MCP Server
SnowSure — Snow & Ski
ai.snowsure/snow
What this MCP does
Provides live ski resort snow conditions, multi-model forecasts, powder rankings, and resort answers.
Capabilities
Tools
47
tools
ask_snowdata
Ask SnowSure
Text-only Q&A grounded in SnowSure data (~1s). Use for open-ended questions, terrain %, expert-run counts, advice, AND specifically: El Niño / ENSO / 2026-27 winter outlook (or call get_elnino_signal / get_elnino_rankings), head-to-head resort comparisons (annual snowfall, vertical drop, base/summit elevation, skiable area — "which has more snowfall, Niseko or Whistler"), season-opening norms ("which resort typically opens earliest", "usually open by Thanksgiving"), glacier / year-round skiing, and factual resort & geography trivia (what country/state/island a resort is in, named runs like Corbet's Couloir, records like the highest chairlift). NEVER use for photo/gallery/picture requests (→ get_resort_photos) or resort guide cards (→ get_resort_info). Does NOT render UI cards.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['question'], 'properties': {'format': {'enum': ['markdown', 'json'], 'type': 'string', 'description': 'Response shape: markdown (default) or json'}, 'locale': {'enum': ['en', 'es', 'fr', 'de', 'it', 'ja'], 'type': 'string', 'description': 'Response language (default: en)'}, 'question': {'type': 'string', 'description': 'Natural-language question about snow or a resort'}, 'partnerId': {'type': 'string', 'description': 'Client hint for tailored guidance: claude, chatgpt, cursor, perplexity'}, 'hemisphere': {'enum': ['nh', 'sh'], 'type': 'string', 'description': 'Optional hemisphere hint when not resort-scoped'}, 'resortSlug': {'type': 'string', 'description': 'Optional resort slug to scope the answer (e.g. jackson-hole)'}}}
Output schema
{'type': 'object', 'required': ['markdown'], 'properties': {'answer': {'type': 'string'}, 'intent': {'type': 'string'}, 'queryId': {'type': 'string'}, 'evidence': {'type': 'array', 'items': {'type': 'object', 'required': ['kind', 'id', 'title', 'summary'], 'properties': {'id': {'type': 'string'}, 'kind': {'type': 'string'}, 'title': {'type': 'string'}, 'summary': {'type': 'string'}}, 'additionalProperties': False}}, 'markdown': {'type': 'string', 'description': 'Human-readable markdown summary (required for ChatGPT Instant mode).'}, 'confidence': {'type': 'string'}, 'generatedAt': {'type': 'string'}, 'sourceLabel': {'type': 'string'}, 'answerSource': {'type': 'string'}}, 'additionalProperties': True}
book_lodging
Find lodging & booking link
Lodging near a resort via LUXSKI for the signed-in user. With a specific `hotelName` + checkIn + checkOut it PREBOOKS a live rate and returns a LUXSKI checkout URL to complete payment (we hold the rate + attribute the booking; we never charge). Without those it returns availability + a booking link. Requires a SnowSure user access token (OAuth). Payment always completes on LUXSKI.
Open world
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'guests': {'type': 'number', 'description': 'Number of adults, optional'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}, 'checkIn': {'type': 'string', 'description': 'Check-in date (YYYY-MM-DD)'}, 'checkOut': {'type': 'string', 'description': 'Check-out date (YYYY-MM-DD)'}, 'hotelName': {'type': 'string', 'description': 'Specific hotel to prebook (from find_powder_trips / search). With dates → returns a checkout URL.'}, 'powderEventId': {'type': 'string', 'description': 'Optional powder-event id to attribute the booking to'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
compare_forecasts
Compare forecast models
Compare snow forecasts across 7 weather models (ECMWF, GFS, GEM, JMA, ICON, Météo-France, Met Norway) for a resort. Shows model agreement and uncertainty. Use for forecast reliability queries. The model table and days 8–14 need SnowSure Pro, or a favourite resort when signed in; otherwise this returns the seven-day blend alone.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
compare_passes
Compare ski passes
Compare ski passes on price, resort coverage, and value — the tool for "which season pass includes <resort> — Epic or Ikon?" (pass resortSlugs=[<resort>]). Optionally pass resortSlugs you plan to ski and tripDays to see which pass covers them and whether it beats buying window lift tickets.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'passIds': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Passes to compare (default: all). e.g. ["epic-pass","ikon-pass"]'}, 'tripDays': {'type': 'number', 'description': 'Total days you plan to ski (for the value calc)'}, 'resortSlugs': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Resorts you plan to ski — used for coverage scoring'}, 'dailyTicketUsd': {'type': 'number', 'description': 'Override the assumed window ticket rate (default $185)'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
compare_resorts
Compare resorts
Compare 2–4 resorts side by side across snow, terrain, and live conditions — every value comes from the SnowSure conditions resolver/contract. Use for head-to-head stat questions phrased as either/or: "which gets more average annual snowfall, X or Y", "which has the greater vertical drop / higher base or summit elevation / bigger skiable area, X or Y", "which typically opens earlier, X or Y". Optionally restrict to specific dimensions.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['slugs'], 'properties': {'slugs': {'type': 'array', 'items': {'type': 'string'}, 'description': '2–4 resort slugs to compare, e.g. ["verbier","val-disere"]'}, 'dimensions': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Optional subset of: score, status, depth, snowfall24h, forecast14d, lifts, runs, snowQuality, base, summit, terrainBeginner, terrainIntermediate, terrainAdvanced, vertical, longestRun'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
