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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Veabird: ski & beach trip planner

Ski & beach trip planning: resort matching, snow and sargassum forecasts, lodging and flights.

Checks passed
15 / 22

0 failed · 7 not measured

Median response
208 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
19

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 175 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name veabird.

  • Pass
    Lists tools

    tools/list returned 19 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 208 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 237 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    68 of 77 parameters have a description (88%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-01T15:55:11.729366Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Veabird: ski & beach trip planner

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http veabird-ski-beach-trip-planner https://veabird.com/mcp

Capabilities

Tools 19

beach_conditions

Full conditions for one beach resort on one date: 0-100 beach score with per-metric scores, sargassum, weather, water temperature, waves and rip currents, UV, crowds, hurricane risk, holidays. For today, also live conditions and alerts. Days 0-15 are forecasts, later dates climate outlooks.

Discovered
better_nearby_beaches

For a beach resort and date (within 16 days), nearby resorts with a meaningfully higher beach score: swap suggestions when sargassum or weather is bad.

Discovered
find_flights

Pre-filled flight searches from the traveler's home airport to the best gateway airports for a ski or beach resort (or any airport code), with the drive from each airport to the resort.

Discovered
find_lodging

Places to stay near a ski or beach resort (or any 'lat,lon') for given dates and party: live nightly prices, ratings and photos where available, filtered by budget, homes from local property managers booked direct (no booking-site fee) where Veabird has them, plus hotel and vacation-rental searches.

Discovered
find_ski_resorts

Ranks ski resorts for one traveler or group: terrain that fits their ability (beginner/intermediate/advanced/expert, or a mixed group), snow and crowds for their dates, travel from their home airport or city (drive or fly), and their Epic/Ikon pass. Returns the reasons for each pick plus lodging, flight and rental links. Use for 'where should I ski' questions.

Discovered
forecast_skill

How accurate Veabird's point forecast has been against weather-station measurements, compared with the single-model forecast typical weather apps show: average error of the daily high and low by days ahead, and the Brier score of the rain/snow chance, at a fixed panel of stations (mountains, coasts, inland), scored without using the station being scored.

Discovered
hurricane_threats

Active Atlantic tropical storms and hurricanes (NOAA NHC) with position, intensity and track, and which Veabird beach resorts are threatened.

Discovered
long_range_outlook

Weather months ahead for an exact location, as probabilities: for each month the chance of a below-, near- or above-normal temperature and precipitation (from ECMWF's SEAS5 seasonal forecast and, in the US, NOAA CPC's official outlook, over a 35-year local climate record with the warming trend), the expected and normal highs and lows, wet and snow days; for a specific date, the likely high and low and the chance of rain, snow, a freezing night or a hot day. Also the next 6 weeks as weekly odds.

Discovered
plan_trip

Everything to book one trip to a ski or beach resort: conditions for the dates, places to stay (live nightly prices with photos where available, plus rental and hotel searches), flights from the traveler's airport to the best gateway, and extras (lift tickets, ski rentals, tours, car hire, insurance).

Discovered
point_forecast

Day-by-day weather (up to 16 days) for an exact location and elevation, more accurate than a single-model app: every major model (ECMWF, NOAA NBM/GFS/HRRR, UK Met Office, ICON, GEM, Meteo-France, JMA) run at the spot's own elevation, corrected for each model's recent error at the nearest weather stations, blended by recent accuracy, with rain, snow and temperature-range probabilities from 82 ensemble members. Each day also shows what a typical weather app says, for comparison.

Discovered
property_demand

For a vacation rental or hotel owner: how busy each night will be around their property for the next weeks (concerts, festivals, carnivals, conventions, pro and college home games, public holidays and long weekends, weekends), compared with a typical night there. With their calendar's iCal export link (Airbnb, Vrbo, Booking.com, Hostaway, Guesty, OwnerRez...) it marks booked and open nights; with their nightly rate it flags nights priced too low for the demand and suggests a range. Use when a host asks whether their price is too low, what's happening in town, or when to raise rates.

Discovered
rank_beaches

Rank beach resorts by 0-100 beach score for a date, optionally within a region, island or country, or a radius around a resort. With `from`, also gives each resort's airports and a flight search. Use for 'where should I go to the beach' questions.

Discovered
sargassum_forecast

Sargassum (seaweed) outlook for a beach resort: the next 16 days in detail plus a weekly outlook for coming months, barrier and cleanup programs, and the model's source and held-out skill.

Discovered
sargassum_model_skill

How well Veabird's sargassum model performs on held-out years (AUC, Brier score, calibration) versus baselines.

Discovered
search_beach_resorts

Search Veabird's 1,400+ beach resorts (Caribbean, Gulf of Mexico, Mexico's Pacific coast, Hawaii) by name, town, island, region or country. Returns ids, today's headline conditions, photos and page links.

Discovered
search_ski_resorts

Search Veabird's 317 ski resorts by name, country, state or range, optionally only those on a pass. Returns ids, terrain mix, passes, gateway airports and forecast links.

Discovered
ski_conditions

Today's 0-100 'ski today' score (fresh snow, base depth, weather, crowds), the next 7 days of summit snowfall and temperature, crowd outlook, terrain mix, passes and gateway airport for one ski resort.

Discovered
tides

High and low tide times and heights at a beach resort for the next days (Open-Meteo sea level model, heights relative to mean sea level).

Discovered
travel_advisory

US State Department travel advisory level (1-4) and summary for a country or a beach resort's country, plus Veabird's local safety notes.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected175 ms19
Connected240 ms19