2025-07-22T10:12:10","modified_gmt":"2025-07-22T02:12:10","slug":"google-analytics-mcpga4","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/google-analytics-mcpga4\/","title":{"rendered":"Google Analytics MCP\uff1a\u8fde\u63a5GA4\u6570\u636e\u4e0e\u5927\u6a21\u578b\u7684\u672c\u5730\u670d\u52a1\u5668\u5de5\u5177"},"content":{"rendered":"<p>Google Analytics MCP\uff08Model Context Protocol\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u5de5\u5177\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u672c\u5730\u670d\u52a1\u5668\u8fde\u63a5Google Analytics 4 (GA4) \u6570\u636e\u4e0e\u5927\u6a21\u578b\uff08\u5982Claude\u3001Cursor\u7b49\uff09\u3002\u5b83\u901a\u8fc7Google Analytics Admin API\u548cData API\u63d0\u4f9b\u6570\u636e\u67e5\u8be2\u548c\u7ba1\u7406\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u5728\u672c\u5730\u8fd0\u884c\u670d\u52a1\u5668\uff0c\u501f\u52a9\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5206\u6790\u7f51\u7ad9\u6d41\u91cf\u3001\u7528\u6237\u884c\u4e3a\u7b49\u6570\u636e\u3002\u9879\u76ee\u6258\u7ba1\u5728GitHub\uff0c\u7531Google Analytics\u56e2\u961f\u7ef4\u62a4\uff0c\u652f\u6301Python\u73af\u5883\uff0c\u9002\u5408\u5f00\u53d1\u8005\u548c\u6570\u636e\u5206\u6790\u5e08\u4f7f\u7528\u3002\u4ee3\u7801\u66f4\u65b0\u9891\u7e41\uff0c\u6700\u8fd1\u4e00\u6b21\u66f4\u65b0\u57282025\u5e747\u6708\uff0c\u793e\u533a\u6d3b\u8dc3\u5ea6\u8f83\u9ad8\u3002<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u83b7\u53d6Google Analytics\u8d26\u6237\u548c\u5c5e\u6027\u4fe1\u606f\u3002<\/li>\n<li>\u67e5\u8be2\u7279\u5b9a\u5c5e\u6027\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u5982\u914d\u7f6e\u548c\u8bbe\u7f6e\u3002<\/li>\n<li>\u5217\u51fa\u4e0eGoogle Ads\u8d26\u6237\u7684\u94fe\u63a5\u3002<\/li>\n<li>\u8fd0\u884cGA4\u6570\u636e\u62a5\u544a\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u7ef4\u5ea6\u548c\u6307\u6807\u3002<\/li>\n<li>\u83b7\u53d6\u7279\u5b9a\u5c5e\u6027\u7684\u6838\u5fc3\u62a5\u544a\u7ef4\u5ea6\uff0c\u5305\u62ec\u81ea\u5b9a\u4e49\u7ef4\u5ea6\u3002<\/li>\n<li>\u83b7\u53d6\u7279\u5b9a\u5c5e\u6027\u7684\u6838\u5fc3\u62a5\u544a\u6307\u6807\uff0c\u5305\u62ec\u81ea\u5b9a\u4e49\u6307\u6807\u3002<\/li>\n<li>\u63d0\u4f9b\u6807\u51c6\u7ef4\u5ea6\u548c\u6307\u6807\u5217\u8868\uff0c\u65b9\u4fbf\u6570\u636e\u5206\u6790\u3002<\/li>\n<li>\u652f\u6301\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\uff0c\u7ed3\u5408\u5927\u6a21\u578b\u5904\u7406\u590d\u6742\u6570\u636e\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528Google Analytics MCP\uff0c\u7528\u6237\u9700\u5728\u672c\u5730\u73af\u5883\u4e2d\u5b89\u88c5\u5e76\u914d\u7f6e\u670d\u52a1\u5668\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u786e\u4fdd\u7cfb\u7edf\u5df2\u5b89\u88c5Python 3.10\u6216\u66f4\u9ad8\u7248\u672c\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u7248\u672c\uff1a\n<pre><code>python --version\r\npython3 --version\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5<code>pip<\/code>\u5e76\u68c0\u67e5\u7248\u672c\uff1a\n<pre><code>pip --version\r\npip3 --version\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong><br \/>\n\u4f7f\u7528Git\u514b\u9686Google Analytics MCP\u4ed3\u5e93\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/googleanalytics\/google-analytics-mcp.git\r\ncd google-analytics-mcp\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u4e3a\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\uff0c\u5efa\u8bae\u521b\u5efaPython\u865a\u62df\u73af\u5883\uff1a<\/p>\n<pre><code>python3 -m venv venv\r\nsource venv\/bin\/activate  # Linux\/Mac\r\nvenv\\Scripts\\activate     # Windows\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u9879\u76ee\u6240\u9700\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6eGoogle Analytics\u51ed\u636e<\/strong>\n<ul>\n<li>\u5728Google Cloud Console\u4e2d\u521b\u5efa\u670d\u52a1\u8d26\u6237\uff0c\u542f\u7528Google Analytics Data API\u3002<\/li>\n<li>\u4e0b\u8f7d\u670d\u52a1\u8d26\u6237\u7684JSON\u5bc6\u94a5\u6587\u4ef6\uff0c\u8def\u5f84\u8bb0\u4e3a<code>\/path\/to\/your\/service-account-key.json<\/code>\u3002<\/li>\n<li>\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf<code>GOOGLE_APPLICATION_CREDENTIALS<\/code>\uff1a\n<pre><code>export GOOGLE_APPLICATION_CREDENTIALS=\"\/path\/to\/your\/service-account-key.json\"  # Linux\/Mac\r\nset GOOGLE_APPLICATION_CREDENTIALS=\"path\\to\\your\\service-account-key.json\"     # Windows\r\n<\/code><\/pre>\n<\/li>\n<li>\u53ef\u9009\uff1a\u7f16\u8f91<code>~\/.gemini\/settings.json<\/code>\uff0c\u6dfb\u52a0\u51ed\u636e\u8def\u5f84\uff1a\n<pre><code>{\r\n\"mcpServers\": {\r\n\"analytics-mcp\": {\r\n\"<a href=\"https:\/\/www.kdjingpai.com\/en\/cohere\/\">command<\/a>\": \"pipx\",\r\n\"args\": [\"run\", \"--spec\", \"git+https:\/\/github.com\/googleanalytics\/google-analytics-mcp.git\", \"google-analytics-mcp\"],\r\n\"env\": {\r\n\"GOOGLE_APPLICATION_CREDENTIALS\": \"\/path\/to\/your\/service-account-key.json\"\r\n}\r\n}\r\n}\r\n}\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u670d\u52a1\u5668<\/strong><br \/>\n\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8MCP\u670d\u52a1\u5668\uff1a<\/p>\n<pre><code>pipx run --spec git+https:\/\/github.com\/googleanalytics\/google-analytics-mcp.git google-analytics-mcp\r\n<\/code><\/pre>\n<p>\u6216\u5728\u865a\u62df\u73af\u5883\u4e2d\u8fd0\u884c\uff1a<\/p>\n<pre><code>python -m ga4_mcp_server\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u6d4b\u8bd5\u8fde\u63a5<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u4ee3\u7801\u9a8c\u8bc1GA4\u51ed\u636e\uff1a<\/p>\n<pre><code>import os\r\nfrom google.analytics.data_v1beta import BetaAnalyticsDataClient\r\nos.environ[\"GOOGLE_APPLICATION_CREDENTIALS\"] = \"\/path\/to\/your\/service-account-key.json\"\r\nclient = BetaAnalyticsDataClient()\r\nprint(\"\u2705 GA4 credentials working!\")\r\n<\/code><\/pre>\n<p>\u5982\u679c\u770b\u5230\u201c\u2705 GA4 credentials working!