Weather Ensemble

Twelve weather models compared hour by hour. Spread, agreement score, ensemble rain probability, frost and DWD warnings. Pay per call in USDC over x402.

InferenceLiveeip155:8453Exactvia cdp
x402HalowerkWeather_ensemble
Calls · 30d
3↑ 90%
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 21 snapshots so far.
$11.47
Verified settled volume
2,654 settlements proven x402 by their on-chain EIP-3009 marker.
$0.0050
Listed price
As published in the catalog. Always read the live 402 before paying.
3
Calls · 30d
Upstream's own call count for this endpoint, not ours.
3
Unique payers · 30d
Last called 2026-09-19 16:01Z
Upstream on-chain volume
Reported by the source catalog.
Paid to
0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E

The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.

Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913

Provider

The payTo wallet does not resolve to a registered ERC-8004 agent. That is not a verdict on the service — most of the catalog is unregistered.

Live 402 challenge

Captured by the enrichment pass, not read just now. Prices can change — always read the 402 the endpoint answers with.

{
  "docs": "https://wetter.halowerk.com/llms.txt",
  "error": "payment_required",
  "accepts": [
    {
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "extra": {
        "name": "USD Coin",
        "asset": "USDC",
        "version": "2",
        "eip712Domain": {
          "name": "USD Coin",
          "chainId": 8453,
          "version": "2",
          "verifyingContract": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
        },
        "network_name": "Base Mainnet",
        "assetTransferMethod": "eip3009"
      },
      "payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
      "amount": "5000",
      "scheme": "exact",
      "network": "eip155:8453",
      "maxTimeoutSeconds": 300
    }
  ],
  "pricing": "https://wetter.halowerk.com/pricing",
  "resource": {
    "url": "https://wetter.halowerk.com/ensemble",
    "tags": [
      "x402",
      "halowerk",
      "weather_ensemble"
    ],
    "mimeType": "application/json",
    "description": "Single models are everywhere. This is the disagreement between them: per hour a median with a p15/p85 band, the full min/max spread, how many models still carry that hour, an agreement score, rain probability derived from pooled ensemble members rather than one deterministic run, a frost assessment, and the official DWD warnings in force for the point.",
    "inputSchema": {
      "type": "object",
      "required": [
        "lat",
        "lon"
      ],
      "properties": {
        "lat": {
          "type": "number",
          "maximum": 90,
          "minimum": -90,
          "description": "Latitude in decimal degrees."
        },
        "lon": {
          "type": "number",
          "maximum": 180,
          "minimum": -180,
          "description": "Longitude in decimal degrees."
        },
        "hours": {
          "type": "integer",
          "default": 24,
          "maximum": 168,
          "minimum": 1,
          "description": "Forecast hours, up to 168 (seven days). Short range models drop out beyond their own horizon; the per hour \"models\" count shows it."
        },
        "models": {
          "type": "array",
          "items": {
            "enum": [
              "icon_d2",
              "icon_eu",
              "knmi_harmonie_arome_netherlands",
              "dmi_seamless",
              "meteofrance_seamless",
              "ukmo_seamless",
              "ecmwf_ifs025",
              "ecmwf_aifs025_single",
              "gfs_seamless",
              "gem_seamless",
              "jma_seamless",
              "cma_grapes_global"
            ],
            "type": "string"
          },
          "default": [
            "icon_d2",
            "icon_eu",
            "knmi_harmonie_arome_netherlands",
            "dmi_seamless",
            "meteofrance_seamless",
            "ukmo_seamless",
            "ecmwf_ifs025",
            "ecmwf_aifs025_single",
            "gfs_seamless",
            "gem_seamless",
            "jma_seamless",
            "cma_grapes_global"
          ],
          "minItems": 2,
          "description": "Restrict the comparison to a subset of the twelve models. At least two, because a comparison of one model is just a forecast."
        },
        "timezone": {
          "type": "string",
          "default": "UTC",
          "description": "IANA zone name for the returned timestamps, for example Europe/Berlin."
        },
        "variables": {
          "type": "array",
          "items": {
            "enum": [
              "temperature_2m",
              "apparent_temperature",
              "dew_point_2m",
              "relative_humidity_2m",
              "precipitation",
              "snowfall",
              "cloud_cover",
              "wind_speed_10m",
              "wind_gusts_10m",
              "surface_pressure",
              "pressure_msl",
              "shortwave_radiation",
              "cape",
              "wind_direction_10m",
              "weather_code"
            ],
            "type": "string"
          },
          "default": [
            "temperature_2m",
            "precipitation",
            "wind_speed_10m"
          ],
          "maxItems": 8,
          "description": "Which variables to compare. wind_direction_10m is aggregated as a circular mean with a directional consensus, weather_code as a majority vote; every other variable gets median, p15, p85, min, max and spread."
        }
      }
    },
    "serviceName": "Weather Ensemble"
  },