find_best_powder
Find fresh powder
Find resorts with the freshest powder snow right now. Returns resorts sorted by 24-hour snowfall. Use for "where is it snowing?" or "fresh powder" queries.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Number of results (default: 10)'}, 'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa'], 'type': 'string', 'description': 'Filter by region'}, 'minSnowfall': {'type': 'number', 'description': 'Minimum 24h snowfall in cm to include (default: 5)'}}}
Output schema
{'type': 'object', 'required': ['markdown', 'title', 'updatedAt', 'resorts'], 'properties': {'title': {'type': 'string'}, 'resorts': {'type': 'array', 'items': {'type': 'object', 'required': ['rank', 'name', 'slug', 'country', 'isOpen', 'url'], 'properties': {'url': {'type': 'string'}, 'name': {'type': 'string'}, 'rank': {'type': 'number'}, 'slug': {'type': 'string'}, 'isOpen': {'type': 'boolean'}, 'region': {'type': 'string'}, 'country': {'type': 'string'}, 'imageUrl': {'type': 'string'}, 'baseDepthCm': {'type': 'number'}, 'forecast7dCm': {'type': 'number'}, 'newSnow24hCm': {'type': 'number'}, 'forecast14dCm': {'type': 'number'}, 'snowSureScore': {'type': 'number'}, 'snowSureRating': {'type': 'string'}, 'forecastHorizonDays': {'type': 'number'}}, 'additionalProperties': True}}, 'markdown': {'type': 'string', 'description': 'Human-readable markdown summary (required for ChatGPT Instant mode).'}, 'subtitle': {'type': 'string'}, 'updatedAt': {'type': ['string', 'null'], 'description': 'Oldest data time among the listed resorts (ISO-8601); null when none carries one. Never request time.'}}, 'additionalProperties': True}
find_flights_to_powder
Flights to the powder
Complete the trip: from a resort, find the nearest gateway airport(s) and get flight-search links from your home airport. The "get there" leg of the funnel — pair with find_best_powder / find_powder_trips (find fresh snow) → this → book_lodging (stay). Args: resort (slug, required — use search_resorts to resolve a name), optional origin (your home-airport IATA like DEN, or a city name).
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'origin': {'type': 'string', 'description': 'Your departure airport IATA (e.g. DEN, LHR) or a city name. Optional — omit for an origin-less flight search.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
find_pass_resorts
Resorts on a ski pass
List the resorts on a ski pass, optionally filtered to a region — answers "is <resort> on the Ikon Pass" and "what resorts does the Epic Pass include". Returns names + SnowSure slugs you can pass to get_resort.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['passId'], 'properties': {'passId': {'type': 'string', 'description': 'Pass id, e.g. ikon-pass'}, 'region': {'type': 'string', 'description': 'Optional region filter (matches the pass’s region labels)'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
find_powder_trips
Find bookable powder trips
Powder trips you can BOOK: ranks resorts by their 14-day forecast (best chance of fresh snow in the bookable window) and returns handpicked luxury ski hotels at each — "where to go AND where to stay". Use for "where should I book for powder", "best powder trip this month", "book a ski trip with good snow coming". Optional vibe filter (lux | hip) shows only hotels handpicked into that tier; SnowSure shows Lux and Hip stays only. Each hotel carries an attribution-tagged booking link; booking completes on LUXSKI.
Read only
Open world
Idempotent
Input schema
{'type': 'object', 'properties': {'pass': {'type': 'string', 'description': 'Only resorts on this multi-resort pass, by SnowSure pass id: ikon-pass, epic-pass, indy-pass, mountain-collective, …'}, 'vibe': {'enum': ['lux', 'hip'], 'type': 'string', 'description': 'Only show handpicked hotels in this tier: lux or hip'}, 'limit': {'type': 'number', 'description': 'Number of destinations (default: 5)'}, 'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa'], 'type': 'string', 'description': 'Filter destinations by region'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
find_resorts_by_criteria
Filter resorts by criteria
Find resorts matching specific criteria like minimum snow depth, elevation range, number of runs, or SnowSure rating. Advanced filtering for trip planning.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Max results (default: 20)'}, 'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa'], 'type': 'string', 'description': 'Filter by region'}, 'country': {'type': 'string', 'description': 'Filter by country'}, 'minRuns': {'type': 'number', 'description': 'Minimum number of ski runs'}, 'minDepth': {'type': 'number', 'description': 'Minimum snow depth in cm'}, 'minScore': {'type': 'number', 'description': 'Minimum SnowSure score (0-100)'}, 'minElevation': {'type': 'number', 'description': 'Minimum summit elevation in meters'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_avalanche
Avalanche bulletin
Current avalanche danger bulletin for a resort's forecast zone (US, Canada, Switzerland in v1), relayed from the official warning service with the issuer + link. Returns 'no bulletin' when there's no forecast service for the area or it's off-season. NOT a substitute for the official bulletin or avalanche training.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_destination
Destination hub
Multi-mountain destination hub (Niseko, Chamonix, Aspen Snowmass umbrella) with a table of member ski areas. Use ONLY when the user names the hub itself — NOT for photo gallery (→ get_resort_photos on a specific mountain slug) and NOT for resort guide cards (→ get_resort_info).
