{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_bqjg9wqmqxhw","handle":"travel-kismet-mcp-server","url":"https://wellknown.network/agents/travel-kismet-mcp-server","links":{"self":"https://wellknown.network/agents/travel-kismet-mcp-server/record.json","html":"https://wellknown.network/agents/travel-kismet-mcp-server","markdown":"https://wellknown.network/agents/travel-kismet-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/travel-kismet-mcp-server","status":"https://wellknown.network/api/v1/agents/travel-kismet-mcp-server/status","claim":"https://wellknown.network/agents/travel-kismet-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/travel-kismet-mcp-server/claim.json","badge":"https://wellknown.network/agents/travel-kismet-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/travel-kismet-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/travel-kismet-mcp-server/tools"},"ard":{"identifier":"urn:air:mcp.kismet.travel:server:travel-kismet-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server","summary":"Semantic hotel search with real-time availability and price comparison for Kismet Travel","description":"Semantic hotel search with real-time availability and price comparison for Kismet Travel","publisher":{"name":"travel.kismet","url":null},"homepage":null,"repository":"https://github.com/kismet-tech/kismet-travel-mcp-v2","version":"0.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://mcp.kismet.travel/mcp","type":"mcp_streamable_http","auth":null,"probeable":true},{"url":"https://mcp.kismet.travel/sse","type":"mcp_sse","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2025-09-10T22:00:17.761143Z","publishedAt":"2025-09-10T22:00:17.761143Z","registryName":"travel.kismet/mcp-server"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"commerce.travel","name":"Travel & Booking","confidence":1,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":1,"provenance":"derived"},{"slug":"productivity.email","name":"Email","confidence":0.962,"provenance":"derived"},{"slug":"content.writing","name":"Writing & Editing","confidence":0.51,"provenance":"derived"},{"slug":"automation.workflows","name":"Workflow Automation","confidence":0.51,"provenance":"derived"}],"categories":["automation","commerce","content","productivity","security"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 3h ago.","lastOkAt":"2026-10-10T00:29:30.964Z","lastProbedAt":"2026-10-10T00:29:30.964Z","statusComputedAt":"2026-10-10T00:30:12.312Z","reliability30d":{"probes":114,"successRate":0.9561,"p50Ms":676,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":113,"ok":108,"authBoundaryOk":0,"serviceOk":108,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-10T00:29:30.964Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":675,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). Returns ranked collections with their slug (`collection_id`), regions, property c"},{"name":"get_guest_profile","description":"Get the signed-in user / guest Kismet account profile, identity, preferences, and account-level signals. Returns the currently authenticated user's (the logged-"},{"name":"sign_in","description":"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 Kism"},{"name":"use_guest_token","description":"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 "},{"name":"verify_agent_inbox","description":"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."},{"name":"sign_in_agent","description":"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"},{"name":"get_booking_link","description":"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 proper"},{"name":"search_bookables","description":"Primary search tool — use this whenever the guest specifies ANY filter: location, dates, budget, bedrooms, pets, or persona. Returns a ranked list of candidate "},{"name":"discover_collections","description":"Visually discover bookable-stay managers (collections) and their properties as an interactive carousel. OMIT `collections` to discover across the whole network "},{"name":"build_bookable_carousel","description":"Present a curated set of specific properties as an interactive visual carousel. Pass `propertySlugs` in your chosen order, plus the collection_id(s) those prope"},{"name":"shortlist_bookable","description":"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 thei"},{"name":"get_bookable_reviews","description":"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"},{"name":"get_shortlist","description":"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 s"},{"name":"get_collection_content","description":"Returns collection-level content for a VRM. Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). Use for guest questions about the compa"},{"name":"get_bookable_detail","description":"Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews."}],"toolCount":15,"toolsHash":"1520a770f5b2873315859a6c124ac23777d8e1033609a18ebf06700500b060cc","serverName":"kismet-catalog","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T18:26:49.734Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":884,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). Returns ranked collections with their slug (`collection_id`), regions, property c"},{"name":"get_guest_profile","description":"Get the signed-in user / guest Kismet account profile, identity, preferences, and account-level signals. Returns the currently authenticated user's (the logged-"},{"name":"sign_in","description":"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 Kism"},{"name":"use_guest_token","description":"Load READ-ONLY context from a Kismet guest token — e.g. a \"continue in your AI assistant\" link a property manager handed the guest. 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Returns the manager and the "},{"name":"verify_agent_inbox","description":"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."},{"name":"sign_in_agent","description":"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"},{"name":"get_booking_link","description":"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 proper"},{"name":"search_bookables","description":"Primary search tool — use this whenever the guest specifies ANY filter: location, dates, budget, bedrooms, pets, or persona. Returns a ranked list of candidate "},{"name":"discover_collections","description":"Visually discover bookable-stay managers (collections) and their properties as an interactive carousel. 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Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). Use for guest questions about the compa"},{"name":"get_bookable_detail","description":"Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews."}],"toolCount":15,"toolsHash":"1520a770f5b2873315859a6c124ac23777d8e1033609a18ebf06700500b060cc","serverName":"kismet-catalog","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T00:24:36.326Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":683,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). 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OMIT `collections` to discover across the whole network "},{"name":"build_bookable_carousel","description":"Present a curated set of specific properties as an interactive visual carousel. Pass `propertySlugs` in your chosen order, plus the collection_id(s) those prope"},{"name":"shortlist_bookable","description":"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 thei"},{"name":"get_bookable_reviews","description":"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"},{"name":"get_shortlist","description":"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 s"},{"name":"get_collection_content","description":"Returns collection-level content for a VRM. Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). Use for guest questions about the compa"},{"name":"get_bookable_detail","description":"Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews."