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lastminutedeals-api

lastminutedeals-api

by johnanleitner1-Coder
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

This Platform Is For Sale — $8,000 (Open to Offers)

47 live supplier contracts across 18 countries, MCP server on Smithery + Glama, Stripe payments, US LLC, domain, and infrastructure included.

Pre-revenue but production-ready. You're buying 6+ months of development time and 47 active supplier relationships.

View full details and make an offer | Email: bookings@lastminutedealshq.com

Last Minute Deals HQ

Smithery lastminutedeals-api MCP server

MCP server with real-time last-minute tour and activity inventory. Live bookable slots across 40 suppliers in 48 countries and 100+ cities, 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.

Related MCP server: Flights MCP

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.

preview_slot

Get a shareable booking page URL for a slot. The user clicks the link, sees full details, enters their own name/email/phone, and pays via Stripe. Use this when a human is browsing with an AI assistant.

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="jane@example.com",
  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

40 active suppliers. Live inventory across 48 countries including France, UK, Germany, Italy, Spain, Netherlands, Switzerland, Iceland, Egypt, Japan, Portugal, Turkey, Brazil, Morocco, Tanzania, Finland, Montenegro, Romania, United States, United Kingdom, China, Mexico, Costa Rica, and more.

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

Zestro Bizlinks

Japan

Experiences

Adi Tours - Nuba travel

Cairo, Egypt

Pyramids, cultural tours, Nile excursions, desert tours, day trips

The Photo Experience

London, United Kingdom

Photography tours, photo walks, city photography experiences

Sailing Windermere

Windermere, Lake District, United Kingdom

Sailing, lake cruises

Perfect Day Tours

Luxor, Egypt

Temple tours, Valley of the Kings

Nefertiti Tours

Cairo, Giza, Egypt

Pyramids, cultural tours

Blue Dolphin Sailing

Guanacaste, Costa Rica

Sailing tours, sunset cruises, snorkeling

EGYPT GATE

Cairo, Egypt

Tours and experiences

Imperio tours

Rome, Italy

Fiat 500 tours, golf cart tours, food tours

VIDABOA

Porto, Douro Valley, Portugal

Wine tours, private tours

Gallo Tour

Rome, Italy

Golf cart tours

Food Activity Japan

Osaka, Japan

Matcha making, food experiences

European Voyages

Paris, London, Rome, Barcelona, Amsterdam, Berlin, Vienna, Prague, Budapest + 38 more

Walking tours, city tours, food tours, day trips, multi-day tours, river cruises, wine tours, cooking classes, transfers

CruiserCar Palermo

Palermo, Sicily, Italy

Car tours, city tours, transfers

Nile Navigators

Cairo, Luxor, Aswan, Egypt

Nile cruises, river tours, cultural experiences

Fantastic Walks

United Kingdom

Walking tours

Top Gear Tours

Cairo, Egypt

Tours and experiences

Amazing Tours Agency

Brazil

Tours and experiences

Anatolia Expedition

Istanbul, Turkey

Cultural tours, expeditions

Turkey Tours Company

Istanbul, Turkey

Cultural tours, Cappadocia, Ephesus, day trips

Eimverk Distillery

Reykjavik, Iceland

Distillery tours

mondo guide srl

Rome, Italy

Guided tours, cultural experiences, day trips

The Osaka&Tokyo

Osaka, Tokyo, Japan

Cultural experiences, city tours

Categories

experiences · wellness · beauty · hospitality

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": "agent@example.com"}'
{"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="jane@example.com",
  mode="autonomous",
  wallet_id="wlt_..."
)

How It Works

Every 4 hours:
  fetch_octo_slots.py   →  Pull availability from 40 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: 8,000+

  • Suppliers: 32

  • Countries: 47

  • Refresh interval: Every 4 hours

  • Uptime: Hosted on Railway (24/7)

  • Payments: Stripe (authorization-then-capture — customer is never charged for a failed booking)

Available Tools

4 tools
book_slotAInspect
Book a last-minute slot for a customer. Two modes:

APPROVAL MODE (default — no wallet_id):
    Creates a Stripe Checkout Session and returns a checkout_url.
    You MUST share this URL with the customer immediately — do not summarise it,
    do not wait, show it directly so they can complete payment.
    The booking is confirmed with the supplier after payment succeeds.
    The session expires in 24 hours.