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Destination slug (e.g. niseko, chamonix, hakuba, aspen-snowmass) or alias like "hakuba valley"'}, 'limit': {'type': 'number', 'description': 'Max member resorts to return (default 12)'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_elnino_rankings
El Niño rankings
Ranked El Niño ski resorts from SnowSure's 30-year fleet table. Filter by region (south-america, north-america, europe, asia, oceania) or tier (A prime / B favored / C ENSO-proof / D late bloomer / E timing play). Use for 'best El Niño resorts in Europe', 'where will it snow most in 2026-27', 'is El Niño good for the Alps'.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'tier': {'type': 'string', 'description': 'Optional tier letter or label: A/prime, B/favored, C/enso-proof, D/late bloomer, E/timing.'}, 'limit': {'type': 'number', 'description': 'How many resorts to return (default 10, max 50).'}, 'region': {'type': 'string', 'description': 'Optional region: south-america, north-america, europe, asia, oceania, or colloquial (andes, alps, japan, rockies).'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_elnino_signal
El Niño resort signal
Resort-level El Niño / ENSO outlook from SnowSure's 30-year fleet dataset (559 ranked resorts). Returns rank, tier, strong/all-event signal, analog winters ('97-98, '15-16, '23-24), forecast paragraph, methodology note, and in-season scorecard when live. Use for ANY El Niño, ENSO, or 2026-27 winter-outlook question about a named resort. A pattern, not a promise — n=3 disclosed; D/E tiers are timing plays.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_insights
SnowSure insights
Get categorized SnowSure intelligence insights (not just snow totals). The last_season category is the one to reach for on retrospective questions — how a finished season compared to its 5yr norm, who led it, where the models were trustworthy. Also covers model accuracy by region, longest dry spell, and trend pulse. Insights are hemisphere-scoped narrative cards; when the question names a specific state, province, country or region and wants a ranked list, use get_season_leaderboard instead. Filter by category or insightType=intelligence to skip simple leaderboards.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'scope': {'enum': ['snapshot', 'global'], 'type': 'string', 'description': 'snapshot = one hemisphere; global = both hemispheres.'}, 'category': {'enum': ['live_conditions', 'current_season', 'last_season', 'forecast_trust', 'patterns', 'snowsure_index', 'ground_truth', 'season_calendar'], 'type': 'string', 'description': 'Single insight category id from list_insight_categories. Omit to return all categories.'}, 'hemisphere': {'enum': ['nh', 'sh'], 'type': 'string', 'description': 'Northern (nh) or southern (sh) hemisphere. Defaults to nh.'}, 'insightType': {'enum': ['data', 'intelligence'], 'type': 'string', 'description': 'data = leaderboards only; intelligence = analysis cards (recommended).'}}, 'description': 'All fields optional. Call list_insight_categories first, then pass one category id here.', 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_ml_trends
ML/AI trends
Fetch SnowSure-unique ML/AI trend datasets from the public REST API. Use for powder-day leaders, bluebird-day leaders, bluebird predictions, improving/stable/declining score pulse, per-model accuracy weights, daily SnowSure score component history, ML extended outlook (days 8–14), global forecast trust, and powder/bluebird event logs. Start with dataset=catalog. Its leaderboards read CURRENT-season counters and are global — they take no season and no country/state filter. For a past season, or for any ranking scoped to a state, province, country or region ("most snow days in Maine last season", "rank BC resorts by season snowfall"), use get_season_leaderboard instead. Prefer get_insights for narrative intelligence cards; use this for raw rankings and time series.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['dataset'], 'properties': {'days': {'type': 'number', 'description': 'Lookback days for score_components (default 30, max 365).'}, 'slug': {'type': 'string', 'description': 'Resort slug — required for score_components, vs_last_year, and season_stats; optional for extended_outlook (per-resort).'}, 'limit': {'type': 'number', 'description': 'Max rows for leaderboards or snow_events (default 25, max 100).'}, 'minCm': {'type': 'number', 'description': 'Minimum ML days 8–14 snow (cm) when dataset=extended_outlook leaderboard (default 0).'}, 'stats': {'type': 'boolean', 'description': 'When dataset=snow_events, return season aggregates instead of events.'}, 'resort': {'type': 'string', 'description': 'Resort slug filter when dataset=snow_events.'}, 'dataset': {'enum': ['catalog', 'powder_days', 'bluebird_days', 'bluebird_predictions', 'trend_summary', 'model_accuracy', 'score_components', 'vs_last_year', 'season_stats', 'forecast_disagreement', 'extended_outlook', 'forecast_trust', 'snow_events'], 'type': 'string', 'description': 'Trend dataset to fetch. catalog lists all endpoints; powder_days / bluebird_days = season leaderboards; score_components needs slug.'}, 'openOnly': {'type': 'boolean', 'description': 'When dataset=extended_outlook, filter to open resorts only (default true).'}, 'eventType': {'enum': ['powder_day', 'bluebird_day'], 'type': 'string', 'description': 'Filter snow_events by event type.'}, 'minSpread': {'type': 'number', 'description': 'Minimum 14d model spread (cm) when dataset=forecast_disagreement (default 5).'}}, 'description': 'dataset is required. slug required for score_components; resort optional for snow_events.', 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_monthly_snow