\u201d\uff0c\u8bf4\u660e\u914d\u7f6e\u6210\u529f\u3002<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>\u83b7\u53d6\u8d26\u6237\u548c\u5c5e\u6027\u4fe1\u606f<\/strong><br \/>\n\u4f7f\u7528<code>get_account_summaries<\/code>\u5de5\u5177\u67e5\u8be2\u7528\u6237\u7684Google Analytics\u8d26\u6237\u548c\u5c5e\u6027\u5217\u8868\u3002\u8fd0\u884c\u540e\uff0c\u670d\u52a1\u5668\u8fd4\u56de\u8d26\u6237ID\u3001\u5c5e\u6027ID\u7b49\u4fe1\u606f\uff0c\u9002\u5408\u5feb\u901f\u4e86\u89e3\u8d26\u6237\u7ed3\u6784\u3002<\/li>\n<li><strong>\u8fd0\u884c\u6570\u636e\u62a5\u544a<\/strong><br \/>\n\u4f7f\u7528<code>run_report<\/code>\u5de5\u5177\u751f\u6210GA4\u62a5\u544a\u3002\u7528\u6237\u9700\u6307\u5b9a\u5c5e\u6027ID\u3001\u65e5\u671f\u8303\u56f4\u3001\u7ef4\u5ea6\u548c\u6307\u6807\u3002\u4f8b\u5982\uff0c\u67e5\u8be2\u6700\u8fd17\u5929\u7684\u56fd\u5bb6\/\u5730\u533a\u548c\u6d3b\u8dc3\u7528\u6237\u6570\u636e\uff1a<\/p>\n<pre><code>{\r\n\"propertyId\": \"properties\/123456789\",\r\n\"dateRanges\": [{\"startDate\": \"7daysAgo\", \"endDate\": \"yesterday\"}],\r\n\"dimensions\": [{\"name\": \"country\"}],\r\n\"metrics\": [{\"name\": \"activeUsers\"}]\r\n}\r\n<\/code><\/pre>\n<p>\u62a5\u544a\u7ed3\u679c\u4ee5JSON\u683c\u5f0f\u8fd4\u56de\uff0c\u5305\u542b\u6307\u5b9a\u7ef4\u5ea6\u548c\u6307\u6807\u7684\u6570\u636e\u3002<\/li>\n<li><strong>\u83b7\u53d6\u7ef4\u5ea6\u548c\u6307\u6807<\/strong>\n<ul>\n<li>\u4f7f\u7528<code>get_dimensions<\/code>\u548c<code>get_metrics<\/code>\u83b7\u53d6\u5c5e\u6027\u7684\u6838\u5fc3\u7ef4\u5ea6\u548c\u6307\u6807\uff0c\u5305\u62ec\u81ea\u5b9a\u4e49\u7ef4\u5ea6\u548c\u6307\u6807\u3002<\/li>\n<li>\u4f7f\u7528<code>get_standard_dimensions<\/code>\u548c<code>get_standard_metrics<\/code>\u83b7\u53d6GA4\u7684\u6807\u51c6\u7ef4\u5ea6\u548c\u6307\u6807\u5217\u8868\uff0c\u9002\u5408\u521d\u6b21\u914d\u7f6e\u62a5\u544a\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/strong><br \/>\nMCP\u652f\u6301\u901a\u8fc7\u5927\u6a21\u578b\uff08\u5982Claude\uff09\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\u6570\u636e\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u8fc7\u53bb30\u5929\u6309\u8bbe\u5907\u7c7b\u522b\u6bd4\u8f83\u5e73\u5747\u4f1a\u8bdd\u65f6\u957f\u201d\uff1a<\/p>\n<ul>\n<li>\u670d\u52a1\u5668\u5c06\u8bf7\u6c42\u8f6c\u6362\u4e3aAPI\u8c03\u7528\uff0c\u751f\u6210\u62a5\u544a\u3002<\/li>\n<li>\u8fd4\u56de\u7ed3\u679c\u4ee5\u8868\u683c\u6216JSON\u683c\u5f0f\u5c55\u793a\uff0c\u65b9\u4fbf\u7406\u89e3\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>\u4e0e\u5927\u6a21\u578b\u96c6\u6210<\/strong><br \/>\nMCP\u670d\u52a1\u5668\u901a\u8fc7\u672c\u5730\u8fd0\u884c\uff0c\u5141\u8bb8\u7528\u6237\u5c06GA4\u6570\u636e\u4e0e\u5927\u6a21\u578b\u7ed3\u5408\u3002\u4f8b\u5982\uff0c\u4f7f\u7528Claude\u6216Cursor\uff0c\u8f93\u5165\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u5982\u201c\u663e\u793a\u8fc7\u53bb90\u5929\u6309\u6d4f\u89c8\u5668\u5206\u7ec4\u7684\u9875\u9762\u6d4f\u89c8\u91cf\u201d\u3002\u670d\u52a1\u5668\u89e3\u6790\u6307\u4ee4\uff0c\u8c03\u7528GA4 API\uff0c\u8fd4\u56de\u7ed3\u6784\u5316\u6570\u636e\u3002<\/li>\n<li><strong>Google Ads\u94fe\u63a5\u7ba1\u7406<\/strong><br \/>\n\u4f7f\u7528<code>list_google_ads_links<\/code>\u67e5\u8be2\u4e0eGA4\u5c5e\u6027\u7684Google