consumerlens.ai
CEM MCP Message Query Server exposes 3 public tools on this MCP endpoint.
https://consumerlens.ai/Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
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Last probed Sep 14, 2026 · consumerlens.ai
3tools discovered
Create Data Query Task
创建数据查询任务 必填 queryParams: category, data_type 可选 queryParams: limit, publish_time_start、publish_time_end、brand、sub_category。 Args: category: 品类，例如 "PHONE"、"EARPHONE"、"SMART_WEARABLE"、"FUNCTIONAL_CLOTHING"、"BEAUTY"、"SMART_HOME"、"SMART_OFFICE_EQUIPMENT"、"PACKAGE"、"BEVERAGE"、"CAMERA"、"PET_SMART_SUPPLIES"、"DRINK_MAKING_APPLIANCES"、"COOKING_APPLIANCES"、"AIR_CONDITIONER"。也支持中文如"手机"、"耳机"等。 data_type: 数据类型，默认 "COMMENT"。 limit: 查询评论条数限制，默认 1000（支持 1 ~ 100000）。小数据量（如 50~1000）可在秒级完成。 publi
Get Table Field Descriptions
查询表字段定义 Args: data_type: 数据类型，例如 "COMMENT"。 category: 品类，例如 "PHONE"、"EARPHONE"、"SMART_WEARABLE"、"FUNCTIONAL_CLOTHING"、"BEAUTY"、"SMART_HOME"、"SMART_OFFICE_EQUIPMENT"、"PACKAGE"、"BEVERAGE"、"CAMERA"、"PET_SMART_SUPPLIES"、"DRINK_MAKING_APPLIANCES"、"COOKING_APPLIANCES"、"AIR_CONDITIONER"。也支持中文如"手机"、"耳机"等。 ctx: MCP 上下文（自动传入，用于透传 headers）。 Returns: - code: 状态码 - message: 提示信息 - status: "success" 或 "error" - data: TableFieldDescListResponse，对应 Java DTO 结构
Get Formulas
获取公式列表: 消息好评率 | 消息差评率 | 消息NSR | 标签好评率 | 标签差评率 | 标签NSR | TGI | 负面标签占比 | 正面标签占比 | 标签提及率 Returns: - code: 状态码，20000 为成功 - message: 提示信息 - status: 状态，"success"表示成功，"error"表示错误 - data: List of 公式定义 objects, each with: - name: 公式名称 - expression: 表达式，公式定义 - operands: 操作数定义，公式中的每个操作数如何取值 - uses: 用途
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Directory coverage for brandsCEM MCP Message Query Server exposes 3 public tools on this MCP endpoint.
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MCPBundles probed 3 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
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