Typical snow by month
Typical snow for a resort MONTH BY MONTH, from ~30 years of ERA5 reanalysis — average snowfall, snow days, base and peak depth, and biggest storm, plus per-season totals. Use for date-choosing questions: 'what is February usually like at Vail', 'when should I go', 'is January or March better'. This is HISTORY, not a forecast and not a prediction — for the next 14 days use get_weather_forecast, and for right now use get_resort. Months with too little history are withheld rather than shown thin; every month returned carries yearsTracked so you can cite the evidence.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_my_snow_report
My personalized snow report
Personalized snow report for the signed-in user's saved resorts — live conditions for each, ranked best-first (open resorts with the freshest snow on top). Requires a SnowSure user access token (OAuth).
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_operating_risk
Lift-operation risk
Will the lifts run? A 48-hour operating-risk estimate from the Open-Meteo forecast — wind-hold (gusts), visibility, cold (wind-chill), and heavy-snow control delays. Modeled guidance, NOT the resort's own operating decision — always check live lift status.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_pass
Ski pass details
Details for a multi-resort ski pass (Epic, Ikon, Mountain Collective, …): operator, season pricing tiers, destination count, regions, and the buy link.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['passId'], 'properties': {'passId': {'type': 'string', 'description': 'Pass id, e.g. epic-pass, ikon-pass, mountain-collective'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_powder_reels
Powder Reels storm timelapses
Powder Reels — SnowSure archived storm timelapses with verified accumulation data burned into the frames ("Proof of Powder"). Use for "how much did it snow at X last night", "show me the storm at Alta", "biggest powder days this season", or any request for storm footage / timelapse / receipts. Returns reels newest-first with watch links.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'date': {'type': 'string', 'description': 'Optional storm date (YYYY-MM-DD) — requires resort'}, 'slug': {'type': 'string', 'description': 'Same as `resort`: pass either one.'}, 'limit': {'type': 'number', 'description': 'Number of reels to return (default: 5, max: 20)'}, 'resort': {'type': 'string', 'description': 'Optional resort slug or name to filter, e.g. "alta" or "Portillo".'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_regional_summary
Regional snow summary
Get a summary of snow conditions across an entire region or country with statistics and top resorts.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa', 'alps', 'rockies', 'japan'], 'type': 'string', 'description': 'Geographic region to summarize, e.g. alps or japan.'}, 'country': {'type': 'string', 'description': 'Exact country name when region is too broad, e.g. "Switzerland" or "Japan".'}}, 'description': 'Provide region or country (at least one). Region is preferred for multi-country areas.', 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_resort
Live snow & forecast
Single-resort data with a REQUIRED card parameter that picks the interactive UI. card=guide → resort info card (elevation, lifts, season dates). card=photos → photo gallery carousel. card=snow → snow conditions card (score, base depth, forecast). card=full → detailed markdown only, no card. "Resort guide" → card=guide. "Photos/gallery" → card=photos. "Conditions/forecast" / "is it open right now, base depth, lifts open of total" → card=snow (open status, base depth, and lifts open of total). Prefer get_resort_info / get_resort_photos when available (same cards).
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['card'], 'properties': {'card': {'enum': ['snow', 'guide', 'photos', 'full'], 'type': 'string', 'description': 'UI card type: guide (resort info), photos (gallery carousel), snow (conditions), full (text only)'}, 'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'required': ['markdown'], 'properties': {'resort': {'type': 'object', 'description': 'Structured resort payload for inline widget rendering.', 'additionalProperties': True}, 'markdown': {'type': 'string', 'description': 'Human-readable markdown summary (required for ChatGPT Instant mode).'}}, 'additionalProperties': True}
get_resort_info
Resort guide card
INTERACTIVE RESORT GUIDE CARD (Resort Info sidebar UI) — elevation, vertical, lifts, runs, skiable acres, average snowfall, season dates, ski passes, editorial description, hero/gallery carousel. REQUIRED when the user asks for: resort guide, mountain profile, resort info, lifts/runs/vertical/skiable area, season dates, ski passes, or "tell me about the mountain" (non-weather). Answers single-resort stat questions: base/summit elevation, vertical drop, skiable area, average annual snowfall. Examples: "Aspen Mountain resort guide", "how many lifts at Jackson Hole", "what is the base elevation at Arapahoe Basin". For X-vs-Y stat questions use compare_resorts. Do NOT use get_resort (that shows the snow conditions card).
