Last Minute Deals HQ

MCP server with real-time last-minute tour and activity inventory. 5,000+ live bookable slots across 18 suppliers in 15 countries, sourced live from production booking systems via the OCTO open standard. Inventory refreshed every 4 hours.

Search available slots and create Stripe checkout sessions — customers pay on our page, suppliers are confirmed automatically.

Install

Claude Desktop

npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client claude

Claude Code

npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client claude-code

Cursor

npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client cursor

Windsurf

npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client windsurf

Other MCP Clients

npx -y @smithery/cli install @johnanleitner1/Last_Minute_Deals_HQ --client <client-name>

Or connect directly to the remote MCP endpoint:

https://api.lastminutedealshq.com/mcp

Tools

Tool	Description
`search_slots`	Search available tours and activities. Filter by city, category, `hours_ahead` window, and `max_price`. Returns live inventory sorted by urgency (soonest first).
`book_slot`	Book a slot for a customer. Approval mode (default) returns a Stripe checkout URL for the customer to pay. Autonomous mode charges a pre-funded wallet and returns a confirmation number directly. Supports quantity for group bookings.
`get_booking_status`	Check booking status by `booking_id`. Returns status, confirmation number, checkout URL (recoverable if lost), service details, and payment status.
`get_supplier_info`	Returns the full supplier network — destinations, experience types, booking platform, and confirmation speed. Use before searching to understand what inventory is available.

Example

"What tours are available in Rome this weekend under $50?"

search_slots(city="Rome", hours_ahead=72, max_price=50)

[
  {
    "service_name": "E-Bike Tour of Ancient Rome & Appian Way",
    "business_name": "Bicycle Roma",
    "start_time": "2026-04-19T09:00:00+00:00",
    "price": 42.00,
    "currency": "EUR",
    "location_city": "Rome",
    "hours_until_start": 26.5,
    "slot_id": "a1b2c3..."
  },
  {
    "service_name": "Castelli Romani Wine & Food E-Bike Tour",
    "business_name": "Bicycle Roma",
    "start_time": "2026-04-19T13:00:00+00:00",
    "price": 48.50,
    "currency": "EUR",
    "location_city": "Rome",
    "hours_until_start": 30.5,
    "slot_id": "d4e5f6..."
  }
]

"Book the e-bike tour for Jane Smith"

book_slot(
  slot_id="a1b2c3...",
  customer_name="Jane Smith",
  customer_email="[email protected]",
  customer_phone="+15550001234"
)

{
  "booking_id": "bk_a1b2c3_x9y8z7",
  "status": "pending_payment",
  "checkout_url": "https://checkout.stripe.com/c/pay/...",
  "message": "Customer should complete payment at checkout_url"
}

"Did she pay yet?"

get_booking_status(booking_id="bk_a1b2c3_x9y8z7")

{
  "status": "booked",
  "confirmation_number": "BR-20260419-001",
  "service_name": "E-Bike Tour of Ancient Rome & Appian Way",
  "start_time": "2026-04-19T09:00:00+00:00",
  "payment_status": "captured"
}

Suppliers

17 active suppliers. Live inventory across Iceland, Italy, Mexico, Morocco, Portugal, Japan, Tanzania, Finland, Montenegro, Romania, Egypt, Turkey, United States, United Kingdom, and China.

Supplier	Destinations	Experiences
Arctic Adventures	Reykjavik, Husafell, Skaftafell, Iceland	Glacier hikes, ice caves, snowmobiling, aurora tours, whale watching, diving
Bicycle Roma	Rome, Appia Antica, Castelli Romani	E-bike tours, food tours, guided city tours, bike rentals
Boka Bliss	Kotor, Montenegro	Boat tours, sea caves, coastal experiences
EgyExcursions	Cairo, Egypt	Pyramids, cultural tours, day trips
Hillborn Experiences	Arusha, Serengeti, Zanzibar, Kilimanjaro	Private safaris, Kilimanjaro climbs, ultra-luxury wildlife tours
Íshestar Riding Tours	Selfoss, Iceland	Horse riding, glacier rides, Viking tours
Marvel Egypt Tours	Cairo, Luxor, Aswan	Pyramids, Nile cruises, temple tours
O Turista Tours	Lisbon, Porto, Sintra, Fatima, Nazaré	Private tours, day trips, wine experiences
Pure Morocco Experience	Marrakech, Sahara Desert	Desert tours, multi-day tours, cultural experiences
Ramen Factory Kyoto	Kyoto, Japan	Cooking classes, ramen workshops
REDRIB Experience	Helsinki, Finland	Speed boat tours, archipelago experiences
TourTransfer Bucharest	Bucharest, Romania	City tours, Dracula castle, Peles castle
Tours El Chiquiz	Puerto Vallarta, Mexico	Tequila tasting, hiking, nightlife tours, botanical gardens
Trivanzo Holidays	Cairo, Luxor, Red Sea, Egypt	Nile cruises, cultural tours, desert tours
TUTU VIEW Ltd	Shanghai, Xi'an, Beijing, Chengdu, Hangzhou	Multi-day tours, Silk Road, food tours, nature tours
Vakare Travel Service	Antalya, Turkey	Boat tours, jeep safaris, cultural excursions
All Washington View	Washington D.C.	City tours, sightseeing, monuments, panoramic views

API Key

Free. No credit card required. Needed for booking operations — search works without one.

curl -X POST https://api.lastminutedealshq.com/api/keys/register \
  -H "Content-Type: application/json" \
  -d '{"name": "MyAgent", "email": "[email protected]"}'

{"api_key": "lmd_..."}

Pass the key when configuring the MCP server or as X-API-Key header for REST calls.

REST API

Base URL: https://api.lastminutedealshq.com

Endpoint	Method	Description
`/api/slots`	GET	Search slots — `city`, `category`, `hours_ahead`, `max_price`
`/api/book`	POST	Create Stripe checkout for a slot
`/api/book/direct`	POST	Book with pre-funded wallet (autonomous agents)
`/bookings/{id}`	GET	Check booking status
`/api/keys/register`	POST	Get a free API key
`/api/wallets/create`	POST	Create a pre-funded agent wallet
`/api/wallets/fund`	POST	Get Stripe link to fund wallet
`/health`	GET	System health check
`/metrics`	GET	Live system metrics

Booking Modes

Approval (default) — Returns a Stripe checkout URL. The customer visits the link, pays, and the booking is confirmed with the supplier automatically. Best for human-in-the-loop flows.

Autonomous — Requires a pre-funded wallet. The system debits the wallet instantly and confirms with the supplier. No redirect, no latency. Best for fully autonomous agents.

book_slot(
  slot_id="...",
  customer_name="Jane Smith",
  customer_email="[email protected]",
  mode="autonomous",
  wallet_id="wlt_..."
)

How It Works

Every 4 hours:
  fetch_octo_slots.py   →  Pull availability from 18 suppliers via OCTO API
  aggregate_slots.py    →  Deduplicate, filter, sort by urgency
  compute_pricing.py    →  Dynamic commission-based pricing
  sync_to_supabase.py   →  Upsert to production database

MCP/REST requests:
  Agent calls search_slots  →  Supabase query  →  Live results
  Agent calls book_slot     →  Stripe checkout  →  OCTO booking  →  Supplier confirmed

Status

Slots live: 5,000+
Suppliers: 17
Countries: 15
Refresh interval: Every 4 hours
Uptime: Hosted on Railway (24/7)
Payments: Stripe (authorization-then-capture — customer is never charged for a failed booking)

Last Minute Deals HQ