GoAI Moat Competitor AI Signals

Detect a company quiet AI adoption via 7 public signals and a TSI score.

Should I use this

Quality & Safety

B
Description quality
67%
Schema completeness
70%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'get_signal_framework' description lacks action verbin get_signal_framework
  • LOWTool 'generate_brief' description lacks action verbin generate_brief

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~465Tokens (tool definitions)
~614 BTypical response size
Minimal attention impact (0.36% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

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

Remote endpoints

https://comp.mcp.goaimoat.com/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢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。

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
score_tsi(competitor, signals)

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", ...})。

Input Schema

{
  "type": "object",
  "properties": {
    "competitor": {
      "type": "string",
      "description": "目标企业名称。"
    },
    "signals": {
      "description": "七类信号观测结果(见上)。"
    }
  },
  "required": [
    "competitor",
    "signals"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
generate_brief(competitor, signals)

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。

Input Schema

{
  "type": "object",
  "properties": {
    "competitor": {
      "type": "string",
      "description": "目标企业名称(简报对象)。"
    },
    "signals": {
      "description": "其同品类竞对(或它自身)的七类信号观测结果,格式同 score_tsi。"
    }
  },
  "required": [
    "competitor",
    "signals"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}

Community

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Evidence

Recent observations

verifiedversion not recorded3 tools