Vaeo AI Discovery Reports

How often AI assistants name a local Australian business, and which pages they read.

Should I use this

Quality & Safety

A
Description quality
80%
Schema completeness
88%
Naming quality
94%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'list_trades' description lacks action verbin list_trades
  • LOWTool 'get_questions' description lacks action verbin get_questions

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~859Tokens (tool definitions)
~621 BTypical response size
Moderate attention impact (0.67% 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": {
    "reports": {
      "url": "https://vaeo.com.au/mcp"
    }
  }
}

Remote endpoints

https://vaeo.com.au/mcpstreamable-http

What it can do

Tool inventory

Tools (7)

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

The kinds of business Vaeo makes reports for. A business of another kind cannot be ordered yet.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢find_business(query)

Search Google Maps for an Australian business by name and suburb, for example "Corner Dental Newtown". Gives each match's place_id for get_questions and order_report.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Business name and suburb."
    }
  },
  "required": [
    "query"
  ]
}
🟢get_questions(place_id, trade)

For one business: its details, our trade for it, the questions a report asks the AIs, and the price in A$.

Input Schema

{
  "type": "object",
  "properties": {
    "place_id": {
      "type": "string",
      "description": "From find_business."
    },
    "trade": {
      "type": "string",
      "description": "Optional. One of list_trades, when ours for the business is wrong or missing."
    }
  },
  "required": [
    "place_id"
  ]
}
🟢order_report(place_id, trade, compare_with_place_id, trade_questions)

Start an order and get a Stripe payment link. Nothing is charged here: the person opens the link and pays on Stripe's page, and gets the report by email. Give the person the link and the price. Keep the order_key to follow the order. With compare_with_place_id (a business of the same trade in the same suburb): two reports and a comparison.

Input Schema

{
  "type": "object",
  "properties": {
    "place_id": {
      "type": "string"
    },
    "trade": {
      "type": "string",
      "description": "One of list_trades."
    },
    "compare_with_place_id": {
      "type": "string",
      "description": "Optional. A second business to compare with."
    },
    "trade_questions": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional. Labels of the trade questions from get_questions. Without it: the usual 2. The 8 general questions are always asked; 16 questions at most."
    }
  },
  "required": [
    "place_id",
    "trade"
  ]
}
🟢check_order(order_key)

Where an order is: not paid yet, being made, waiting, in its final check, done, or failed.

Input Schema

{
  "type": "object",
  "properties": {
    "order_key": {
      "type": "string",
      "description": "The order_key that order_report gave."
    }
  },
  "required": [
    "order_key"
  ]
}
🟢get_report(order_key)

The finished report as data: how often the AIs named the business, its place among the businesses they named, each AI, each question, the sites the AIs cited, its website check, and "Start here" (at most 3 things to do first, each with the fact and count behind it).

Input Schema

{
  "type": "object",
  "properties": {
    "order_key": {
      "type": "string",
      "description": "The order_key that order_report gave."
    }
  },
  "required": [
    "order_key"
  ]
}
🟢ask_about_report(order_key, topic)

One part of a finished report, from the saved results (no new AI questions, no cost). Topics: short_answer, who_the_ais_named (who is named more), each_ai, each_question, pages_the_ais_read (which sites to get on), website, start_here (what to do first).

Input Schema

{
  "type": "object",
  "properties": {
    "order_key": {
      "type": "string",
      "description": "The order_key that order_report gave."
    },
    "topic": {
      "type": "string",
      "enum": [
        "short_answer",
        "who_the_ais_named",
        "each_ai",
        "each_question",
        "pages_the_ais_read",
        "website",
        "start_here"
      ]
    }
  },
  "required": [
    "order_key",
    "topic"
  ]
}

Community

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Evidence

Recent observations

verifiedversion not recorded7 tools