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8 clients · secrets stay placeholders

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{
  "mcpServers": {
    "review-intelligence": {
      "type": "http",
      "url": "https://reviewintel.mcp.goaimoat.com/mcp"
    }
  }
}

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

[mcp_servers.review-intelligence]
url = "https://reviewintel.mcp.goaimoat.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "review-intelligence": {
      "type": "remote",
      "url": "https://reviewintel.mcp.goaimoat.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "review-intelligence": {
      "type": "http",
      "url": "https://reviewintel.mcp.goaimoat.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=review-intelligence&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vcmV2aWV3aW50ZWwubWNwLmdvYWltb2F0LmNvbS9tY3AifQ%3D%3D"
}

{
  "servers": {
    "review-intelligence": {
      "type": "http",
      "url": "https://reviewintel.mcp.goaimoat.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "review-intelligence": {
      "httpUrl": "https://reviewintel.mcp.goaimoat.com/mcp"
    }
  }
}

extensions:
  "review-intelligence":
    enabled: true
    name: "review-intelligence"
    type: streamable_http
    uri: "https://reviewintel.mcp.goaimoat.com/mcp"
    timeout: 300

Quality 83 / 100good

protocol88 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
warn
protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: extract_voice_of_customer (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_reviews (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); competitive_gap (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
pass
tools.token_costabout 417 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changes3 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 417 tokens to load them all · tool set 69fa20910ae3 · tools last changed 2026-09-25 · checked 2026-10-20 19:42 UTC

Tool changes

2026-09-25competitive_gapchangedinput schema
2026-09-25analyze_reviewschangedinput schema
2026-09-25extract_voice_of_customerchangedinput schema

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 62 / 100

duplicate-repounreachable

provenance85

liveness0

freshness100

hygiene80

+repository +dns-namespace +website -unreachable(8 failures) +updated-26d-ago -duplicate-repo(15 names)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://reviewintel.mcp.goaimoat.com/mcp` streamable-http	none	no (8 failures)	83%	2095 ms	2026-07-28	2026-10-05

Tools (3)

`analyze_reviews`	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_gap`	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_customer`	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。

Schemas: list_tools.

Also listed as

14 other active names share this repository (showing 10): com.goaimoat/ai-visibility, com.goaimoat/brand-intel-memory, com.goaimoat/competitor-signals, com.goaimoat/cross-border-profit, com.goaimoat/cross-border-tax, com.goaimoat/decision-maker-lookup, com.goaimoat/export-compliance, com.goaimoat/inventory-fulfillment, com.goaimoat/ip-brand-protection, com.goaimoat/market-intel-brief

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Official server.json

{
  "name": "com.goaimoat/review-intelligence",
  "title": "GoAI Moat Review Intelligence",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://reviewintel.mcp.goaimoat.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/jayniebingyu-cyber/goaimoat-ai-visibility-mcp",
    "source": "github"
  },
  "websiteUrl": "https://goaimoat.com",
  "description": "Analyze product reviews: pain points, feature requests, sentiment and competitive gaps for sellers."
}