Netzhandwerker Weather Ensemble Forecast

x402

Netzhandwerker Weather Ensemble Forecast is a paid API for AI agents from tools.netzhandwerker.de, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-14).

Returns ensemble weather forecast data for a given latitude/longitude coordinate, supporting configurable forecast hours and weather variables.

Price / call$0.005

Seller volume →—

Success—

StatusUnknown

How this service works

x402-Werkzeuge für autonome Agenten.

Output

An ensemble weather forecast response containing arrays of meteorological variable values (e.g. temperature, precipitation, wind speed) across the requested forecast horizon for the specified coordinate, derived from multiple weather models to represent forecast uncertainty.

Example use cases

Outdoor event weather risk check

“I need an ensemble weather forecast for the next 48 hours at latitude 48.14, longitude 11.58 — pull temperature and precipitation so I can assess weather risk for an outdoor event in Munich.”

Drone flight planning weather check

“Can you fetch the ensemble wind and temperature forecast for the next 24 hours at lat 51.51, lon -0.12? I need it to decide whether it's safe to fly a drone in London tomorrow.”

Renewable energy generation forecast

“Get me ensemble weather data for the next 96 hours at latitude 40.71, longitude -74.01, including wind speed and solar radiation variables, so I can estimate power output for a wind farm in New York.”

Technical details

Endpoint

POSThttps://tools.netzhandwerker.de/v1/weather/ensemble

When to prefer

Choose this endpoint when you need ensemble (multi-model probabilistic) weather forecasts for a precise geographic coordinate, especially for autonomous agent workflows that require structured meteorological data programmably. Prefer it over single-model forecast APIs when forecast uncertainty quantification matters, or when integrating weather data into automated decision-making pipelines that pay per call via the x402 protocol.

Side effects

Missing required lat or lon fields returns a 400 validation error
Out-of-range latitude or longitude values may return an error or empty result
Unsupported variable names in the variables array may be ignored or cause an error
Very long forecast horizons beyond the model's range may return partial or no data
Service unavailability returns a 5xx error
Payment failure via x402 protocol prevents access and returns a 402 response

Input

Schema · Request body

Field	Type	Description
lat	number
lon	number
hours	integer
variables	array

Output

Schema · Response

{
  "type": "json",
  "example": {
    "lat": 52.21,
    "lon": 7.02,
    "hourly": [
      {
        "time": "2026-08-06T12:00",
        "temperature_2m": {
          "max": 22.8,
          "min": 20.1,
          "median": 21.4,
          "spread": 2.7
        },
        "precipitation_probability_ensemble": 25
      }
    ],
    "models_used": [
      "icon_seamless",
      "ecmwf_ifs025",
      "gfs_seamless"
    ],
    "agreement_score": 0.82
  }
}

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How this service works

x402-Werkzeuge für autonome Agenten.

Output

Example use cases

Outdoor event weather risk check

“I need an ensemble weather forecast for the next 48 hours at latitude 48.14, longitude 11.58 — pull temperature and precipitation so I can assess weather risk for an outdoor event in Munich.”

Drone flight planning weather check

“Can you fetch the ensemble wind and temperature forecast for the next 24 hours at lat 51.51, lon -0.12? I need it to decide whether it's safe to fly a drone in London tomorrow.”

Renewable energy generation forecast

Technical details

Endpoint

POSThttps://tools.netzhandwerker.de/v1/weather/ensemble

When to prefer

Side effects

Missing required lat or lon fields returns a 400 validation error
Out-of-range latitude or longitude values may return an error or empty result
Unsupported variable names in the variables array may be ignored or cause an error
Very long forecast horizons beyond the model's range may return partial or no data
Service unavailability returns a 5xx error
Payment failure via x402 protocol prevents access and returns a 402 response

Input

Schema · Request body

Field	Type	Description
lat	number
lon	number
hours	integer
variables	array

Output

Schema · Response

{
  "type": "json",
  "example": {
    "lat": 52.21,
    "lon": 7.02,
    "hourly": [
      {
        "time": "2026-08-06T12:00",
        "temperature_2m": {
          "max": 22.8,
          "min": 20.1,
          "median": 21.4,
          "spread": 2.7
        },
        "precipitation_probability_ensemble": 25
      }
    ],
    "models_used": [
      "icon_seamless",
      "ecmwf_ifs025",
      "gfs_seamless"
    ],
    "agreement_score": 0.82
  }
}