ZBS Index What actually exists in applied AI, with the source next to it

mcp server

mcp

Weather, climate, terrain, fire and flood risk data for any point or polygon on Earth. Free tier.

Description as published by the maintainer. Source

  • version 1.0.0
  • active

active — Registry entry last updated 2026-07-22.

What this server can do

9 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

get_climate_timeseries(lat, lon, variable)
Monthly time series 2015-2025 (about 130 monthly values) for one variable at a point, plus the 12-month climatology. Variables: temperature_c, precipitation_mm, dewpoint_c, skin_temperature_c, surface_pressure_hpa, snowfall_cm, total_evaporation_mm, soil_water_layer_1_vol, wind_speed_ms, net_solar_radiation_mj_m2, relative_humidity_pct, cloud_cover_pct, ndvi, fire_weather_index. Use for trend questions (is it getting hotter or drier here?). Required: lat, lon, variable.
get_current_weather(lat, lon)
Current weather conditions for a point: temperature, humidity, dewpoint, wind speed and direction, precipitation, pressure, cloud cover, solar radiation, plus terrain, land cover, NDVI, population density, and soil context. Source: NOAA GFS 0.25 degree, updated every 6 hours. Required: lat, lon.
get_environment(lat, lon)
Environmental data for a point: NDVI vegetation index (300m), annual evapotranspiration (MODIS), and ESA WorldCover land cover class. Required: lat, lon.
get_hazards(lat, lon)
Natural hazard indices for a point: Fire Weather Index (current danger), soil erosion risk (RUSLE, t/ha/yr), and flood susceptibility (Topographic Wetness Index). Required: lat, lon.
get_historical_climate(lat, lon, month)
10-year historical climate averages (2015-2025, ERA5 reanalysis) for a point. Omit month for the annual average, or pass month 1-12 for that month's climatology with min and max ranges. Use this for questions about typical climate, growing seasons, or what weather to expect at a location and time of year. Required: lat, lon.
get_polygon_stats(mode, month, coordinates)
Aggregate statistics (mean, min, max, std) over a polygon area: weather, terrain, hazards, environment, soil, and population. Coordinates are [longitude, latitude] pairs forming a ring. Maximum area depends on plan (free tier: 100 km2). Use for area questions such as average slope of a farm or population inside a zone. Required: coordinates.
get_proximity(lat, lon)
Distances in km from a point to the nearest city, airport, port, hospital, power plant, and other key infrastructure. Required: lat, lon.
get_terrain(lat, lon)
Terrain for a point: elevation, slope, and aspect at 30m resolution (Copernicus DEM), plus Topographic Wetness Index (flood susceptibility indicator). Required: lat, lon.
get_weather_forecast(day, lat, lon)
Daily weather forecast for a point, up to 7 days ahead. day=0 is today, day=6 is six days out. Returns daily mean, min, and max per variable. Required: lat, lon.

Last successful function declaration observed on . Source: https://pixelgust.com/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://pixelgust.com/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-22 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-22 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 9 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe pixelgust.com
mcp endpoint status ok The server listed 9 functions when asked. as of probe pixelgust.com

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://pixelgust.com/mcp — pixelgust.com, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.