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "body": {
            "lat": 52.21,
            "lon": 7.02
          },
          "type": "http",
          "method": "POST",
          "bodyType": "json"
        },
        "output": {
          "type": "json"
        }
      },
      "schema": {
        "type": "object",
        "$schema": "https://json-schema.org/draft/2020-12/schema",
        "properties": {
          "input": {
            "type": "object",
            "properties": {
              "body": {
                "type": "object",
                "required": [
                  "lat",
                  "lon"
                ],
                "properties": {
                  "lat": {
                    "type": "number",
                    "maximum": 90,
                    "minimum": -90,
                    "description": "Latitude in decimal degrees."
                  },
                  "lon": {
                    "type": "number",
                    "maximum": 180,
                    "minimum": -180,
                    "description": "Longitude in decimal degrees."
                  },
                  "hours": {
                    "type": "integer",
                    "default": 24,
                    "maximum": 168,
                    "minimum": 1,
                    "description": "Forecast hours, up to 168 (seven days). Short range models drop out beyond their own horizon; the per hour \"models\" count shows it."
                  },
                  "models": {
                    "type": "array",
                    "items": {
                      "enum": [
                        "icon_d2",
                        "icon_eu",
                        "knmi_harmonie_arome_netherlands",
                        "dmi_seamless",
                        "meteofrance_seamless",
                        "ukmo_seamless",
                        "ecmwf_ifs025",
                        "ecmwf_aifs025_single",
                        "gfs_seamless",
                        "gem_seamless",
                        "jma_seamless",
                        "cma_grapes_global"
                      ],
                      "type": "string"
                    },
                    "default": [
                      "icon_d2",
                      "icon_eu",
                      "knmi_harmonie_arome_netherlands",
                      "dmi_seamless",
                      "meteofrance_seamless",
                      "ukmo_seamless",
                      "ecmwf_ifs025",
                      "ecmwf_aifs025_single",
                      "gfs_seamless",
                      "gem_seamless",
                      "jma_seamless",
                      "cma_grapes_global"
                    ],
                    "minItems": 2,
                    "description": "Restrict the comparison to a subset of the twelve models. At least two, because a comparison of one model is just a forecast."
                  },
                  "timezone": {
                    "type": "string",
                    "default": "UTC",
                    "description": "IANA zone name for the returned timestamps, for example Europe/Berlin."
                  },
                  "variables": {
                    "type": "array",
                    "items": {
                      "enum": [
                        "temperature_2m",
                        "apparent_temperature",
                        "dew_point_2m",
                        "relative_humidity_2m",
                        "precipitation",
                        "snowfall",
                        "cloud_cover",
                        "wind_speed_10m",
                        "wind_gusts_10m",
                        "surface_pressure",
                        "pressure_msl",
                        "shortwave_radiation",
                        "cape",
                        "wind_direction_10m",
                        "weather_code"
                      ],
                      "type": "string"
                    },
                    "default": [
                      "temperature_2m",
                      "precipitation",
                      "wind_speed_10m"
                    ],
                    "maxItems": 8,
                    "description": "Which variables to compare. wind_direction_10m is aggregated as a circular mean with a directional consensus, weather_code as a majority vote; every other variable gets median, p15, p85, min, max and spread."
                  }
                }
              },
              "type": {
                "type": "string",
                "const": "http"
              },
              "method": {
                "enum": [
                  "POST"
                ],
                "type": "string"
              },
              "bodyType": {
                "enum": [
                  "json"
                ],
                "type": "string"
              }
            }
          }
        }
      }
    }
  },
  "price_usdc": "0.005",
  "x402Version": 2,
  "instructions": "Sign the accepted terms with an x402 client and repeat the request with the payment header.",
  "payment_header": "PAYMENT-SIGNATURE",
  "capability_request": {
    "url": "https://bedarf.halowerk.com/capabilities/request",
    "cost": "free",
    "method": "POST",
    "description": "Missing a capability, or does the scope not fit? Report the need here - no payment required. Similar reports are bundled; the response returns an id you can check back on.",
    "body_example": {
      "max_price": 0.01,
      "description": "what exactly is needed",
      "requested_capability": "short label"
    }
  }
}