AUTONOMOUS MODE (wallet_id + execution_mode='autonomous'):
    The booking completes immediately using a pre-funded agent wallet.
    Returns a confirmation_number directly — no checkout step, no human action needed.
    Use this when your application manages payment on behalf of the customer.

Args:
    slot_id:        Slot ID from search_slots results.
    customer_name:  Full name of the person attending.
    customer_email: Email address for booking confirmation.
    customer_phone: Phone number including country code (e.g. +15550001234).
    quantity:       Number of people (default 1). Price is per-person × quantity.
    wallet_id:      Pre-funded agent wallet ID (format: wlt_...). Enables autonomous mode.
    execution_mode: Set to 'autonomous' when providing a wallet_id.

Returns:
    Approval mode:   { success: true, checkout_url, booking_id, expires_at, action_required }
    Autonomous mode: { success: true, confirmation_number, booking_id, status: 'booked' }
    On error:        { success: false, error }

Inputs: slot_id (required), customer_name (required), customer_email (required), customer_phone (required), +3 more.

get_booking_statusAInspect
Check the status of a booking.

Args:
    booking_id: The booking_id returned by book_slot.

Returns:
    Booking record with status, confirmation_number, service details, and checkout_url.
    Status values:
      pending_payment — awaiting customer checkout
      fulfilling      — payment received, confirming with supplier (up to 45s)
      booked          — confirmed by supplier; confirmation_number is set
      failed          — fulfillment failed; payment hold cancelled
      cancelled       — booking cancelled and refunded

Inputs: booking_id (required).

get_supplier_infoAInspect
Returns information about the supplier network and available inventory.

Use this to understand what destinations and experience types are available
before calling search_slots.

Inputs: no named parameters.

search_slotsAInspect
Search for last-minute available tours and activities.

Returns real production inventory from 19 suppliers (Adi Tours - Nuba travel, All Washington View,
Arctic Adventures, Bicycle Roma, Boka Bliss, EgyExcursions, Hillborn Experiences,
Íshestar Riding Tours, Marvel Egypt Tours, O Turista Tours, Pure Morocco Experience,
REDRIB Experience, Ramen Factory Kyoto, TourTransfer Bucharest, Tours El Chiquiz,
Trivanzo Holidays, TUTU VIEW Ltd, Vakare Travel Service, Zestro Bizlinks) sourced live via the OCTO open booking protocol.
Slots are sorted by urgency (soonest first).

Args:
    city:        City or country filter, partial match (e.g. "Reykjavik", "Rome", "Iceland").
                 Leave empty to search all locations.
    category:    Category filter. Use "experiences" for tours/activities.
                 Leave empty for all categories.
    hours_ahead: Return slots starting within this many hours (default: 72).
    max_price:   Maximum price in USD. Set to 0 to return all prices.
    limit:       Max results to return (default 50). Results are sorted by urgency
                 so the most time-sensitive slots come first. Increase for broader
                 browsing (e.g. limit=500). Use city/category filters to narrow
                 results instead of raising the limit when possible.

Returns:
    List of available slot dicts sorted by hours_until_start (soonest first).

Inputs: city, category, hours_ahead, max_price, +1 more. Returns: result

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.4/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool serves a clearly distinct stage of the booking workflow: supplier discovery, slot search, booking creation, and status lookup. There is no meaningful overlap or ambiguity between them.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern: get_booking_status, get_supplier_info, search_slots, book_slot. The naming is predictable and makes each tool's purpose immediately obvious.

    Tool Count5/5

    Four tools is well-scoped for a last-minute deals booking API: it covers the essential user journey without unnecessary duplication. The count fits comfortably within the ideal 3–15 range.

    Completeness4/5

    The core lifecycle is covered: search supplier info, search slots, book, and check booking status. However, there is no cancel or list-bookings operation, and the status enum includes cancelled without providing a way to trigger it, leaving a minor lifecycle gap.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data

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