# SnowData, Live Snow Muse connector From musedirectory.ai, the independent directory of Meta Muse connectors. Not affiliated with Meta. ## SnowData, Live Snow Live snow reports, forecasts, and powder search for 430+ ski resorts worldwide with trip planning and booking. - Record: https://musedirectory.ai/connector/snowdata-live-snow - Category: Travel - Developer: SnowData (https://www.snowdata.ai) - Muse status: Extra setup. Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse. - Health: Working, 4429ms, checked 2026-09-28T09:15:50Z - Endpoint: https://mcp.snowdata.ai/ - Auth: No account needed; Pricing: unknown - Screening: Screened, no issues found (2026-09-24T07:01:11Z) - Source: Found in the official MCP Registry (ai.snowdata/live-snow) https://registry.modelcontextprotocol.io/v0/servers?search=ai.snowdata%2Flive-snow Connects to verified snow data for 430+ ski resorts globally. Muse can find current conditions and 14-day forecasts, search for fresh powder, compare resorts, plan trips by date and ability, book lodging, and track El Niño patterns for seasonal outlooks. Example request: "Show me where it's snowing right now and help me book a powder trip to the best resort this weekend." How to connect: Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use SnowData, Live Snow to help me. It is a free service with an MCP server at https://mcp.snowdata.ai/. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer. Tools: - ask_snowdata: 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, vertic - get_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. - get_powder_reels: 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 / timelap - get_resort_info: 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/ - get_resort_photos: 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 a - get_resort: 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 onl - 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. - find_best_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. - find_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 - compare_forecasts: 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; - get_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. - find_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. - get_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 - get_season_openings: 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_he - get_season_leaderboard: Rank resorts by how a season actually went, scoped to a place. This is the tool for "which resort had the most last season" — the single most common retrospective question agents ask. Scope by state or province (Maine, Montana, Wyoming, British Columbia, Hokkaido - get_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 led last season", use get_season_leaderboard instead. - get_monthly_snow: 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 - get_trip_window: 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 - get_elnino_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 - get_elnino_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 - plan_ski_trip: Get ski trip recommendations based on dates, preferences, and conditions. Suggests best resorts for a given time period. - get_webcam_status: Get live webcam links and status for a resort to see current on-mountain conditions visually — answers "show me the webcam / live cam at ", "current conditions on camera", and named-cam lookups. - get_regional_summary: Get a summary of snow conditions across an entire region or country with statistics and top resorts. - 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. - get_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 - get_ml_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) - get_destination: 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). - 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. - save_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. - remove_saved_resort: Remove a resort from the signed-in user's saved list. Requires a SnowSure user access token (OAuth). - subscribe_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 cur - list_alerts: List the signed-in user's alert subscriptions. Requires a SnowSure user access token (OAuth). - unsubscribe_alerts: Remove one of the signed-in user's alert subscriptions by id (from list_alerts). Requires a SnowSure user access token (OAuth). - book_lodging: 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 availabili - get_pass: Details for a multi-resort ski pass (Epic, Ikon, Mountain Collective, …): operator, season pricing tiers, destination count, regions, and the buy link. - find_pass_resorts: List the resorts on a ski pass, optionally filtered to a region — answers "is on the Ikon Pass" and "what resorts does the Epic Pass include". Returns names + SnowSure slugs you can pass to get_resort. - compare_passes: Compare ski passes on price, resort coverage, and value — the tool for "which season pass includes — Epic or Ikon?" (pass resortSlugs=[]). Optionally pass resortSlugs you plan to ski and tripDays to see which pass covers them and whether it beats buying window li - 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 verti - get_my_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). - get_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, Screening checks: - MCP handshake: pass (Answered in 435ms) - Domain against threat feeds (Cloudflare security DNS): pass (mcp.snowdata.ai, www.snowdata.ai not flagged) - Published packages against the OSV malicious-package database: n/a (No npm or PyPI package published) - Hidden instructions or invisible characters in tool text: pass (47 tools read, nothing found) - Inputs asking for passwords, card numbers or seed phrases: pass (None found) - Domain and redirects: pass (Domain registered 114 days ago) - AI review of purpose and tool behavior: pass (No concerns)