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Last Minute Deals HQ

Smithery lastminutedeals-api MCP server

MCP-Server mit Echtzeit-Last-Minute-Inventar für Touren und Aktivitäten. Über 7.000 live buchbare Plätze bei 20 Anbietern in 15 Ländern und 28 Städten, die live aus Produktionsbuchungssystemen über den OCTO-Offenstandard bezogen werden. Das Inventar wird alle 4 Stunden aktualisiert.

Suchen Sie nach verfügbaren Plätzen und erstellen Sie Stripe-Checkout-Sitzungen – Kunden zahlen auf unserer Seite, Anbieter werden automatisch bestätigt.

Installation

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

Andere MCP-Clients

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

Oder verbinden Sie sich direkt mit dem Remote-MCP-Endpunkt:

https://api.lastminutedealshq.com/mcp

Related MCP server: Flights MCP

Tools

Tool

Beschreibung

search_slots

Suche nach verfügbaren Touren und Aktivitäten. Filtern Sie nach Stadt, Kategorie, hours_ahead-Zeitfenster und max_price. Gibt Live-Inventar zurück, sortiert nach Dringlichkeit (das Nächste zuerst).

book_slot

Buchen Sie einen Platz für einen Kunden. Der Genehmigungsmodus (Standard) gibt eine Stripe-Checkout-URL zurück, über die der Kunde bezahlen kann. Der Autonome Modus belastet ein vorfinanziertes Wallet und gibt direkt eine Bestätigungsnummer zurück. Unterstützt Mengen für Gruppenbuchungen.

get_booking_status

Überprüfen Sie den Buchungsstatus anhand der booking_id. Gibt Status, Bestätigungsnummer, Checkout-URL (wiederherstellbar bei Verlust), Servicedetails und Zahlungsstatus zurück.

get_supplier_info

Gibt das vollständige Anbieternetzwerk zurück – Reiseziele, Erlebnisarten, Buchungsplattform und Bestätigungsgeschwindigkeit. Verwenden Sie dies vor der Suche, um zu verstehen, welches Inventar verfügbar ist.

Beispiel

„Welche Touren sind dieses Wochenende in Rom für unter 50 $ verfügbar?“

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..."
  }
]

„Buche die E-Bike-Tour für 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"
}

„Hat sie schon bezahlt?“

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"
}

Anbieter

20 aktive Anbieter. Live-Inventar in Island, Italien, Mexiko, Marokko, Portugal, Japan, Tansania, Finnland, Montenegro, Rumänien, Ägypten, Türkei, den Vereinigten Staaten, dem Vereinigten Königreich und China.

Anbieter

Reiseziele

Erlebnisse

Arctic Adventures

Reykjavik, Husafell, Skaftafell, Island

Gletscherwanderungen, Eishöhlen, Schneemobilfahren, Nordlichttouren, Walbeobachtung, Tauchen

Bicycle Roma

Rom, Appia Antica, Castelli Romani

E-Bike-Touren, Food-Touren, geführte Stadttouren, Fahrradverleih

Boka Bliss

Kotor, Montenegro

Bootstouren, Meereshöhlen, Küstenerlebnisse

EgyExcursions

Kairo, Ägypten

Pyramiden, Kulturtouren, Tagesausflüge

Hillborn Experiences

Arusha, Serengeti, Sansibar, Kilimandscharo

Private Safaris, Kilimandscharo-Besteigungen, Ultra-Luxus-Wildtiertouren

Íshestar Riding Tours

Selfoss, Island

Reiten, Gletscherritte, Wikinger-Touren

Marvel Egypt Tours

Kairo, Luxor, Assuan

Pyramiden, Nilkreuzfahrten, Tempeltouren

O Turista Tours

Lissabon, Porto, Sintra, Fátima, Nazaré

Private Touren, Tagesausflüge, Weinerlebnisse

Pure Morocco Experience

Marrakesch, Sahara

Wüstentouren, mehrtägige Touren, kulturelle Erlebnisse

Ramen Factory Kyoto

Kyoto, Japan

Kochkurse, Ramen-Workshops

REDRIB Experience

Helsinki, Finnland

Schnellboot-Touren, Archipel-Erlebnisse

TourTransfer Bucharest

Bukarest, Rumänien

Stadttouren, Dracula-Schloss, Schloss Peles

Tours El Chiquiz

Puerto Vallarta, Mexiko

Tequila-Verkostung, Wandern, Nachtleben-Touren, botanische Gärten

Trivanzo Holidays

Kairo, Luxor, Rotes Meer, Ägypten

Nilkreuzfahrten, Kulturtouren, Wüstentouren

TUTU VIEW Ltd

Shanghai, Xi'an, Peking, Chengdu, Hangzhou

Mehrtägige Touren, Seidenstraße, Food-Touren, Naturtouren

Vakare Travel Service

Antalya, Türkei

Bootstouren, Jeep-Safaris, kulturelle Ausflüge

All Washington View

Washington D.C.

