MCP.Market

GoAI Moat Review Intelligence MCP server

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by goaimoat.com·com.goaimoat/review-intelligence·v1.0.0·1 stars
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Analyze product reviews: pain points, feature requests, sentiment and competitive gaps for sellers.

D47/100grade D
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Safety scan
D47/100

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 v0.1.10 · 2026-10-12 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote unreachable: HTTP 5020/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityno auth information5/15
  • Maintenancelast push 7 days ago15/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10

Findings (1)

  • highRemote endpoint did not respondreliability.unreachable

    HTTP 502

Overall 47/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How GoAI Moat Review Intelligence compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
47/100
higher than 9% of 2,172 E-commerce servers
Tools
3
the typical E-commerce server has 7
Tools that change things
0%
typical: 3%. Fewer write tools means less an agent can break
Uptime
0%
of our recent checks; the typical remote E-commerce server answers 100%
Response time
1,098 ms
faster than 7% of 1,534 E-commerce servers
GitHub stars
1
more than 60% of 1,055 E-commerce servers

What its tools let an agent do: 3 read

Install GoAI Moat Review Intelligence in Claude Code, Cursor or VS Code

claude mcp add --transport http review-intelligence https://reviewintel.mcp.goaimoat.com/mcp
Add to Cursor

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.

Grade history

  • 2026-10-12downgradeB → Dscore 47: Remote endpoint did not respond

GoAI Moat Review Intelligence: common questions

Is GoAI Moat Review Intelligence MCP server safe?
Not recommended: it is graded D (47/100). 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, Cursor, VS Code or Claude Desktop 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 41 days ago (2026-10-06). The latest release is v1.0.0.
Is GoAI Moat Review Intelligence up?
0% of our last 28 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, HasData Amazon MCP server and Analook — Competitor Intelligence MCP server.
How does GoAI Moat Review Intelligence compare with other E-commerce MCP servers?
safety score 47/100 (higher than 9% of 2,172 E-commerce servers); tools 3 (the typical E-commerce server has 7); tools that change things 0% (typical: 3%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to GoAI Moat Review Intelligence

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