Mmcp.market

GoAI Moat Review Intelligence MCP server

by goaimoat.com·com.goaimoat/review-intelligence·v1.0.0
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Analyze product reviews: pain points, feature requests, sentiment and competitive gaps for sellers.

B83/100grade B
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Safety scan
B83/100

full report

Adoption
Growing

1 stars

Reviews

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GoAI Moat Review Intelligence tools (3)

write = sends, deletes, buys or posts
  • analyze_reviewsFree

    深度分析一批评论，输出结构化 VOC 报告：核心痛点、功能诉求、好评点、紧急度、行动建议。 基于 DeepSeek 语义分析，只依据你传入的评论原文，不编造数据；引用评论原话作为证据。 未配置 DEEPSEEK_API_KEY 时自动降级为本地 extract_voice_of_customer 结果。

  • competitive_gapFree

    对比两批评论，找出竞对差距：A 有 B 无、B 有 A 无、差异化机会。 典型用法：name_a=你的产品评论、name_b=竞品评论，看竞品被夸但你被骂的点（=你必须补的）， 以及你被夸但竞品被骂的点（=你的卖点）。基于 DeepSeek 语义分析。

  • extract_voice_of_customerFree

    零成本本地分析一批产品评论：情感占比 + 高频关键词 + 差评痛点句子。 确定性算法（词频 + 中英情感词典），不调用任何外部 API，永远可用、可复现。 输入是一批评论原文（每行一条，或用 | 分隔），不是评论链接——本工具分析你给的内容。

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 2864ms17/20
  • 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 Review Intelligence 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 review-intelligence https://reviewintel.mcp.goaimoat.com/mcp
Add to Cursor

GoAI Moat Review Intelligence: common questions

Is GoAI Moat Review Intelligence MCP server safe?
Mostly: it is graded B (83/100). Read the GoAI Moat Review Intelligence safety report
How do I install GoAI Moat Review Intelligence?
It runs remotely at reviewintel.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 Review Intelligence 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 Review Intelligence maintained?
The last commit was 2 days ago (2026-09-22). The latest release is v1.0.0.
Is GoAI Moat Review Intelligence 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 Review Intelligence?
Servers from other publishers that do the same job: Apiguru Amazon Data MCP server, Canopy API MCP server and HasData Walmart MCP server. Compare all GoAI Moat Review Intelligence alternatives.

Alternatives to GoAI Moat Review Intelligence

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

All GoAI Moat Review Intelligence alternatives →
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  • App Store Operator
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  • Easyparser — Amazon Product & Seller Data
    Real-time Amazon product, seller, and search data for AI agents across 21 marketplaces.
    A
GoAI Moat Review Intelligence vs Apiguru Amazon DataGoAI Moat Review Intelligence vs Canopy APIGoAI Moat Review Intelligence vs HasData Walmart

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