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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_login_statusA

Check current authentication and VIP/Member reward status on hotel platforms.

Inspects active session cookies loaded from Chrome for Agoda (VIP tiers, cashbacks), Booking.com (Genius membership), and Hotels.com (OneKey rewards).

interactive_loginA

Launch Chrome browser to sign in to a hotel booking provider.

Opens the official authentication portal for the requested provider (Agoda, Booking.com, or Hotels.com) so the user can complete login and capture member rates.

suggest_locationsA

Autocomplete search query for destinations, cities, districts, landmarks, and properties.

Queries platform typeahead endpoints in parallel to resolve destination IDs, geo-coordinates, and candidate property identifiers.

search_hotelsA

Search hotels across Agoda, Booking.com, and Hotels.com in parallel.

Retrieves live property rates, room categories, review scores, discounts, and booking links. Preserves rich platform-specific data such as room sizes (m²/ft²), crossed-out original prices, included perks (free cancellation, breakfast), and star ratings.

compare_hotel_pricesA

Perform a cross-platform parallel price check across all providers to find the absolute cheapest booking rate.

Queries Agoda, Booking.com, and Hotels.com simultaneously for the specified hotel, extracts lowest available nightly rates, perks, and direct URLs, and highlights the winning platform.

get_property_detailsB

Get full property overview, address, star classification, amenities, and room rate options.

get_room_gridB

Inspect detailed room grid, bed setups, room dimensions, breakfast inclusion, and cancellation terms.

get_hotel_reviewsB

Fetch verified traveler reviews, category ratings (cleanliness, location, service), and review comments.

get_hotel_faqB

Fetch verified property FAQs regarding check-in policies, parking, breakfast, airport shuttle, and deposits.

search_restaurantsA

Search top-rated restaurants, cafes, and gourmet dining spots (via Tabelog Japan and global dining providers).

Includes verified Bayesian rating scores (>=3.50 is top ~3% in Japan, >=4.00 is legendary Michelin tier), The Tabelog Award winners (Gold, Silver, Bronze), 100 Famous Stores (Hyakumeiten), lunch vs. dinner budgets, multilingual menu indicators, and direct online reservation status.

search_tabelogA

Direct shortcut to search restaurants across Japan on Tabelog (tabelog.com).

Equivalent to search_restaurants(..., provider='tabelog').

get_restaurant_detailsB

Fetch full restaurant & cafe profile, award history, address, coordinates, budget, and amenities.

get_tabelog_restaurant_detailsA

Direct shortcut to fetch full Tabelog restaurant profile, address, coordinates, budget, and amenities.

Equivalent to get_restaurant_details(restaurant_id_or_url, provider='tabelog').

suggest_diningA

Autocomplete search query for restaurants, cafes, stations, areas, and food genres.

suggest_tabelogA

Direct shortcut to autocomplete keywords on Tabelog Japan.

Equivalent to suggest_dining(query, provider='tabelog', limit=limit).

check_restaurant_reservationB

Check live upcoming online booking vacancy calendar and available reservation dates for a restaurant.

check_tabelog_reservationA

Direct shortcut to check upcoming reservation availability on Tabelog Japan.

Equivalent to check_restaurant_reservation(restaurant_id, provider='tabelog').

get_transit_and_directionsA

Calculate travel routes, turn-by-turn walking steps, public transit (subway/bus), and driving taxi fares between ANY two travel entities (hotels, restaurants, cafes, stations, airports, landmarks).

Supports automatic English & local language place name resolution (e.g., 'Sotetsu Hotels The Splaisir Seoul Myeongdong' -> 'N Seoul Tower', 'Incheon Airport T1' -> 'Myeongdong Station').

get_hotel_distance_and_transitB

Calculate travel distance and transit options between a hotel and a target destination.

Alias of get_transit_and_directions(...).

get_place_reviewsA

Fetch verified local user reviews, star ratings, category strengths (cleanliness, price, location), and reviewer photos from dedicated review platforms (Kakao Maps, Google Reviews, Tabelog Japan, etc.).

Accepts hotel/place name, platform place ID (e.g. '2040574326', '13294162'), or review URL (e.g. 'https://place.map.kakao.com/2040574326#review', 'https://tabelog.com/en/tokyo/A1301/A130103/13294162/').

Prompts

Interactive templates invoked by user choice

NameDescription
plan_trip_itineraryPrompt template to plan a complete multi-day travel itinerary with hotels, dining, and transit routes.
search_japan_diningPrompt template to discover top-ranked restaurants and award winners in Japan using Tabelog.
compare_hotel_dealsPrompt template to perform a comprehensive 3-way hotel price comparison and perk evaluation.
search_destination_hotelsPrompt template to search and rank the top hotel accommodations in a destination.

Resources

Contextual data attached and managed by the client

NameDescription
get_providers_metadataExpose registered travel providers across accommodations, dining, transit, and review platforms.
get_providers_metadataExpose registered travel providers across accommodations, dining, transit, and review platforms.
get_travel_capabilitiesExpose full domain and capability breakdown for the Travel MCP server.
get_system_statusExpose live authentication status and loaded Chrome cookies across accommodation and travel providers.
get_system_statusExpose live authentication status and loaded Chrome cookies across accommodation and travel providers.

TDQS

B3.3/5.0

Scored across 20 tools

Disambiguation3/5

Several tools are direct aliases (e.g., search_restaurants vs search_tabelog, get_restaurant_details vs get_tabelog_restaurant_details, suggest_dining vs suggest_tabelog, check_restaurant_reservation vs check_tabelog_reservation, get_transit_and_directions vs get_hotel_distance_and_transit) that create redundancy and potential misselection. Though descriptions clarify they are equivalent, the presence of both forms is confusing.

Naming Consistency2/5

Naming is inconsistent: most tools follow a verb_noun pattern (get_, search_, suggest_), but deviations like 'search_tabelog', 'get_tabelog_restaurant_details', and 'get_hotel_distance_and_transit' break the pattern. Tools with provider-specific shortcuts don't align with the general naming convention, making the set feel ad hoc.

Tool Count3/5

At 20 tools, the server borders on heavy. The count is inflated by multiple alias/shortcut tools that duplicate existing functionality (e.g., search_restaurants vs search_tabelog). The effective unique tool count is lower, but the redundancy suggests the set could be streamlined.

Completeness3/5

The server covers discovery and research well: hotel search, price comparison, details, rooms, reviews, FAQs, restaurant search/details, reservation availability, transit, and place reviews. However, it lacks actual booking or reservation creation (only checks availability), and no itinerary management or broader travel lifecycle features, leaving notable gaps for end-to-end travel planning.

Maintenance

ActivityMaintained
ResponsivenessNo issues