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'required': ['markdown'], 'properties': {'resort': {'type': 'object', 'description': 'Structured resort payload for inline widget rendering.', 'additionalProperties': True}, 'markdown': {'type': 'string', 'description': 'Human-readable markdown summary (required for ChatGPT Instant mode).'}}, 'additionalProperties': True}
get_resort_photos
Resort photo gallery
INTERACTIVE PHOTO GALLERY CAROUSEL — official SnowSure resort photos (hero + Sanity gallery). REQUIRED for: photos, pictures, images, gallery, "show me photos of Vail/Aspen". Never use web search or inline images — call this tool. Do NOT use get_destination, get_resort_info, or ask_snowdata for photo requests.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'required': ['markdown'], 'properties': {'resort': {'type': 'object', 'description': 'Structured resort payload for inline widget rendering.', 'additionalProperties': True}, 'markdown': {'type': 'string', 'description': 'Human-readable markdown summary (required for ChatGPT Instant mode).'}}, 'additionalProperties': True}
get_road_access
Road & chain control
Driving access for a resort — answers "do I need chains to get to <resort>" and "is the road to <resort> open": a SnowSure drive call, feeder-city Saturday drive times on the PGRI pilot, plus chain-control / mountain-pass / road-surface conditions on nearby highways (California via Caltrans, Washington via WSDOT, Oregon via ODOT TripCheck, Montana via MDT 511, Wyoming via WYDOT 511, Colorado via CDOT, Utah via UDOT, British Columbia via DriveBC, Ontario via Ontario 511, New England via Compass C2C, Virginia via VDOT 511, New Zealand via NZTA). Returns 'no road data' outside the covered area. Links to the official DOT map; the resort's road status is authoritative.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_road_cameras
Road cameras
Live roadside DOT/CCTV camera stills on the highways near a resort — shows what the drive actually looks like right now (California via Caltrans, Washington via WSDOT, Mount Rainier NP via NPS, Oregon via ODOT TripCheck, Montana via MDT 511, Wyoming via WYDOT 511, Utah via UDOT, British Columbia via DriveBC, Maryland via CHART/iMAP, New England via Compass C2C, Virginia via VDOT 511, New Zealand via NZTA, Alpine Europe via NAPSPAN). Distinct from resort webcams. Returns 'no road cameras' outside the covered area; each camera includes a live image URL.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_road_weather
Roadside weather
Measured roadside weather (RWIS) on the highways near a resort — surface + air temperature, visibility, wind, precipitation (Colorado via CDOT, Washington via WSDOT, Oregon via ODOT TripCheck RWIS, Montana via MDT 511, Wyoming via WYDOT 511, Utah via UDOT, New England via Compass C2C). Sensor data on the actual road, distinct from the modeled get_operating_risk. Returns 'no road weather' outside the covered area.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_season_leaderboard
Season leaderboard by place
Rank resorts by how a season actually went, scoped to a place. This is the tool for "which <place> resort had the most <metric> last season" — the single most common retrospective question agents ask. Scope by state or province (Maine, Montana, Wyoming, British Columbia, Hokkaido, Nagano, Valais, Tyrol), by country (Switzerland, Japan, Canada), or by region (north-america, europe, asia, oceania, south-america, or a colloquial range: alps, andes, rockies, scandinavia). Metrics: snow_days, total_cm, powder_days, bluebird_days, max_storm (biggest single 24h snowfall, with the date it fell), peak_depth, longest_dry_spell. Covers 30 seasons back to 1996, so it answers historical and multi-season questions too, not just last season. Season accepts 2025, "2025-26", 2026, or "last" and resolves them all to the same season. Backed by ERA5 reanalysis across the full season window, so figures cover the entire season rather than only the days SnowSure has been live. Use get_snow_history for ONE resort's own history, get_monthly_snow for typical month-by-month climatology, and get_snow_report or find_best_powder for conditions RIGHT NOW.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'How many resorts to return (default 10, max 50).'}, 'state': {'type': 'string', 'description': 'State, province or equivalent: Maine, Montana, British Columbia, Hokkaido, Valais, Tyrol.'}, 'metric': {'enum': ['snow_days', 'total_cm', 'powder_days', 'bluebird_days', 'max_storm', 'peak_depth', 'longest_dry_spell'], 'type': 'string', 'description': 'What to rank by. max_storm = biggest single 24-hour snowfall of the season.'}, 'region': {'type': 'string', 'description': 'north-america, europe, asia, oceania, south-america, or a colloquial range: alps, andes, rockies, scandinavia.'}, 'season': {'type': 'string', 'description': 'Season to rank. Accepts a year (2025), a label ("2025-26"), the ending year (2026), or "last"/"latest". Northern-hemisphere seasons are keyed on their starting year.'}, 'country': {'type': 'string', 'description': 'Country name, e.g. Switzerland or Japan.'}, 'hemisphere': {'enum': ['nh', 'sh'], 'type': 'string', 'description': 'Northern (nh, default) or southern (sh) hemisphere season.'}}, 'description': 'All fields optional. Defaults: metric=total_cm, hemisphere=nh, season=latest, limit=10, worldwide.', 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_season_openings
Season opening calendar
