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Data Visualization

队列留存与 RFM 漏斗分析器

粘贴订单或事件 CSV，一页得到增长分析全家桶：带热力图的队列留存三角、RFM 五分位评分映射到十个标准生命周期分层、以及严格顺序漏斗。

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快速开始

用三种语言从你的代码中调用此工具。

cURL
curl -X POST 'https://api.elysiatools.com/zh/api/tools/cohort-retention-rfm-funnel-analyzer' \
  -H 'Content-Type: application/json' \
  -d '{"ordersCsv":"user_id,date,amount\nu1,2026-01-05,120\nu1,2026-02-03,80\nu1,2026-03-02,60\nu1,2026-04-01,40\nu2,2026-01-08,200\nu2,2026-02-20,150\nu3,2026-01-15,90\nu4,2026-02-02,300\nu4,2026-03-05,250\nu4,2026-04-06,220\nu5,2026-02-10,60\nu6,2026-02-14,75\nu6,2026-03-20,50\nu7,2026-03-01,500\nu7,2026-04-02,400\nu8,2026-03-12,110\nu9,2026-03-25,45\nu10,2026-04-03,160","cohortPeriod":"month","periodsCount":3,"analysisDate":"2026-04-06","funnelSteps":"signup, cart, checkout, purchase — needs an event column"}'

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API 参考

以 JSON 形式 POST 提交输入参数。文件类型参数需先单独上传。

请求端点

HTTP
POST https://api.elysiatools.com/zh/api/tools/cohort-retention-rfm-funnel-analyzer

请求参数

参数名类型必填说明
ordersCsvtextarea是—
cohortPeriodselect是—
periodsCountnumber否—
analysisDatetext否—
funnelStepstext否—

响应格式

HTML 结果

JSON
{
  "result": "<div>Processed HTML content</div>",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}

MCP 集成

将此工具加入你的 Model Context Protocol 服务，让 AI 智能体可以列出并调用它。

服务配置

将以下内容加入你的 MCP 客户端配置：

mcp.json
{
  "mcpServers": {
    "elysiatools-cohort-retention-rfm-funnel-analyzer": {
      "name": "cohort-retention-rfm-funnel-analyzer",
      "description": "粘贴订单或事件 CSV，一页得到增长分析全家桶：带热力图的队列留存三角、RFM 五分位评分映射到十个标准生命周期分层、以及严格顺序漏斗。",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=cohort-retention-rfm-funnel-analyzer",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

列出可用工具

连接到 SSE 端点后，列出已开放的工具：

tools/list
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/list"
}

调用此工具

通过工具 id 调用，参数由其参数表构建：

tools/call
{
  "jsonrpc": "2.0",
  "id": 2,
  "method": "tools/call",
  "params": {
    "name": "cohort-retention-rfm-funnel-analyzer",
    "arguments": {
  "ordersCsv": "user_id,date,amount\nu1,2026-01-05,120\nu1,2026-02-03,80\nu1,2026-03-02,60\nu1,2026-04-01,40\nu2,2026-01-08,200\nu2,2026-02-20,150\nu3,2026-01-15,90\nu4,2026-02-02,300\nu4,2026-03-05,250\nu4,2026-04-06,220\nu5,2026-02-10,60\nu6,2026-02-14,75\nu6,2026-03-20,50\nu7,2026-03-01,500\nu7,2026-04-02,400\nu8,2026-03-12,110\nu9,2026-03-25,45\nu10,2026-04-03,160",
  "cohortPeriod": "month",
  "periodsCount": 3,
  "analysisDate": "2026-04-06",
  "funnelSteps": "signup, cart, checkout, purchase — needs an event column"
}
  }
}
可用逗号分隔的 toolId 在一个会话中串联多个工具，例如 /mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp（最多 20 个）。

有问题或反馈？请联系 [email protected]

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