Semantic hotel search with real-time availability and price comparison for Kismet Travel
| Endpoint | https://mcp.kismet.travel/mcp (streamable-http) |
|---|---|
| Registry version | 0.0.0 |
| Now | 15 tools · grade C (74) · pin ts_e58529217bd4678d7fa17a6f3e542c34 · protocol 2025-06-18 |
| First / last listed | 2026-11-10 01:15 UTC / 2026-11-10 01:15 UTC |
| Grade over time | 2026-11-10: C (74), 15 tools |
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Tools: list_collections get_guest_profile sign_in use_guest_token verify_agent_inbox sign_in_agent get_booking_link search_bookables discover_collections build_bookable_carousel shortlist_bookable get_bookable_reviews get_shortlist get_collection_content get_bookable_detail
list_collections | Search the Kismet network for vacation-rental collections (property managers). Returns ranked collections with their slug (`collection_id`), regions, property count, and supported tools. Use this when the guest asks which managers operate in a place or wants to choose a manager. It is not required before network-wide search: search_bookables and discover_collections span every collection when `col params: query, region, category, limit |
get_guest_profile | Get the signed-in user / guest Kismet account profile, identity, preferences, and account-level signals. Returns the currently authenticated user's (the logged-in guest's) Kismet profile: identity (first name), contact-channel status (whether an email / phone is on file and verified — never the raw values), account-level signals (linked property managers and collections the user has transacted wit params: none |
sign_in | Trigger the Kismet OAuth sign-in flow for the current guest. Call this whenever the user explicitly asks to sign in, log in, authenticate, or connect their Kismet account — common queries: "sign me in", "log me in", "log me into Kismet", "sign me into Kismet", "connect my Kismet account", "authenticate me", "I want to log in". The host will open its OAuth WebView and run the standard PKCE handshak params: none |
use_guest_token | Load READ-ONLY context from a Kismet guest token — e.g. a "continue in your AI assistant" link a property manager handed the guest. Returns the manager and the draft/considered itinerary the token carries (plus any current offer, when one applies), so you can have an informed conversation. This is CONTEXT ONLY: it grants NO account access and is never required for browsing. To actually claim an of params: token* |
verify_agent_inbox | Record and verify the email inbox that belongs to THIS agent (not to the person it acts for), so the agent can later sign back in on its own with sign_in_agent. Two steps with the same call: without `code`, Kismet mails a six-digit code to the address; with `code`, the inbox is marked verified. Requires the agent bearer from the device flow or a connector sign-in. An agent address is never used to params: email*, code |
sign_in_agent | Sign this agent back in through its own verified email inbox, with no bearer and no action from the person. Two steps with the same call: without `code`, Kismet mails a six-digit code to the inbox; with `code`, Kismet returns the agent bearer (access and refresh token) that acts for the linked person. Only a verified inbox on an agent the person already linked works; anything else is told to link params: email*, code |
get_booking_link | Returns a booking link for a specific vacation rental property. Use when a guest is ready to book. When dates are provided they are validated against the property's booking rules (availability, minimum/maximum stay, arrival/departure restrictions); if the stay is not bookable, the result carries datesRejected with the reason and up to three alternate date windows — offer those to the guest instead params: guests, checkIn, checkOut, propertySlug*, collections |
search_bookables | Primary search tool — use this whenever the guest specifies ANY filter: location, dates, budget, bedrooms, pets, or persona. Returns a ranked list of candidate properties as plain text with each property's slug, name, location, dated or anchor pricing, top personas/features, and tagline — formatted so the LLM can read and reason over them directly. After picking your top candidates from the return params: sort, neLat, neLng, swLat, swLng, guests, offset, region, sleeps, country, feature, nearLat, nearLng, persona, bedrooms, locality, nearUnit, nearRadius, dateWindows, petsRequired, maxProperties, propertyTypes, semanticFilters, budgetMaxPerNight, collections |
discover_collections | Visually discover bookable-stay managers (collections) and their properties as an interactive carousel. OMIT `collections` to discover across the whole network (the widget shows manager filter cards plus an interleaved property carousel), pass one to feature a single manager, or several to compare. Each property card opens full details. Use this for browsing/visual presentation; use search_bookabl params: neLat, neLng, swLat, swLng, guests, offset, region, sleeps, checkIn, country, feature, nearLat, nearLng, persona, bedrooms, checkOut, locality, nearUnit, nearRadius, preferences, petsRequired, maxProperties, propertySlugs, propertyTypes, semanticFilters, budgetMaxPerNight, collections |
build_bookable_carousel | Present a curated set of specific properties as an interactive visual carousel. Pass `propertySlugs` in your chosen order, plus the collection_id(s) those properties belong to in `collections` — you get each candidate's collectionSlug from search_bookables. The picks MAY span multiple managers: pass ALL their collection_ids and the carousel renders them together with manager filter cards. Never fa params: guests, checkIn, context, checkOut, propertySlugs*, semanticFilters, collections |
shortlist_bookable | Save or remove a vacation rental property from the guest's shortlist. Reversible. Anonymous guests are tracked via the MCP session ID; signed-in guests via their guest ID — the tool reads the current identity from session context, so no auth fields need to be passed. params: action, checkIn, checkOut, quoteToken, propertyName, propertySlug*, collectionSlug, pricingSnapshot, collections |
get_bookable_reviews | Get guest reviews for a specific vacation rental property or for the entire collection. Returns a summary and individual review texts that can be used to answer questions about guest experiences. params: sort, limit, offset, season, persona, propertySlug, collections |
get_shortlist | Show the guest's saved/shortlisted vacation rental properties for this collection. Call this when the user wants to see their saved properties or review their shortlist. params: limit, collections |
get_collection_content | Returns collection-level content for a VRM. Sections: "about" (collection info), "reviews" (guest reviews with ratings). Use for guest questions about the company, area, or review quality. params: limit, offset, section*, collections |
get_bookable_detail | Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews. Use when a guest wants to know more about a specific property. params: checkIn, checkOut, propertySlug*, collections |
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