Resorts whose season OPENING DATE is a specific day — answers "what opens today?", "opening this week", or "which resorts start their season on June 27?". Returns only resorts scheduled or confirmed to open on that date, NOT all currently-open resorts. Prefer over get_southern_hemisphere_report for opening-day questions. This tool is date-scoped, so it is the wrong shape for two neighbouring questions: for a RANKED retrospective ("which resorts opened earliest for the 2025-26 season, top 6 by verified opening date"), use get_insights with category=season_calendar; for historical norms ("which resort typically opens earliest each season", "is X usually open by Thanksgiving"), use ask_snowdata.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'date': {'type': 'string', 'description': 'Opening date YYYY-MM-DD. Defaults to today (UTC).'}, 'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa', 'alps', 'rockies', 'japan'], 'type': 'string', 'description': 'Filter by region'}, 'country': {'type': 'string', 'description': 'Filter by country, e.g. Chile or New Zealand'}, 'hemisphere': {'enum': ['nh', 'sh'], 'type': 'string', 'description': 'Northern or Southern Hemisphere filter'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_snow_history
Resort snow history
One resort's own snowfall history: season totals, comparison to its 5-year and 30-year averages, and best months to visit. Scoped to a SINGLE resort — for "which resort in <state/country/region> led <metric> last season", use get_season_leaderboard instead.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_snow_report
Global snow report
Get the global snow report with top-ranked resorts by snow conditions. Returns resorts sorted by SnowSure score, forecast, or recent snowfall. Use this for "where has the best snow?" or "top ski resorts right now" queries.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'sort': {'enum': ['snowsure', 'forecast', 'recent', 'depth'], 'type': 'string', 'description': 'Sort order: snowsure (AI rating), forecast (14-day snow), recent (24h snowfall), depth (current base)'}, 'limit': {'type': 'number', 'description': 'Number of resorts to return (default: 10, max: 50)'}, 'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa'], 'type': 'string', 'description': 'Filter by region'}}}
Output schema
{'type': 'object', 'required': ['markdown', 'title', 'updatedAt', 'resorts'], 'properties': {'title': {'type': 'string'}, 'resorts': {'type': 'array', 'items': {'type': 'object', 'required': ['rank', 'name', 'slug', 'country', 'isOpen', 'url'], 'properties': {'url': {'type': 'string'}, 'name': {'type': 'string'}, 'rank': {'type': 'number'}, 'slug': {'type': 'string'}, 'isOpen': {'type': 'boolean'}, 'region': {'type': 'string'}, 'country': {'type': 'string'}, 'imageUrl': {'type': 'string'}, 'baseDepthCm': {'type': 'number'}, 'forecast7dCm': {'type': 'number'}, 'newSnow24hCm': {'type': 'number'}, 'forecast14dCm': {'type': 'number'}, 'snowSureScore': {'type': 'number'}, 'snowSureRating': {'type': 'string'}, 'forecastHorizonDays': {'type': 'number'}}, 'additionalProperties': True}}, 'markdown': {'type': 'string', 'description': 'Human-readable markdown summary (required for ChatGPT Instant mode).'}, 'subtitle': {'type': 'string'}, 'updatedAt': {'type': ['string', 'null'], 'description': 'Oldest data time among the listed resorts (ISO-8601); null when none carries one. Never request time.'}}, 'additionalProperties': True}
get_southern_hemisphere_report
Southern Hemisphere report
Get snow conditions for Southern Hemisphere ski resorts (Australia, New Zealand, Argentina, Chile) currently in season. Answers "is Perisher / Portillo / Valle Nevado open right now and what are the current conditions", "is the Australian ski season underway", and "which Southern Hemisphere region — the Andes, Australia, or NZ — has the best snow right now". Use for June–October SH ski queries. Prefers operator-verified data when available. Do NOT use for a specific opening DATE — use get_season_openings instead. Note that the SH is not the only place to ski in the northern summer: a handful of NH glaciers run summer or year-round operations (Zermatt/Matterhorn Ski Paradise skis all year; Passo dello Stelvio, Stryn and Galdhøpiggen run deep into autumn; Hintertux, Saas-Fee, Tignes, Les Deux Alpes and Timberline have dated summer windows that close). For those, call get_resort on the named glacier — summer windows are tracked per resort and a glacier being famous for summer skiing does not mean it is open today.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'sort': {'enum': ['snowsure', 'recent', 'depth'], 'type': 'string', 'description': 'Sort: snowsure (AI score), recent (24h snow), depth (base depth)'}, 'limit': {'type': 'number', 'description': 'Max resorts (default: 10)'}, 'country': {'enum': ['Australia', 'New Zealand', 'Argentina', 'Chile'], 'type': 'string', 'description': 'Optional country filter'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_storm_watch
Storm Watch
Storm Watch: named multi-day storm systems the models are flagging days ahead, grouped as one event across every resort in the path and ranked biggest first. Use for "is a storm coming", "what's the next big system", "where will it dump this week". Each event carries its window, the forecast total per resort, and a confidence tier (watching / likely / locked). FORECAST, NOT OBSERVATION — nothing here has fallen yet; use get_snow_report or find_best_powder for snow that already has. Returns no events when nothing is being watched, which is the normal state outside a storm cycle.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Maximum events to return (default 10, max 25).'}, 'region': {'type': 'string', 'description': 'Restrict to one scan region: north-america, europe, japan, south-america, oceania. Omit for every region.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_trip_window