Ads\u8d26\u6237\u94fe\u63a5\u3002\u8fd4\u56de\u7ed3\u679c\u5305\u62ec\u94fe\u63a5\u7684\u8d26\u6237ID\u548c\u72b6\u6001\uff0c\u9002\u5408\u8425\u9500\u4eba\u5458\u4f18\u5316\u5e7f\u544a\u6295\u653e\u3002<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u7ef4\u5ea6\u548c\u6307\u6807<\/strong><br \/>\n\u7528\u6237\u53ef\u901a\u8fc7<code>get_dimensions<\/code>\u548c<code>get_metrics<\/code>\u83b7\u53d6\u81ea\u5b9a\u4e49\u7ef4\u5ea6\u548c\u6307\u6807\uff0c\u521b\u5efa\u4e2a\u6027\u5316\u62a5\u544a\u3002\u4f8b\u5982\uff0c\u5206\u6790\u7279\u5b9a\u4e8b\u4ef6\uff08\u5982\u201c\u8d2d\u4e70\u201d\u4e8b\u4ef6\uff09\u7684\u89e6\u53d1\u6b21\u6570\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u670d\u52a1\u8d26\u6237\u5177\u6709Google Analytics Data API\u548cAdmin API\u7684\u6743\u9650\u3002<\/li>\n<li>\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\uff0c\u670d\u52a1\u5668\u9700\u8bbf\u95eeGoogle API\u3002<\/li>\n<li>\u5b9a\u671f\u66f4\u65b0\u4ed3\u5e93\u4ee3\u7801\u4ee5\u83b7\u53d6\u6700\u65b0\u529f\u80fd\uff1a\n<pre><code>git pull origin main\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u7f51\u7ad9\u6d41\u91cf\u5206\u6790<\/strong><br \/>\n\u7f51\u7ad9\u7ba1\u7406\u5458\u4f7f\u7528MCP\u67e5\u8be2GA4\u6570\u636e\uff0c\u5206\u6790\u8fc7\u53bb30\u5929\u7684\u6d41\u91cf\u6765\u6e90\u3001\u7528\u6237\u884c\u4e3a\u548c\u8f6c\u5316\u7387\uff0c\u5e2e\u52a9\u4f18\u5316\u7f51\u7ad9\u5185\u5bb9\u548c\u8425\u9500\u7b56\u7565\u3002<\/li>\n<li><strong>\u5e7f\u544a\u6548\u679c\u8bc4\u4f30<\/strong><br \/>\n\u8425\u9500\u56e2\u961f\u901a\u8fc7<code>list_google_ads_links<\/code>\u548c<code>run_report<\/code>\u529f\u80fd\uff0c\u6bd4\u8f83\u4e0d\u540c\u5e7f\u544a\u6d3b\u52a8\u7684\u70b9\u51fb\u7387\u548c\u8f6c\u5316\u7387\uff0c\u8c03\u6574\u6295\u653e\u9884\u7b97\u3002<\/li>\n<li><strong>\u6570\u636e\u9a71\u52a8\u7684\u4ea7\u54c1\u4f18\u5316<\/strong><br \/>\n\u4ea7\u54c1\u7ecf\u7406\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\uff0c\u5206\u6790\u7528\u6237\u5728\u7279\u5b9a\u9875\u9762\u4e0a\u7684\u505c\u7559\u65f6\u95f4\u548c\u8df3\u51fa\u7387\uff0c\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<li><strong>\u5f00\u53d1\u8005\u96c6\u6210\u6d4b\u8bd5<\/strong><br \/>\n\u5f00\u53d1\u8005\u5c06MCP\u670d\u52a1\u5668\u96c6\u6210\u5230\u6570\u636e\u5206\u6790\u5de5\u5177\u4e2d\uff0c\u6d4b\u8bd5API\u8c03\u7528\u548c\u6570\u636e\u8fd4\u56de\uff0c\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u5982\u4f55\u786e\u4fddGA4\u51ed\u636e\u5b89\u5168\uff1f<\/strong><br \/>\n\u5c06\u670d\u52a1\u8d26\u6237\u5bc6\u94a5\u6587\u4ef6\u5b58\u50a8\u5728\u5b89\u5168\u4f4d\u7f6e\uff0c\u907f\u514d\u516c\u5f00\u5206\u4eab\u3002\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u6216<code>~\/.gemini\/settings.json<\/code>\u914d\u7f6e\u51ed\u636e\uff0c\u9632\u6b62\u6cc4\u9732\u3002<\/li>\n<li><strong>MCP\u652f\u6301\u54ea\u4e9b\u5927\u6a21\u578b\uff1f<\/strong><br \/>\n\u652f\u6301Claude\u3001Cursor\u3001Gemini CLI\u7b49MCP\u5ba2\u6237\u7aef\uff0c\u672a\u6765\u53ef\u80fd\u6269\u5c55\u66f4\u591a\u517c\u5bb9\u6a21\u578b\u3002<\/li>\n<li><strong>\u62a5\u544a\u67e5\u8be2\u5931\u8d25\u600e\u4e48\u529e\uff1f<\/strong><br 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