}],"toolCount":15,"toolsHash":"1520a770f5b2873315859a6c124ac23777d8e1033609a18ebf06700500b060cc","serverName":"kismet-catalog","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T17:27:37.088Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":726,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). Returns ranked collections with their slug (`collection_id`), regions, property c"},{"name":"get_guest_profile","description":"Get the signed-in user / guest Kismet account profile, identity, preferences, and account-level signals. Returns the currently authenticated user's (the logged-"},{"name":"sign_in","description":"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 Kism"},{"name":"use_guest_token","description":"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 "},{"name":"verify_agent_inbox","description":"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."},{"name":"sign_in_agent","description":"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"},{"name":"get_booking_link","description":"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 proper"},{"name":"search_bookables","description":"Primary search tool — use this whenever the guest specifies ANY filter: location, dates, budget, bedrooms, pets, or persona. Returns a ranked list of candidate "},{"name":"discover_collections","description":"Visually discover bookable-stay managers (collections) and their properties as an interactive carousel. OMIT `collections` to discover across the whole network "},{"name":"build_bookable_carousel","description":"Present a curated set of specific properties as an interactive visual carousel. Pass `propertySlugs` in your chosen order, plus the collection_id(s) those prope"},{"name":"shortlist_bookable","description":"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 thei"},{"name":"get_bookable_reviews","description":"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"},{"name":"get_shortlist","description":"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 s"},{"name":"get_collection_content","description":"Returns collection-level content for a VRM. Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). Use for guest questions about the compa"},{"name":"get_bookable_detail","description":"Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews."}],"toolCount":15,"toolsHash":"1520a770f5b2873315859a6c124ac23777d8e1033609a18ebf06700500b060cc","serverName":"kismet-catalog","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T11:23:47.005Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":734,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). 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Returns the manager and the "},{"name":"verify_agent_inbox","description":"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."},{"name":"sign_in_agent","description":"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"},{"name":"get_booking_link","description":"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 proper"},{"name":"search_bookables","description":"Primary search tool — use this whenever the guest specifies ANY filter: location, dates, budget, bedrooms, pets, or persona. Returns a ranked list of candidate "},{"name":"discover_collections","description":"Visually discover bookable-stay managers (collections) and their properties as an interactive carousel. OMIT `collections` to discover across the whole network "},{"name":"build_bookable_carousel","description":"Present a curated set of specific properties as an interactive visual carousel. Pass `propertySlugs` in your chosen order, plus the collection_id(s) those prope"},{"name":"shortlist_bookable","description":"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 thei"},{"name":"get_bookable_reviews","description":"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"},{"name":"get_shortlist","description":"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 s"},{"name":"get_collection_content","description":"Returns collection-level content for a VRM. Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). Use for guest questions about the compa"},{"name":"get_bookable_detail","description":"Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews."}],"toolCount":15,"toolsHash":"1520a770f5b2873315859a6c124ac23777d8e1033609a18ebf06700500b060cc","serverName":"kismet-catalog","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T04:25:57.222Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":734,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). Returns ranked collections with their slug (`collection_id`), regions, property c"},{"name":"get_guest_profile","description":"Get the signed-in user / guest Kismet account profile, identity, preferences, and account-level signals. Returns the currently authenticated user's (the logged-"},{"name":"sign_in","description":"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 Kism"},{"name":"use_guest_token","description":"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 "},{"name":"verify_agent_inbox","description":"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."},{"name":"sign_in_agent","description":"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"},{"name":"get_booking_link","description":"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 proper"},{"name":"search_bookables","description":"Primary search tool — use this whenever the guest specifies ANY filter: location, dates, budget, bedrooms, pets, or persona. Returns a ranked list of candidate "},{"name":"discover_collections","description":"Visually discover bookable-stay managers (collections) and their properties as an interactive carousel. OMIT `collections` to discover across the whole network "},{"name":"build_bookable_carousel","description":"Present a curated set of specific properties as an interactive visual carousel. Pass `propertySlugs` in your chosen order, plus the collection_id(s) those prope"},{"name":"shortlist_bookable","description":"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 thei"},{"name":"get_bookable_reviews","description":"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"},{"name":"get_shortlist","description":"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 s"},{"name":"get_collection_content","description":"Returns collection-level content for a VRM. Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). Use for guest questions about the compa"},{"name":"get_bookable_detail","description":"Returns full details for a specific vacation rental property: description, bedrooms, bathrooms, kitchen, outdoor spaces, features, policies, and recent reviews."}],"toolCount":15,"toolsHash":"1520a770f5b2873315859a6c124ac23777d8e1033609a18ebf06700500b060cc","serverName":"kismet-catalog","capabilities":["tools","resources"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T22:23:48.558Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":676,"error":null,"detail":{"tools":[{"name":"list_collections","description":"Search the Kismet network for vacation-rental collections (property managers). Returns ranked collections with their slug (`collection_id`), regions, property c"},{"name":"get_guest_profile","description":"Get the signed-in user / guest Kismet account profile, identity, preferences, and account-level signals. Returns the currently authenticated user's (the logged-"},{"name":"sign_in","description":"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 Kism"},{"name":"use_guest_token","description":"Load READ-ONLY context from a Kismet guest token — e.g. a \"continue in your AI assistant\" link a property manager handed the guest. 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Anonymous guests are tracked via the MCP session ID; signed-in guests via thei"},{"name":"get_bookable_reviews","description":"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"},{"name":"get_shortlist","description":"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 s"},{"name":"get_collection_content","description":"Returns collection-level content for a VRM. Sections: \"about\" (collection info), \"reviews\" (guest reviews with ratings). 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