Trip window odds
Historical odds for a SPECIFIC trip window at one resort — 'Whistler on March 27', 'Vail Jan 10–17'. From ~30 years of ERA5 monthly history it blends the window's months (weighted by days) into: the snow-day probability (the headline — for a short window how OFTEN it snows beats how MUCH falls in a season), window-scaled expected snowfall and typical base depth, the same window across the last 5 individual seasons, and the best nearby month (±1) by snow-day odds. Window max 31 days; dates are YYYY-MM-DD. This is HISTORY, not a forecast and not a prediction — for the next 14 days use get_weather_forecast, and for a whole-month question use get_monthly_snow. Windows with under 5 tracked seasons return insufficient rather than thin odds.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['start'], 'properties': {'end': {'type': 'string', 'description': 'Window end date, YYYY-MM-DD (defaults to start for a single day)'}, 'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'start': {'type': 'string', 'description': 'Window start date, YYYY-MM-DD'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_weather_forecast
Resort weather forecast
Get detailed day-by-day weather forecast for a resort including temperature, snowfall, wind, and conditions for each of the next 7 days — 14 with SnowSure Pro, or for a favourite resort when signed in.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'days': {'type': 'number', 'description': 'Number of days to forecast (default: 7, max: 14)'}, 'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
get_webcam_status
Resort webcams
Get live webcam links and status for a resort to see current on-mountain conditions visually — answers "show me the webcam / live cam at <resort>", "current conditions on camera", and named-cam lookups.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
list_alerts
List alert subscriptions
List the signed-in user's alert subscriptions. Requires a SnowSure user access token (OAuth).
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
list_insight_categories
List insight categories
List SnowSure insight categories (live conditions, current season, last season, forecast trust, patterns, SnowSure index, ground truth). Use before get_insights to choose a category filter. Lighter than raw leaderboards — retrospective and verification-backed cards.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {}, 'description': 'No arguments required.', 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
list_saved_resorts
List saved resorts
List the signed-in user's saved resorts. Requires a SnowSure user access token (OAuth); without one it returns an authorization-required error telling the agent how to connect.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
plan_ski_road_trip
Plan a ski road trip
Plan a multi-stop ski road trip: picks the top-scoring resorts in a region, orders them into a drivable route (nearest-neighbour, minimal backtracking), allocates your days across stops, estimates each driving leg, and folds in live conditions plus chain-control where covered. Args: region (required), days, optional pass.
Read only
Idempotent
Input schema
{'type': 'object', 'required': ['region'], 'properties': {'days': {'type': 'integer', 'maximum': 21, 'minimum': 2}, 'pass': {'type': 'string', 'description': 'Optional ski pass to limit stops (e.g. epic, ikon)'}, 'region': {'type': 'string', 'description': 'europe | north-america | asia | oceania | south-america | alps | rockies | japan | any'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
plan_ski_trip
Plan a ski trip
Get ski trip recommendations based on dates, preferences, and conditions. Suggests best resorts for a given time period.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'dates': {'type': 'string', 'description': 'When you plan to travel — month name or date range, e.g. "February" or "Jan 15-22".'}, 'level': {'enum': ['beginner', 'intermediate', 'advanced', 'expert'], 'type': 'string', 'description': 'Skier or snowboarder ability level.'}, 'region': {'enum': ['europe', 'north-america', 'asia', 'oceania', 'south-america', 'africa', 'any'], 'type': 'string', 'description': 'Preferred ski region. Defaults to worldwide (any).'}, 'priority': {'enum': ['powder', 'groomed', 'terrain-variety', 'short-lift-lines', 'apres-ski', 'family-friendly', 'budget'], 'type': 'string', 'description': 'Optional main trip priority (single value). Omit for best overall SnowSure score ranking.'}}, 'description': 'All fields are optional. Provide region and dates when possible for sharper recommendations.', 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
remove_saved_resort
Remove a saved resort
Remove a resort from the signed-in user's saved list. Requires a SnowSure user access token (OAuth).
Destructive
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
save_resort
Save a resort
Save a resort to the signed-in user's favorites. Requires a SnowSure user access token (OAuth). The slug must be a real SnowSure resort.
