HotelShortlist

Independent hotel research from guest reviews: bed bugs, pests, noise and hidden fees.

Should I use this

Quality & Safety

B
Description quality
92%
Schema completeness
65%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'list_pitch_lanes' description lacks action verbin list_pitch_lanes

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~682Tokens (tool definitions)
~665 BTypical response size
Moderate attention impact (0.53% 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": {
    "hotel-research": {
      "url": "https://hotelshortlist.com/mcp"
    }
  }
}

Remote endpoints

https://hotelshortlist.com/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_hotels(query)

Find HotelShortlist research pages for hotels by hotel name or city. Returns page links; each page shows the review findings and the analysis date.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 80,
      "description": "Hotel name or city"
    }
  },
  "required": [
    "query"
  ]
}
🟢get_membership_info

What HotelShortlist membership costs, how the fee works and how the research is made.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢list_pitch_lanes

The offers for travellers, tour operators, travel designers and agents, hotel owners and hotel chains, with links and WhatsApp contact.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢start_membership_application

The link and steps for applying for membership. The person applies themselves; this tool submits nothing.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟡request_introduction(name, email, consent, whatsapp, company, ...)

Send HotelShortlist a request to get in touch. Only call this when the person asked for it and explicitly agreed to share these details. A person at HotelShortlist replies.

Input Schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 120,
      "description": "Full name"
    },
    "email": {
      "type": "string",
      "maxLength": 200,
      "description": "Email address"
    },
    "consent": {
      "type": "boolean",
      "description": "True only if the person explicitly agreed to share these details with HotelShortlist"
    },
    "whatsapp": {
      "type": "string",
      "maxLength": 40,
      "description": "WhatsApp number, if the person wants to be contacted there"
    },
    "company": {
      "type": "string",
      "maxLength": 160,
      "description": "Company, for trade enquiries"
    },
    "role": {
      "type": "string",
      "maxLength": 120,
      "description": "Job title or role"
    },
    "lane": {
      "type": "string",
      "enum": [
        "travellers",
        "tour-operators",
        "travel-designers",
        "hotel-managers",
        "hotel-chains"
      ],
      "description": "Which offer the person is interested in"
    },
    "needs": {
      "type": "string",
      "maxLength": 1500,
      "description": "What the person needs, in their words"
    }
  },
  "required": [
    "name",
    "email",
    "consent"
  ]
}
🟢request_hotel_page(hotel, city)

Ask HotelShortlist to research a hotel that search_hotels did not find. The research takes about a minute: call again with the same hotel and city to get the page link. Pages show the review findings; member rates stay for members.

Input Schema

{
  "type": "object",
  "properties": {
    "hotel": {
      "type": "string",
      "maxLength": 120,
      "description": "Hotel name"
    },
    "city": {
      "type": "string",
      "maxLength": 80,
      "description": "City, so the right hotel is found"
    }
  },
  "required": [
    "hotel"
  ]
}

Community

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Evidence

Recent observations

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