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hotels_server.py

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+from mcp.server.fastmcp import FastMCP
+from datetime import datetime
+import random
+import urllib.parse
+
+# Initialize FastMCP server for Hotels
+mcp = FastMCP("HotelsAgent")
+
+# Destination-specific real hotels
+DESTINATION_HOTELS = {
+    "dubai": [
+        {"name": "Burj Al Arab Jumeirah", "stars": 5, "base_price": 1500, "rating": 4.8},
+        {"name": "Atlantis The Palm", "stars": 5, "base_price": 450, "rating": 4.6},
+        {"name": "Armani Hotel Dubai", "stars": 5, "base_price": 600, "rating": 4.7},
+        {"name": "Jumeirah Beach Hotel", "stars": 5, "base_price": 400, "rating": 4.5},
+        {"name": "One&Only The Palm", "stars": 5, "base_price": 800, "rating": 4.8},
+        {"name": "Address Downtown Dubai", "stars": 5, "base_price": 350, "rating": 4.6},
+    ],
+    "paris": [
+        {"name": "The Ritz Paris", "stars": 5, "base_price": 1200, "rating": 4.9},
+        {"name": "Four Seasons Hotel George V Paris", "stars": 5, "base_price": 1100, "rating": 4.8},
+        {"name": "Le Meurice Paris", "stars": 5, "base_price": 900, "rating": 4.7},
+        {"name": "Shangri-La Hotel Paris", "stars": 5, "base_price": 800, "rating": 4.7},
+        {"name": "Hotel Plaza Athenee Paris", "stars": 5, "base_price": 950, "rating": 4.8},
+    ],
+    "tokyo": [
+        {"name": "The Peninsula Tokyo", "stars": 5, "base_price": 700, "rating": 4.8},
+        {"name": "Aman Tokyo", "stars": 5, "base_price": 1000, "rating": 4.9},
+        {"name": "Park Hyatt Tokyo", "stars": 5, "base_price": 600, "rating": 4.7},
+        {"name": "The Ritz-Carlton Tokyo", "stars": 5, "base_price": 650, "rating": 4.7},
+        {"name": "Mandarin Oriental Tokyo", "stars": 5, "base_price": 700, "rating": 4.8},
+    ],
+    "london": [
+        {"name": "The Savoy London", "stars": 5, "base_price": 700, "rating": 4.7},
+        {"name": "Claridge's London", "stars": 5, "base_price": 800, "rating": 4.8},
+        {"name": "The Ritz London", "stars": 5, "base_price": 750, "rating": 4.7},
+        {"name": "Four Seasons Hotel London at Park Lane", "stars": 5, "base_price": 650, "rating": 4.6},
+    ],
+    "rome": [
+        {"name": "Hotel Hassler Roma", "stars": 5, "base_price": 600, "rating": 4.7},
+        {"name": "Hotel de Russie Rome", "stars": 5, "base_price": 550, "rating": 4.6},
+        {"name": "St. Regis Rome", "stars": 5, "base_price": 500, "rating": 4.5},
+        {"name": "Rome Cavalieri Waldorf Astoria", "stars": 5, "base_price": 450, "rating": 4.6},
+    ],
+    "bali": [
+        {"name": "Four Seasons Resort Bali at Sayan", "stars": 5, "base_price": 800, "rating": 4.9},
+        {"name": "The Mulia Bali", "stars": 5, "base_price": 500, "rating": 4.7},
+        {"name": "Ayana Resort and Spa Bali", "stars": 5, "base_price": 400, "rating": 4.6},
+        {"name": "St. Regis Bali Resort", "stars": 5, "base_price": 600, "rating": 4.8},
+        {"name": "The Legian Bali", "stars": 5, "base_price": 350, "rating": 4.5},
+    ],
+    "new york": [
+        {"name": "The Plaza Hotel New York", "stars": 5, "base_price": 800, "rating": 4.6},
+        {"name": "The St. Regis New York", "stars": 5, "base_price": 900, "rating": 4.7},
+        {"name": "Mandarin Oriental New York", "stars": 5, "base_price": 750, "rating": 4.7},