Stadttouren, Sightseeing, Denkmäler, Panoramablicke

Zestro Bizlinks

Japan

Erlebnisse

Adi Tours - Nuba travel

Kairo, Ägypten

Pyramiden, Kulturtouren, Nil-Ausflüge, Wüstentouren, Tagesausflüge

The Photo Experience

London, Vereinigtes Königreich

Fototouren, Fotospaziergänge, Stadtfotografie-Erlebnisse

Kategorien

experiences · wellness · beauty · hospitality

API-Schlüssel

Kostenlos. Keine Kreditkarte erforderlich. Erforderlich für Buchungsvorgänge – die Suche funktioniert auch ohne.

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_..."}

Übergeben Sie den Schlüssel bei der Konfiguration des MCP-Servers oder als X-API-Key-Header für REST-Aufrufe.

REST-API

Basis-URL: https://api.lastminutedealshq.com

Endpunkt

Methode

Beschreibung

/api/slots

GET

Suche nach Plätzen – city, category, hours_ahead, max_price

/api/book

POST

Stripe-Checkout für einen Platz erstellen

/api/book/direct

POST

Buchen mit vorfinanziertem Wallet (autonome Agenten)

/bookings/{id}

GET

Buchungsstatus prüfen

/api/keys/register

POST

Kostenlosen API-Schlüssel erhalten

/api/wallets/create

POST

Vorfinanziertes Agenten-Wallet erstellen

/api/wallets/fund

POST

Stripe-Link zur Finanzierung des Wallets erhalten

/health

GET

System-Gesundheitsprüfung

/metrics

GET

Live-Systemmetriken

Buchungsmodi

Genehmigung (Standard) – Gibt eine Stripe-Checkout-URL zurück. Der Kunde besucht den Link, bezahlt und die Buchung wird automatisch beim Anbieter bestätigt. Am besten für Prozesse mit menschlicher Beteiligung.

Autonom – Erfordert ein vorfinanziertes Wallet. Das System belastet das Wallet sofort und bestätigt beim Anbieter. Keine Weiterleitung, keine Latenz. Am besten für vollautonome Agenten.

book_slot(
  slot_id="...",
  customer_name="Jane Smith",
  customer_email="jane@example.com",
  mode="autonomous",
  wallet_id="wlt_..."
)

Funktionsweise

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

  • Live-Plätze: 5.000+

  • Anbieter: 17

  • Länder: 15

  • Aktualisierungsintervall: Alle 4 Stunden

  • Verfügbarkeit: Gehostet auf Railway (24/7)

  • Zahlungen: Stripe (Autorisierung-dann-Erfassung – dem Kunden wird bei einer fehlgeschlagenen Buchung nie etwas berechnet)

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 }
ParametersJSON Schema
NameRequiredDescriptionDefault
slot_idYes
customer_nameYes
customer_emailYes
customer_phoneYes
quantityNo
wallet_idNo
execution_modeNo

TDQS

A4.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden and does an excellent job disclosing behavioral traits: it explains the two distinct modes, payment flow differences (Stripe Checkout vs. pre-funded wallet), session expiration (24 hours), and immediate action requirements (sharing URL directly). It doesn't cover rate limits or error handling specifics, but provides substantial operational context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured with clear sectioning (two modes, args, returns), uses bullet points for readability, and every sentence earns its place by providing essential operational guidance. It's appropriately sized for a complex tool with multiple modes and avoids redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (7 parameters, two distinct modes, payment integration) and absence of both annotations and output schema, the description provides complete context: it explains both operational modes, documents all parameters, specifies return formats for both success cases and errors, and provides necessary implementation guidance. No significant gaps remain.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage, the description fully compensates by explaining all 7 parameters: it clarifies slot_id's source (search_slots results), provides format examples for customer_phone, explains quantity's effect on pricing, and crucially details the interaction between wallet_id and execution_mode that triggers autonomous mode. This adds significant meaning beyond the bare schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose with specific verbs ('Book a last-minute slot for a customer') and distinguishes it from siblings by focusing on booking functionality rather than searching (search_slots), checking status (get_booking_status), or retrieving supplier info (get_supplier_info). The two operational modes further clarify the specific actions involved.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit guidance on when to use each mode: approval mode (default, no wallet_id) for customer-facing payment flows, and autonomous mode (wallet_id + execution_mode='autonomous') for automated payment scenarios. It clearly distinguishes between the two alternatives and specifies the conditions for each.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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
ParametersJSON Schema
NameRequiredDescriptionDefault
booking_idYes

