{"id":383520,"recorded_at":"2026-10-27T00:13:23.680376Z","observed_at":"2026-10-27T00:13:23.680306Z","subject_kind":"endpoint","subject":"a3e9604e-7e8c-4040-bbac-a68f5f133b5c","kind":"mcp.tools","method":"probe.mcp/1","body":{"count":8,"tools":[{"description":"Whether one vendor (by id from search_vendors) is free, tentatively held, or booked on a given date — ONLY for vendors who chose to publish their availability. Most have not; then the answer is \"unknown\", which means \"ask them\", never \"busy\". Read-only.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"date":{"description":"YYYY-MM-DD","pattern":"^\\d{4}-\\d{2}-\\d{2}$","type":"string"},"locale":{"default":"en","description":"Language for labels and copy. Use \"hu\" when the user writes Hungarian.","enum":["en","hu"],"type":"string"},"vendor_id":{"format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"}},"required":["vendor_id","date"],"type":"object"},"name":"check_availability"},{"description":"A dated, sourced cost estimate for a wedding in Hungary (benchmark set hu-2026.1, as of 2026-08) from guest count, price tier, region and ceremony type — the same engine as latido.wedding/kalkulator. Returns a low/anchor/high total in HUF, the per-line breakdown, the marginal cost of one more guest, and the expected cash-gift income (Hungarian custom: gifts are cash). Use for \"mennyibe kerül egy esküvő\" questions. Estimates, not quotes; prices are in HUF.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"ceremony":{"default":"undecided","description":"civil | church (civil AND church) | abroad | undecided.","enum":["civil","church","abroad","undecided"],"type":"string"},"contingency_pct":{"default":10,"maximum":50,"minimum":0,"type":"integer"},"date":{"description":"Wedding date, if known — a weekday civil ceremony at the registry office is free.","pattern":"^\\d{4}-\\d{2}-\\d{2}$","type":"string"},"guests":{"description":"Number of guests (adults + children).","maximum":1000,"minimum":1,"type":"integer"},"locale":{"default":"en","description":"Language for labels and copy. Use \"hu\" when the user writes Hungarian.","enum":["en","hu"],"type":"string"},"region":{"default":"unknown","description":"budapest | videk (countryside) | unknown.","enum":["budapest","videk","unknown"],"type":"string"},"tier":{"default":"mid","description":"low = budget, mid = typical, high = premium.","enum":["low","mid","high"],"type":"string"}},"required":["guests"],"type":"object"},"name":"estimate_budget"},{"description":"Full public storefront document for one result id from search. For a structured answer prefer get_vendor.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"id":{"description":"A result id from search.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"}},"required":["id"],"type":"object"},"name":"fetch"},{"description":"Full public storefront of one vendor or venue from Latido by id (from search_vendors): categories, where they work, price band, capacity, packages with prices, FAQ, links, published reviews and their own description. Use it after a search to answer detailed questions or to compare shortlisted vendors. Read-only; never returns contact details beyond the public links — the storefront URL is where a couple gets in touch.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"locale":{"default":"en","description":"Language for labels and copy. Use \"hu\" when the user writes Hungarian.","enum":["en","hu"],"type":"string"},"vendor_id":{"description":"The vendor id returned by search_vendors.","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"}},"required":["vendor_id"],"type":"object"},"name":"get_vendor"},{"description":"The vocabulary search_vendors understands: the 11 top-level groups with their subcategory keys and labels, the wedding-style keys, and the Hungarian counties with their region ids. Call it once when you need to map what a user said (\"vőfély\", \"pajta\", \"Balaton\") onto a `group`/`category`/`style` value — do not guess keys.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"locale":{"default":"en","description":"Language for labels and copy. Use \"hu\" when the user writes Hungarian.","enum":["en","hu"],"type":"string"}},"type":"object"},"name":"list_categories_and_regions"},{"description":"Free-text search over Latido's public Hungarian wedding vendor directory. Returns result ids for fetch. For filtered search (category, place, budget, capacity, date) prefer search_vendors.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"query":{"description":"Free-text query — vendor name, category or place.","maxLength":200,"type":"string"}},"required":["query"],"type":"object"},"name":"search"},{"description":"Search Latido's public directory of Hungarian wedding vendors and venues (photographers, venues, DJs, florists, caterers, planners…). Use it whenever someone is looking for a supplier for a wedding in Hungary. Filter by category or top-level group, a place name (city, county or \"Balaton\"), maximum price in HUF, minimum seated capacity, a wedding style, or a date the vendor must be free on. Returns 10 results per page in the directory's own ranking; vendors who have not published a price/capacity/availability are kept (unknown is not a \"no\"). Each result has a public storefront URL — link to it. Does NOT search vendors who have not published a profile.