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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "competitor-signals": {
      "type": "http",
      "url": "https://comp.mcp.goaimoat.com/mcp"
    }
  }
}

claude mcp add --transport http competitor-signals https://comp.mcp.goaimoat.com/mcp

[mcp_servers.competitor-signals]
url = "https://comp.mcp.goaimoat.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "competitor-signals": {
      "type": "remote",
      "url": "https://comp.mcp.goaimoat.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "competitor-signals": {
      "type": "http",
      "url": "https://comp.mcp.goaimoat.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=competitor-signals&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY29tcC5tY3AuZ29haW1vYXQuY29tL21jcCJ9"
}

{
  "servers": {
    "competitor-signals": {
      "type": "http",
      "url": "https://comp.mcp.goaimoat.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "competitor-signals": {
      "httpUrl": "https://comp.mcp.goaimoat.com/mcp"
    }
  }
}

extensions:
  "competitor-signals":
    enabled: true
    name: "competitor-signals"
    type: streamable_http
    uri: "https://comp.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: score_tsi (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_brief (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_signal_framework (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
pass
tools.token_costabout 280 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 280 tokens to load them all · tool set 4a405bdf8fd7 · tools last changed 2026-09-25 · checked 2026-10-20 16:30 UTC

Tool changes

2026-09-25generate_briefchangedinput schema
2026-09-25score_tsichangedinput schema
2026-09-25get_signal_frameworkchangedinput 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(7 failures) +updated-27d-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://comp.mcp.goaimoat.com/mcp` streamable-http	none	no (7 failures)	87%	1917 ms	2026-07-28	2026-10-05

Tools (3)

`generate_brief`	生成《你的竞争对手正在用 AI 做什么》定制简报框架（先给价值、不吓唬）。返回 4-6 页简报的结构骨架，含已观察信号的事实性陈述；未观察项不虚构。
`get_signal_framework`	返回「七类公开信号」完整框架：信号、数据源、含义、权重、检测方法。免费。
`score_tsi`	对一家企业算 TSI 转型活跃度指数并分级。 signals 传七类信号的观测结果（每类 observed/unobserved/unknown），格式：list[dict]（如 [{"id":"ai_hiring","status":"observed"}, ...]）或 dict{id: status}（如 {"ai_hiring":"observed","alibaba_store":"unobserved", ...}）。

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/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, com.goaimoat/pricing-strategy

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Official server.json

{
  "name": "com.goaimoat/competitor-signals",
  "title": "GoAI Moat Competitor AI Signals",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://comp.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": "Detect a company quiet AI adoption via 7 public signals and a TSI score."
}