Idempotent
Input schema
{'type': 'object', 'properties': {'slug': {'type': 'string', 'description': 'Resort slug or name, e.g. "portillo" or "Portillo". Required unless `resort` is given.'}, 'resort': {'type': 'string', 'description': 'Same as `slug`: the resort slug or name. Pass either one.'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
search_resorts
Search resorts
Search for ski resorts by name, country, or region. Returns matching resorts with basic conditions. Use for "find resorts in [location]" or "search [name]" queries.
Read only
Idempotent
Input schema
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Maximum results to return (default: 20)'}, 'query': {'type': 'string', 'description': 'Search query - can be resort name, country, or partial match'}, 'country': {'type': 'string', 'description': 'Filter by exact country name (e.g., "Japan", "Switzerland", "United States")'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
subscribe_alerts
Subscribe to snow alerts
Subscribe the signed-in user to snow alerts. Requires a SnowSure user access token (OAuth). type: 'powder' (OBSERVED fresh snow >= thresholdCm in 24h), 'forecast' (the 14-day FORECAST clears thresholdCm within windowDays), 'trip' (a Powder Trip — a storm inside 14 days with a curated stay to book — at a resort you name, or on a pass via scope 'pass:ikon-pass' / 'pass:epic-pass' / 'pass:mountain-collective'; scope 'any' is not accepted for trips), 'opening' (resort opens for the season), or 'bluebird' (powder day then clear skies).
Input schema
{'type': 'object', 'required': ['type'], 'properties': {'type': {'enum': ['powder', 'opening', 'bluebird', 'forecast', 'trip'], 'type': 'string', 'description': 'Alert type'}, 'scope': {'type': 'string', 'description': "Resort slug, or 'any' for all resorts (default 'any'); for type 'trip' also 'pass:<pass-id>' (pass:ikon-pass, pass:epic-pass, pass:mountain-collective)"}, 'channel': {'enum': ['email', 'push'], 'type': 'string', 'description': 'Delivery channel (default email)'}, 'windowDays': {'type': 'number', 'description': 'forecast alerts only: scan the next N days of forecast (1–14, default 14)'}, 'thresholdCm': {'type': 'number', 'description': 'Snow threshold in cm — fresh-snow for powder (default 15), 14-day forecast total for forecast (default 30)'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
unsubscribe_alerts
Unsubscribe from alerts
Remove one of the signed-in user's alert subscriptions by id (from list_alerts). Requires a SnowSure user access token (OAuth).
Destructive
Idempotent
Input schema
{'type': 'object', 'required': ['id'], 'properties': {'id': {'type': 'string', 'description': 'Subscription id to remove'}}}
Output schema
{'type': 'object', 'properties': {'markdown': {'type': 'string', 'description': 'Human-readable markdown summary of the tool result (may be omitted when structuredContent carries a typed payload; content[0].text always has the prose).'}}, 'additionalProperties': True}
History
Recent tool changes
Changed
get_weather_forecast
Sept. 25, 2026, 3 a.m.
Changed
compare_forecasts
Sept. 25, 2026, 3 a.m.
Changed
find_best_powder
Sept. 23, 2026, 2:51 a.m.
Changed
get_snow_report
Sept. 23, 2026, 2:51 a.m.
Added
find_flights_to_powder
Sept. 17, 2026, 7:57 a.m.
Added
plan_ski_road_trip
Sept. 17, 2026, 7:57 a.m.
Added
get_road_weather
Sept. 17, 2026, 7:57 a.m.
Added
get_road_cameras
Sept. 17, 2026, 7:57 a.m.
Added
get_road_access
Sept. 17, 2026, 7:57 a.m.
Added
get_operating_risk
Sept. 17, 2026, 7:57 a.m.
Added
get_avalanche
Sept. 17, 2026, 7:57 a.m.
Added
get_storm_watch
Sept. 17, 2026, 7:57 a.m.
Added
get_my_snow_report
Sept. 17, 2026, 7:57 a.m.
Added
compare_resorts
Sept. 17, 2026, 7:57 a.m.
Added
compare_passes
Sept. 17, 2026, 7:57 a.m.
Added
find_pass_resorts
Sept. 17, 2026, 7:57 a.m.
Added
get_pass
Sept. 17, 2026, 7:57 a.m.
Added
book_lodging
Sept. 17, 2026, 7:57 a.m.
Added
unsubscribe_alerts
Sept. 17, 2026, 7:57 a.m.
Added
list_alerts
Sept. 17, 2026, 7:57 a.m.
Added
subscribe_alerts
Sept. 17, 2026, 7:57 a.m.
Added
remove_saved_resort
Sept. 17, 2026, 7:57 a.m.
Added
save_resort
Sept. 17, 2026, 7:57 a.m.
Added
list_saved_resorts
Sept. 17, 2026, 7:57 a.m.
Added
get_destination
Sept. 17, 2026, 7:57 a.m.
Added
get_ml_trends
Sept. 17, 2026, 7:57 a.m.
Added
get_insights
Sept. 17, 2026, 7:57 a.m.
Added
list_insight_categories
Sept. 17, 2026, 7:57 a.m.
Added
get_regional_summary
Sept. 17, 2026, 7:57 a.m.
Added
get_webcam_status
Sept. 17, 2026, 7:57 a.m.
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