Mmcp.market

GoAI Moat Product Selection & Niche Research MCP server

by goaimoat.com·com.goaimoat/product-selection·v1.0.0
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Product idea scoring, niche validation framework and seasonal timing for cross-border sellers

B83/100grade B
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Safety scan
B83/100

full report

Adoption
Growing

1 stars

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Nobody has reviewed GoAI Moat Product Selection & Niche Research yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

GoAI Moat Product Selection & Niche Research tools (3)

write = sends, deletes, buys or posts
  • niche_validation_frameworkFree

    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。

  • score_product_ideaFree

    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。

  • seasonal_launch_calendarFree

    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」。

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 2897ms17/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identitynamespace and repository owner differ; website matches verified namespace5/10
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the GoAI Moat Product Selection & Niche Research repository's README, as published. We do not edit it. Read it on GitHub

GoAI Moat — AI Visibility Audit MCP Server

让 AI Agent 调用我们的「AI 可见度诊断」能力，帮它们的用户诊断品牌在 AI 问答中的可见度。

这是「面向 Agent 收费」的第一个产品。

连接信息

  • MCP 端点：https://mcp.goaimoat.com/mcp
  • 协议：Streamable HTTP
  • 官方 Registry：com.goaimoat/ai-visibility（v1.0.0，active）
  • 开发者文档：https://goaimoat.com/developers/

工具（5 个）

如何连接（Agent / 客户端）

Claude Desktop / Cursor（远程 HTTP）

{
  "mcpServers": {
    "goai-moat-audit": {
      "url": "https://mcp.goaimoat.com/mcp"
    }
  }
}

其他 Agent（MCP client）

用标准 MCP Streamable HTTP 客户端连接 https://mcp.goaimoat.com/mcp。

收费方案（已上线）

购买 API key：https://niebingyu.gumroad.com/l/njpksu

价值主张（面向 Agent 开发者）

  • 你的 Agent 可以立即获得「AI 可见度诊断」能力，无需自研；
  • 用户问"我的品牌在 AI 眼里可见吗"，你的 Agent 直接调我们给出专业诊断 + 修复方案；
  • 我们维护方法论与数据，你专注你的 Agent 产品。

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add --transport http product-selection https://selection.mcp.goaimoat.com/mcp
Add to Cursor

GoAI Moat Product Selection & Niche Research: common questions

Is GoAI Moat Product Selection & Niche Research MCP server safe?
Mostly: it is graded B (83/100). Read the GoAI Moat Product Selection & Niche Research safety report
How do I install GoAI Moat Product Selection & Niche Research?
It runs remotely at selection.mcp.goaimoat.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does GoAI Moat Product Selection & Niche Research need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is GoAI Moat Product Selection & Niche Research maintained?
The last commit was 2 days ago (2026-09-22). The latest release is v1.0.0.
Is GoAI Moat Product Selection & Niche Research up?
100% of our last 2 checks got an answer. We check remote servers about four times a day.
What can I use instead of GoAI Moat Product Selection & Niche Research?
Servers from other publishers that do the same job: HasData Amazon MCP server, Apiguru Amazon Data MCP server and Easyparser — Amazon Product & Seller Data MCP server. Compare all GoAI Moat Product Selection & Niche Research alternatives.

Alternatives to GoAI Moat Product Selection & Niche Research

Same job from other publishers: the closest match first, then the best rated.

All GoAI Moat Product Selection & Niche Research alternatives →
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  • Amazon
    Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI search & trends.
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GoAI Moat Product Selection & Niche Research vs HasData AmazonGoAI Moat Product Selection & Niche Research vs Apiguru Amazon DataGoAI Moat Product Selection & Niche Research vs Easyparser — Amazon Product & Seller Data

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