Snow forecasts, lift status, season history, costs and AI ski trip planning for Europe
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Scored across 23 tools
Most tools have clearly distinct lanes: resort discovery, live conditions, forecasts, trip planning, and booking. A few pairs like watch_resort vs start_powder_alert and conditions vs open_outlook vs snow_forecast could cause misselection, though the descriptions do make deliberate distinctions.
The naming is mostly consistent: data/information tools use noun phrases (conditions, snow_forecast, trip_status) and actions use verb_noun compounds (find_resorts, plan_trip, choose_path). Minor deviations like getting_there and where_to_ski break the otherwise predictable pattern, but the overall style is coherent.
At 23 tools, the server covers a broad ski-trip domain and each tool has a real purpose, but the count sits in the heavy 16-25 range. An agent must manage many near-adjacent weather and planning tools, so the set feels large even if not bloated.
The surface covers the core journey well: resort research, live and forecast snow data, trip planning, and booking entry points. The main gaps are explicit trip management operations like listing or cancelling trips and post-booking management, but agents can work around these using trip_status and external booking URLs.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
start_powder_alertresort_writeupskier_noteswatch_resortmountain_factsseason_fortnightswhere_to_ski1 field changedInput schema / properties / presetAdded value: +{
+ "default": "",
+ "title": "Preset",
+ "type": "string"
+}open_outlookbooking_optionschoose_pathconditionsdaily_snowfind_resortsgetting_thereopen_bookingplan_tripresort_mediaseason_historysnow_forecasttell_skymtrip_coststrip_statuswebcamswhere_to_skiSki resort conditions, forecasts, avalanche danger, sun, routes and snow history for 5,000+ resorts.
Live ski snow, multi-model forecasts, powder rankings & a grounded Answer Engine for 500+ resorts.
Live ski lift status for 260+ resorts from their own lift boards, with snow, weather and webcams.
Live verified resort snow, forecasts, powder search, trip planning & grounded Q&A for 430+ resorts.
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