+        {"name": "Four Seasons Hotel New York Downtown", "stars": 5, "base_price": 850, "rating": 4.6},
+    ],
+    "maldives": [
+        {"name": "Soneva Fushi Maldives", "stars": 5, "base_price": 1800, "rating": 4.9},
+        {"name": "One&Only Reethi Rah Maldives", "stars": 5, "base_price": 1500, "rating": 4.8},
+        {"name": "Anantara Kihavah Maldives Villas", "stars": 5, "base_price": 1200, "rating": 4.8},
+        {"name": "Waldorf Astoria Maldives Ithaafushi", "stars": 5, "base_price": 2000, "rating": 4.9},
+    ],
+    "santorini": [
+        {"name": "Grace Hotel Santorini", "stars": 5, "base_price": 800, "rating": 4.8},
+        {"name": "Canaves Oia Santorini", "stars": 5, "base_price": 700, "rating": 4.7},
+        {"name": "Andronis Luxury Suites", "stars": 5, "base_price": 900, "rating": 4.9},
+        {"name": "Mystique Santorini", "stars": 5, "base_price": 650, "rating": 4.6},
+    ],
+    "barcelona": [
+        {"name": "Hotel Arts Barcelona", "stars": 5, "base_price": 450, "rating": 4.6},
+        {"name": "W Barcelona", "stars": 5, "base_price": 400, "rating": 4.5},
+        {"name": "Mandarin Oriental Barcelona", "stars": 5, "base_price": 550, "rating": 4.7},
+        {"name": "Majestic Hotel & Spa Barcelona", "stars": 5, "base_price": 350, "rating": 4.5},
+    ],
+    "amsterdam": [
+        {"name": "Waldorf Astoria Amsterdam", "stars": 5, "base_price": 600, "rating": 4.7},
+        {"name": "Conservatorium Hotel Amsterdam", "stars": 5, "base_price": 500, "rating": 4.6},
+        {"name": "The Dylan Amsterdam", "stars": 5, "base_price": 450, "rating": 4.6},
+        {"name": "InterContinental Amstel Amsterdam", "stars": 5, "base_price": 550, "rating": 4.7},
+    ],
+    "sydney": [
+        {"name": "Park Hyatt Sydney", "stars": 5, "base_price": 650, "rating": 4.8},
+        {"name": "Four Seasons Hotel Sydney", "stars": 5, "base_price": 550, "rating": 4.6},
+        {"name": "Shangri-La Hotel Sydney", "stars": 5, "base_price": 450, "rating": 4.5},
+        {"name": "The Langham Sydney", "stars": 5, "base_price": 400, "rating": 4.5},
+    ],
+    "singapore": [
+        {"name": "Marina Bay Sands Singapore", "stars": 5, "base_price": 500, "rating": 4.6},
+        {"name": "Raffles Hotel Singapore", "stars": 5, "base_price": 800, "rating": 4.8},
+        {"name": "The Fullerton Hotel Singapore", "stars": 5, "base_price": 400, "rating": 4.6},
+        {"name": "Capella Singapore", "stars": 5, "base_price": 700, "rating": 4.8},
+    ],
+    "bangkok": [
+        {"name": "Mandarin Oriental Bangkok", "stars": 5, "base_price": 400, "rating": 4.8},
+        {"name": "The Peninsula Bangkok", "stars": 5, "base_price": 350, "rating": 4.7},
+        {"name": "Shangri-La Hotel Bangkok", "stars": 5, "base_price": 250, "rating": 4.5},
+        {"name": "Four Seasons Hotel Bangkok", "stars": 5, "base_price": 450, "rating": 4.7},
+    ],
+    "bucharest": [
+        {"name": "JW Marriott Bucharest Grand Hotel", "stars": 5, "base_price": 180, "rating": 4.6},
+        {"name": "InterContinental Bucharest", "stars": 5, "base_price": 150, "rating": 4.5},
+        {"name": "Radisson Blu Hotel Bucharest", "stars": 5, "base_price": 120, "rating": 4.4},
+        {"name": "Sheraton Bucharest Hotel", "stars": 5, "base_price": 140, "rating": 4.5},