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It effectively describes the tool as a read-only status check (implied by 'Check'), and details the possible status values with explanations, including time estimates (e.g., 'up to 45s' for fulfilling) and outcomes (e.g., 'payment hold cancelled' for failed). This adds valuable context beyond basic functionality.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is appropriately sized and front-loaded, starting with the core purpose. Each sentence earns its place: the first states the action, the second explains the parameter, the third describes the return, and the list details status values without redundancy. It is efficient and well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's low complexity (1 parameter, no output schema, no annotations), the description is complete. It covers the purpose, parameter semantics, return values, and status details, providing all necessary information for an agent to use the tool correctly without gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description adds significant meaning beyond the input schema, which has 0% description coverage. It explains that booking_id is 'returned by book_slot', clarifying its origin and purpose. This compensates fully for the schema's lack of documentation, providing essential context for the single parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose with a specific verb ('Check') and resource ('status of a booking'), and distinguishes it from siblings like book_slot (which creates bookings) and search_slots (which finds available slots). It directly addresses what the tool does without being vague or tautological.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context by referencing book_slot as the source for booking_id, implying this tool should be used after a booking is created. However, it does not explicitly state when not to use it or mention alternatives like get_supplier_info for supplier details, which could help avoid misuse.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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.
ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.1/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It describes the tool as returning information, which implies a read-only operation, but doesn't explicitly state whether it's safe, whether it requires authentication, or any rate limits. The description adds some context about what information is returned (destinations and experience types) but lacks detailed behavioral traits. This is adequate but has clear gaps.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, front-loaded with the purpose followed by usage guidance. Every sentence earns its place by adding clear value, with zero waste or redundancy. It's appropriately sized for a simple tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (0 parameters, no annotations, no output schema), the description is complete enough. It explains what the tool does and when to use it, which covers the essential context. However, it could benefit from more detail on return values or behavioral aspects, but for a read-only info tool, this is largely sufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has 0 parameters, and schema description coverage is 100% (though empty). The description doesn't need to add parameter semantics, so it naturally compensates by focusing on usage. Baseline for 0 parameters is 4, as the description provides value without parameter details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Returns information about the supplier network and available inventory.' It specifies both the resource ('supplier network and available inventory') and the action ('returns information'), though it doesn't explicitly distinguish from siblings beyond mentioning one alternative. The purpose is clear but sibling differentiation is only partial.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit usage guidance: 'Use this to understand what destinations and experience types are available before calling search_slots.' It clearly states when to use this tool (before search_slots) and names a specific alternative (search_slots), which meets the criteria for a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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).
ParametersJSON Schema
NameRequiredDescriptionDefault
cityNo
categoryNo
hours_aheadNo
max_priceNo
limitNo

Output Schema

ParametersJSON Schema
NameRequiredDescription
resultYes

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden and does well by disclosing key behavioral traits: it returns 'real production inventory' from 19 specific suppliers, uses 'live' sourcing via OCTO protocol, sorts by urgency (soonest first), and explains result sorting logic. It doesn't mention rate limits or authentication requirements, but provides substantial operational context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is efficiently structured with purpose statement, supplier list, sorting explanation, parameter documentation, and return format - all in appropriate detail. Every sentence adds value, and it's well-organized with clear sections for Args and Returns.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (5 parameters, no annotations, but has output schema), the description is remarkably complete. It covers purpose, behavioral context, detailed parameter semantics, and explains the return format. With an output schema present, it appropriately doesn't need to detail return value structure.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage, the description fully compensates by providing detailed semantics for all 5 parameters: explains city accepts partial matches and can be empty, specifies category should be 'experiences' for tours/activities, clarifies hours_ahead default and meaning, explains max_price=0 means all prices, and provides nuanced guidance on limit usage with sorting implications.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool searches for 'last-minute available tours and activities' with specific details about real inventory from 19 suppliers via OCTO protocol. It distinguishes from siblings like book_slot (booking) and get_booking_status (status checking) by focusing on search functionality.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context for when to use this tool (searching for last-minute tours/activities) and includes practical guidance like 'Use city/category filters to narrow results instead of raising the limit when possible.' However, it doesn't explicitly state when NOT to use it or mention alternatives among sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

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

  1. 4 tool updatesv0.1.1
    • Addedbook_slot
    • Addedget_booking_status
    • Addedget_supplier_info
    • Addedsearch_slots
  2. 4 tool updatesv0.1.0
    • Removedbook_slot
    • Removedget_booking_status
    • Removedget_supplier_info
    • Removedsearch_slots
  3. 4 tool updates
    • First observedbook_slot
    • First observedget_booking_status
    • First observedget_supplier_info
    • First observedsearch_slots

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

ActivityInactive
ResponsivenessNo issues

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