MCP MeasureMCP Measure

index observed

GoAI Moat Product Selection & Niche Research

Product idea scoring, niche validation framework and seasonal timing for cross-border sellers

Should I use this

Quality & Safety

B
Description quality
50%
Schema completeness
88%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (3)

  • LOWTool 'score_product_idea' description lacks action verbin score_product_idea
  • LOWTool 'niche_validation_framework' description lacks action verbin niche_validation_framework
  • LOWTool 'seasonal_launch_calendar' description lacks action verbin seasonal_launch_calendar

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~837Tokens (tool definitions)
~1.8 KBTypical response size
Moderate attention impact (0.65% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "product-selection": {
      "url": "https://selection.mcp.goaimoat.com/mcp"
    }
  }
}

Remote endpoints

https://selection.mcp.goaimoat.com/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪score_product_idea(product_name, category, market, demand, competition, ...)

给一个产品想法做七维加权评分，输出能不能做 + 要做先验证什么。

Input Schema

{
  "type": "object",
  "properties": {
    "product_name": {
      "type": "string",
      "description": "产品名称/想法描述（如 \"便携榨汁杯\"）。"
    },
    "category": {
      "type": "string",
      "description": "品类（如 \"Kitchen & Dining / 厨房小家电\"）。"
    },
    "market": {
      "default": "US",
      "type": "string",
      "description": "目标站点，US / EU / JP（默认 US）。"
    },
    "demand": {
      "default": 3,
      "type": "integer",
      "description": "需求规模 1-5（1 几乎没人买，5 持续高搜索高增速）。"
    },
    "competition": {
      "default": 3,
      "type": "integer",
      "description": "竞争强度 1-5（1 无竞争，5 红海头部碾压）。"
    },
    "differentiation": {
      "default": 3,
      "type": "integer",
      "description": "差异化能力 1-5（1 纯跟卖，5 明显差异化）。"
    },
    "margin": {
      "default": 3,
      "type": "integer",
      "description": "单位毛利 1-5（1 亏本，5 净利 >30%）。"
    },
    "logistics": {
      "default": 3,
      "type": "integer",
      "description": "物流复杂度 1-5（1 超大/易碎/危险品，5 轻小件易运）。"
    },
    "ip_risk": {
      "default": 3,
      "type": "integer",
      "description": "知识产权风险 1-5（1 无风险，5 明显侵权踩线）。"
    },
    "seasonality": {
      "default": 3,
      "type": "integer",
      "description": "季节性 1-5（1 强季节性，5 全年稳定）。"
    },
    "unit_cost": {
      "default": 0,
      "type": "number",
      "description": "单位成本（可选，用于毛利校验提示，单位 USD）。"
    },
    "target_price": {
      "default": 0,
      "type": "number",
      "description": "目标售价（可选，单位 USD）。"
    },
    "email": {
      "default": "",
      "type": "string"
    },
    "license_key": {
      "default": "",
      "type": "string"
    }
  },
  "required": [
    "product_name",
    "category"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
⚪niche_validation_framework(category, market, email, license_key)

给定品类，返回细分市场（niche）验证框架：验证什么、阈值、红旗信号。

Input Schema

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string",
      "description": "品类（如 \"phone accessories / 手机配件\"）。"
    },
    "market": {
      "default": "US",
      "type": "string",
      "description": "目标站点 US / EU / JP（默认 US）。"
    },
    "email": {
      "default": "",
      "type": "string"
    },
    "license_key": {
      "default": "",
      "type": "string"
    }
  },
  "required": [
    "category"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
⚪seasonal_launch_calendar(market, email, license_key)

返回目标站点的季节性需求节奏日历 + 头程/备货前置期，指导「什么时候上架」。

Input Schema

{
  "type": "object",
  "properties": {
    "market": {
      "default": "US",
      "type": "string",
      "description": "目标站点 US / EU / JP（默认 US）。"
    },
    "email": {
      "default": "",
      "type": "string"
    },
    "license_key": {
      "default": "",
      "type": "string"
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}

Community

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Evidence

Recent observations

verifiedversion not recorded3 tools