+        {"name": "Hilton Garden Inn Bucharest", "stars": 4, "base_price": 90, "rating": 4.4},
+    ],
+    "cairo": [
+        {"name": "Four Seasons Hotel Cairo at The First Residence", "stars": 5, "base_price": 350, "rating": 4.7},
+        {"name": "Marriott Mena House Cairo", "stars": 5, "base_price": 300, "rating": 4.6},
+        {"name": "The Nile Ritz-Carlton Cairo", "stars": 5, "base_price": 280, "rating": 4.5},
+        {"name": "Kempinski Nile Hotel Cairo", "stars": 5, "base_price": 250, "rating": 4.5},
+    ],
+    "marrakech": [
+        {"name": "Royal Mansour Marrakech", "stars": 5, "base_price": 1200, "rating": 4.9},
+        {"name": "La Mamounia Marrakech", "stars": 5, "base_price": 700, "rating": 4.8},
+        {"name": "Four Seasons Resort Marrakech", "stars": 5, "base_price": 600, "rating": 4.7},
+        {"name": "Mandarin Oriental Marrakech", "stars": 5, "base_price": 550, "rating": 4.7},
+    ],
+    "istanbul": [
+        {"name": "Four Seasons Hotel Istanbul at Sultanahmet", "stars": 5, "base_price": 450, "rating": 4.8},
+        {"name": "Ciragan Palace Kempinski Istanbul", "stars": 5, "base_price": 500, "rating": 4.7},
+        {"name": "The St. Regis Istanbul", "stars": 5, "base_price": 400, "rating": 4.6},
+        {"name": "Raffles Istanbul", "stars": 5, "base_price": 380, "rating": 4.6},
+    ],
+}
+
+# Generic luxury hotel chains for unknown destinations
+GENERIC_HOTELS = [
+    {"chain": "JW Marriott", "stars": 5, "base_price": 300, "rating": 4.6},
+    {"chain": "Hilton", "stars": 5, "base_price": 250, "rating": 4.5},
+    {"chain": "InterContinental", "stars": 5, "base_price": 280, "rating": 4.5},
+    {"chain": "Hyatt Regency", "stars": 5, "base_price": 260, "rating": 4.5},
+    {"chain": "Sheraton", "stars": 5, "base_price": 220, "rating": 4.4},
+    {"chain": "Radisson Blu", "stars": 4, "base_price": 180, "rating": 4.4},
+]
+
+def get_hotels_for_destination(location: str, stars: int):
+    """Get hotels for a specific destination."""
+    location_lower = location.lower().split(",")[0].strip()
+    
+    # Check for known destinations
+    for key in DESTINATION_HOTELS:
+        if key in location_lower:
+            hotels = DESTINATION_HOTELS[key]
+            # Filter by stars if needed
+            if stars < 5:
+                return [h for h in hotels if h.get("stars", 5) <= stars + 1]
+            return hotels
+    
+    # For unknown destinations, generate hotels with the destination name
+    location_clean = location.split(",")[0].strip()
+    return [
+        {"name": f"{h['chain']} {location_clean}", "stars": h["stars"], "base_price": h["base_price"], "rating": h["rating"]}
+        for h in GENERIC_HOTELS
+    ]
+
+@mcp.tool()
+def search_hotels(location: str, check_in: str, check_out: str, stars: int = 4) -> str:
+    """Search for hotels in a specific location. Returns a list of hotel options with booking links."""
+    
+    try:
+        d1 = datetime.strptime(check_in, "%Y-%m-%d")
+        d2 = datetime.strptime(check_out, "%Y-%m-%d")
+        nights = (d2 - d1).days
+        check_in_fmt = d1.strftime("%B %d")
+        check_out_fmt = d2.strftime("%B %d, %Y")
+        if nights < 1:
+            return "Error: Check-out must be after check-in."
+    except ValueError:
+        return "Error: Dates must be in YYYY-MM-DD format."
