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index observed

hoteloracle

Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels

Should I use this

Quality & Safety

B
Description quality
78%
Schema completeness
83%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (4)

  • LOWTool 'price_compare' description lacks action verbin price_compare
  • LOWTool 'nearby_attractions' description lacks action verbin nearby_attractions
  • LOWTool 'area_guide' description lacks action verbin area_guide
  • LOWTool 'health_check' description lacks action verbin health_check

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,092Tokens (tool definitions)
~1.3 KBTypical response size
Moderate attention impact (0.85% 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": {
    "hoteloracle": {
      "url": "https://tooloracle.io/hotel/mcp/"
    }
  }
}

Remote endpoints

https://tooloracle.io/hotel/mcp/streamable-http

What it can do

Tool inventory

Tools (8)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢hotel_search(query, check_in, check_out, adults, sort_by, ...)

Search hotels in a city or area. Returns names, ratings, prices, amenities, and deals. Sortable by price, rating, or reviews.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "City, area, or landmark (e.g., 'Hotels in Paris', 'Manhattan New York')"
    },
    "check_in": {
      "type": "string",
      "description": "Check-in date YYYY-MM-DD"
    },
    "check_out": {
      "type": "string",
      "description": "Check-out date YYYY-MM-DD"
    },
    "adults": {
      "type": "integer",
      "description": "Guests (default: 2)"
    },
    "sort_by": {
      "type": "integer",
      "description": "3=lowest price, 8=highest rating, 13=most reviewed (default: 3)"
    },
    "min_price": {
      "type": "integer",
      "description": "Min price per night"
    },
    "max_price": {
      "type": "integer",
      "description": "Max price per night"
    },
    "hotel_class": {
      "type": "integer",
      "description": "Min star rating (2-5)",
      "minimum": 2,
      "maximum": 5
    },
    "currency": {
      "type": "string",
      "description": "Currency (default: USD)"
    },
    "country": {
      "type": "string",
      "description": "Country (default: us)"
    }
  },
  "additionalProperties": false
}
🟢cheapest_hotels(query, check_in, check_out, max_price, hotel_class, ...)

Find the cheapest hotels, sorted by lowest price.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "City or area"
    },
    "check_in": {
      "type": "string",
      "description": "Check-in YYYY-MM-DD"
    },
    "check_out": {
      "type": "string",
      "description": "Check-out YYYY-MM-DD"
    },
    "max_price": {
      "type": "integer",
      "description": "Max price per night"
    },
    "hotel_class": {
      "type": "integer",
      "description": "Min star rating (2-5)",
      "minimum": 2,
      "maximum": 5
    },
    "currency": {
      "type": "string",
      "description": "Currency (default: USD)"
    },
    "country": {
      "type": "string",
      "description": "Country (default: us)"
    }
  },
  "additionalProperties": false
}
⚪hotel_details(query, check_in, check_out, currency, country)

Deep details for a specific hotel: all amenities, reviews breakdown, images, eco-certification, nearby places.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Hotel name + city (e.g., 'Ritz Paris')"
    },
    "check_in": {
      "type": "string",
      "description": "Check-in YYYY-MM-DD"
    },
    "check_out": {
      "type": "string",
      "description": "Check-out YYYY-MM-DD"
    },
    "currency": {
      "type": "string",
      "description": "Currency (default: USD)"
    },
    "country": {
      "type": "string",
      "description": "Country (default: us)"
    }
  },
  "additionalProperties": false
}
⚪price_compare(query, check_in, check_out, currency, country)

Compare prices for one hotel across booking sites (Booking.com, Hotels.com, Expedia, etc.).

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Specific hotel name + city"
    },
    "check_in": {
      "type": "string",
      "description": "Check-in YYYY-MM-DD"
    },
    "check_out": {
      "type": "string",
      "description": "Check-out YYYY-MM-DD"
    },
    "currency": {
      "type": "string",
      "description": "Currency (default: USD)"
    },
    "country": {
      "type": "string",
      "description": "Country (default: us)"
    }
  },
  "additionalProperties": false
}
⚪nearby_attractions(query, check_in, check_out)

What is near a hotel: restaurants, landmarks, transit stations, distances.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Hotel name + city"
    },
    "check_in": {
      "type": "string",
      "description": "Check-in YYYY-MM-DD"
    },
    "check_out": {
      "type": "string",
      "description": "Check-out YYYY-MM-DD"
    }
  },
  "additionalProperties": false
}
⚪area_guide(city, check_in, check_out, budget, currency, ...)

Best neighborhoods to stay in a city. Compares areas by price, rating, and popular hotels.

Input Schema

{
  "type": "object",
  "properties": {
    "city": {
      "type": "string",
      "description": "City name (e.g., 'Tokyo', 'Barcelona', 'New York')"
    },
    "check_in": {
      "type": "string",
      "description": "Check-in YYYY-MM-DD"
    },
    "check_out": {
      "type": "string",
      "description": "Check-out YYYY-MM-DD"
    },
    "budget": {
      "type": "string",
      "description": "budget, mid, or luxury (default: mid)"
    },
    "currency": {
      "type": "string",
      "description": "Currency (default: USD)"
    },
    "country": {
      "type": "string",
      "description": "Country (default: us)"
    }
  },
  "additionalProperties": false
}
🟢hotel_prices_calendar(query, start_date, nights, weeks, currency, ...)

Price trend for a specific hotel across different check-in dates. Find the cheapest week.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Hotel name + city"
    },
    "start_date": {
      "type": "string",
      "description": "Start date YYYY-MM-DD"
    },
    "nights": {
      "type": "integer",
      "description": "Stay duration (default: 2)"
    },
    "weeks": {
      "type": "integer",
      "description": "Weeks to scan (1-6, default: 4)",
      "minimum": 1,
      "maximum": 6
    },
    "currency": {
      "type": "string",
      "description": "Currency (default: USD)"
    },
    "country": {
      "type": "string",
      "description": "Country (default: us)"
    }
  },
  "additionalProperties": false
}
🟢health_check

Server status, API connectivity, supported features.

Input Schema

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

Community

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Evidence

Recent observations

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