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"area":{"description":"Place name in Hungary — city, county or region (\"Budapest\", \"Somogy\", \"Siófok\"). Matches vendors based there OR travelling vendors who serve it.","maxLength":64,"type":"string"},"available_on":{"description":"Wedding date (YYYY-MM-DD). Drops vendors KNOWN to be booked that day; vendors who do not publish availability are kept.","pattern":"^\\d{4}-\\d{2}-\\d{2}$","type":"string"},"category":{"description":"A specific subcategory, e.g. farm_barn, photographers, dj, vofely, cake. Narrower than `group`.","enum":["venue","accommodation","ballroom","beach_waterfront","boat","church_temple","country_club","farm_barn","garden","historic_estate","hotel_resort","lodge_retreat","museum_gallery","park_outdoor","restaurant_brewery","rooftop","vineyard_winery","zoo","photo","videographer","photo_booth","dj","band","music","entertainment","performers","dance_lessons","av_tech","fireworks","kids_entertainment","catering","cake","dessert_table","bar_service","food_truck","flowers","decor","balloons","event_rentals","marquee","signage","planner","mc","vofely","officiant","ceremony","coaching","legal","attire","bridal_bespoke","bridal_rental","bridesmaid","mother_of_bride","menswear","shoes","lingerie","jewelry","accessories","alterations","stylist","hair","makeup","beauty","nails","henna","invitations","calligraphy","guestbook","favors","registry","transport","carriage","service_staff","rehearsal_dinner","bridal_shower","honeymoon_travel","other"],"type":"string"},"group":{"description":"Top-level category: venues, photo_video, music_entertainment, … Use this for \"any venue\" / \"a photographer\".","enum":["venues","photo_video","music_entertainment","food_drink","flowers_decor","planning_ceremony","fashion","beauty","paper_gifts","guest_logistics","other_group"],"type":"string"},"locale":{"default":"en","description":"Language for labels and copy. Use \"hu\" when the user writes Hungarian.","enum":["en","hu"],"type":"string"},"max_price_huf":{"description":"Budget ceiling in HUF. Vendors with no published price are still returned.","maximum":100000000,"minimum":0,"type":"integer"},"min_capacity":{"description":"Minimum seated guests (venues). Venues with no stated capacity are still returned.","maximum":5000,"minimum":1,"type":"integer"},"page":{"default":1,"description":"1-based page, 10 results per page.","maximum":50,"minimum":1,"type":"integer"},"query":{"description":"Free-text match on the vendor name or tagline, e.g. \"Makay\" or \"vintage\". Leave empty to browse.","maxLength":120,"type":"string"},"style":{"description":"Wedding style the vendor works in (boho, rustic, classic, modern, glamour, folk_hu…). One style per search.","enum":["classic","elegant","romantic","rustic","vintage","boho","greenery","garden","modern","minimal","glamour","industrial","folk_hu"],"type":"string"}},"type":"object"},"name":"search_vendors"},{"description":"Latido's planning checklist (Hungarian legal steps included: szándékbejelentés, documents, witnesses, name change), scheduled to a wedding date: every item with its phase, category and due date, compressed proportionally when the runway is shorter than 12 months. Filter by phase (start/book/shape/finish/week/after) and depth (essentials ≈27 · core ≈93 · everything ≈115). Use for \"what should we be doing now\" questions.","inputSchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"ceremony":{"default":"undecided","description":"civil | church | abroad | undecided — gates the Hungarian paperwork items.","enum":["civil","church","abroad","undecided"],"type":"string"},"depth":{"default":"core","enum":["essentials","core","everything"],"type":"string"},"locale":{"default":"en","description":"Language for labels and copy. Use \"hu\" when the user writes Hungarian.","enum":["en","hu"],"type":"string"},"phase":{"description":"Only this phase.","enum":["start","book","shape","finish","week","after"],"type":"string"},"planning_started":{"description":"When planning began (YYYY-MM-DD); defaults to today. Sets how much the 12-month template is compressed.","pattern":"^\\d{4}-\\d{2}-\\d{2}$","type":"string"},"wedding_date":{"description":"YYYY-MM-DD. Without it, items come in order but undated.","pattern":"^\\d{4}-\\d{2}-\\d{2}$","type":"string"}},"type":"object"},"name":"wedding_checklist"}]},"body_sha256":"262cf61b2d7f9304a84b168ec52a0ce79a970f9b3ebaabbfd8d7f32a02566b5e","prev_id":null,"leaf":"0x6cc8e4031fb7640074e6465e08b2d0312a6472a08dba7ae0bf4c6f4a71f94077","leaf_text":"{\"body\":\"262cf61b2d7f9304a84b168ec52a0ce79a970f9b3ebaabbfd8d7f32a02566b5e\",\"id\":383520,\"kind\":\"mcp.tools\",\"method\":\"probe.mcp/1\",\"observed_us\":1793060003680306,\"prev\":null,\"subject\":\"a3e9604e-7e8c-4040-bbac-a68f5f133b5c\",\"subject_kind\":\"endpoint\"}","day":null,"proof":[]}