+    
+    # Clean location for URLs
+    location_clean = location.split(",")[0].strip()
+    location_encoded = urllib.parse.quote(location)  # Full location for search
+    
+    results = []
+    results.append(f"🏨 **Hotels in {location}**")
+    results.append(f"📅 {check_in_fmt} - {check_out_fmt} ({nights} night{'s' if nights > 1 else ''})")
+    results.append("")
+    results.append("---")
+    
+    # Get destination-specific hotels
+    available_hotels = get_hotels_for_destination(location, stars)
+    selected_hotels = random.sample(available_hotels, min(4, len(available_hotels)))
+    
+    for i, hotel in enumerate(selected_hotels, 1):
+        # Calculate price with some variation
+        price_var = random.uniform(0.9, 1.15)
+        price_per_night = int(hotel["base_price"] * price_var)
+        total_price = price_per_night * nights
+        
+        # Get rating with small variation
+        rating = round(min(5.0, hotel["rating"] + random.uniform(-0.1, 0.1)), 1)
+        reviews = random.randint(1000, 8000)
+        
+        star_emoji = "⭐" * hotel.get("stars", 5)
+        
+        # Build WORKING booking URLs
+        # Booking.com - search for hotel name + location
+        hotel_search = urllib.parse.quote(f"{hotel['name']}")
+        booking_url = f"https://www.booking.com/searchresults.html?ss={hotel_search}&checkin={check_in}&checkout={check_out}&group_adults=2&no_rooms=1"
+        
+        # Hotels.com - search by destination (more reliable than hotel name)
+        hotels_url = f"https://www.hotels.com/Hotel-Search?destination={location_encoded}&startDate={check_in}&endDate={check_out}&rooms=1&adults=2&sort=RECOMMENDED"
+        
+        # Google Hotels - most reliable for finding specific hotels
+        google_url = f"https://www.google.com/travel/hotels/{location_encoded}?q={hotel_search}&dates={check_in}%20to%20{check_out}"
+        
+        # Amenities
+        if hotel.get("stars", 5) >= 5:
+            amenities = ["🏊 Pool", "🧖 Spa", "🍽️ Restaurant", "🏋️ Gym", "🛎️ Concierge"]
+        else:
+            amenities = ["📶 WiFi", "☕ Breakfast", "🏋️ Gym", "🅿️ Parking"]
+        
+        results.append("")
+        results.append(f"### 🏨 Option {i}: {hotel['name']}")
+        results.append(f"{star_emoji} • {rating}/5 ({reviews:,} reviews)")
+        results.append(f"💰 **${price_per_night}/night** → **${total_price:,} total** for {nights} nights")
+        results.append(f"✨ {' • '.join(amenities)}")
+        results.append(f"🔗 [Booking.com]({booking_url}) | [Google Hotels]({google_url})")
+        results.append("")
+    
+    results.append("---")
+    results.append("")
+    # General search link for more options
+    results.append(f"🔍 **See all hotels:** [Search {location_clean} on Booking.com](https://www.booking.com/searchresults.html?ss={location_encoded}&checkin={check_in}&checkout={check_out}&group_adults=2)")
+    
+    return "\n".join(results)
+
+@mcp.tool()
+def get_hotel_details(hotel_name: str) -> str:
+    """Get detailed information about a specific hotel."""
+    rating = round(random.uniform(4.3, 4.9), 1)
+    reviews = random.randint(1000, 5000)
+    
+    return f"""🏨 **{hotel_name}**
+
+📍 **Location:** Prime city center location
+⭐ **Rating:** {rating}/5.0 ({reviews:,} guest reviews)
+
+**Premium Amenities:**
+• 🏊 Infinity rooftop pool with city views
+• 🧖 Full-service spa & wellness center
+• 🍽️ Award-winning restaurants & bars
+• 🏋️ State-of-the-art fitness center
+• 📶 Complimentary high-speed WiFi
+• 🛎️ 24-hour concierge service
+• 🚗 Valet parking available
+• 🛏️ Premium bedding & pillow menu
+
+**Check-in:** 3:00 PM | **Check-out:** 12:00 PM"""
+
+if __name__ == "__main__":
+    mcp.run()