Accepts

The payment requirements as published to the catalog. Read the live 402 before paying — a price here is a claim, not a quote.

0.005USDC≈ $0.005 USD
on Base · exact scheme

Pay 0.005 USDC on Base to 0x2880…C4E5E. The signed payment is good for 5 minutes.

USD Coin contract
0x8335…02913
Payment window
5 minutes
As published
5000 smallest units
The catalog’s raw entry
[
  {
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "extra": {
      "name": "USD Coin",
      "asset": "USDC",
      "version": "2",
      "eip712Domain": {
        "name": "USD Coin",
        "chainId": 8453,
        "version": "2",
        "verifyingContract": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
      },
      "network_name": "Base Mainnet",
      "assetTransferMethod": "eip3009"
    },
    "payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
    "amount": "5000",
    "scheme": "exact",
    "network": "eip155:8453",
    "maxTimeoutSeconds": 300
  }
]

Extensions

{
  "bazaar": {
    "info": {
      "input": {
        "body": {
          "lat": 52.21,
          "lon": 7.02
        },
        "type": "http",
        "method": "POST",
        "bodyType": "json"
      }
    },
    "schema": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "required": [
        "input"
      ],
      "properties": {
        "input": {
          "type": "object",
          "required": [
            "type",
            "method",
            "bodyType",
            "body"
          ],
          "properties": {
            "body": {
              "type": "object",
              "required": [
                "lat",
                "lon"
              ],
              "properties": {
                "lat": {
                  "type": "number",
                  "maximum": 90,
                  "minimum": -90,
                  "description": "Latitude in decimal degrees."
                },
                "lon": {
                  "type": "number",
                  "maximum": 180,
                  "minimum": -180,
                  "description": "Longitude in decimal degrees."
                },
                "hours": {
                  "type": "integer",
                  "default": 24,
                  "maximum": 168,
                  "minimum": 1,
                  "description": "Forecast hours, up to 168 (seven days). Short range models drop out beyond their own horizon; the per hour \"models\" count shows it."
                },
                "models": {
                  "type": "array",
                  "items": {
                    "enum": [
                      "icon_d2",
                      "icon_eu",
                      "knmi_harmonie_arome_netherlands",
                      "dmi_seamless",
                      "meteofrance_seamless",
                      "ukmo_seamless",
                      "ecmwf_ifs025",
                      "ecmwf_aifs025_single",
                      "gfs_seamless",
                      "gem_seamless",
                      "jma_seamless",
                      "cma_grapes_global"
                    ],
                    "type": "string"
                  },
                  "default": [
                    "icon_d2",
                    "icon_eu",
                    "knmi_harmonie_arome_netherlands",
                    "dmi_seamless",
                    "meteofrance_seamless",
                    "ukmo_seamless",
                    "ecmwf_ifs025",
                    "ecmwf_aifs025_single",
                    "gfs_seamless",
                    "gem_seamless",
                    "jma_seamless",
                    "cma_grapes_global"
                  ],
                  "minItems": 2,
                  "description": "Restrict the comparison to a subset of the twelve models. At least two, because a comparison of one model is just a forecast."
                },
                "timezone": {
                  "type": "string",
                  "default": "UTC",
                  "description": "IANA zone name for the returned timestamps, for example Europe/Berlin."
                },
                "variables": {
                  "type": "array",
                  "items": {
                    "enum": [
                      "temperature_2m",
                      "apparent_temperature",
                      "dew_point_2m",
                      "relative_humidity_2m",
                      "precipitation",
                      "snowfall",
                      "cloud_cover",
                      "wind_speed_10m",
                      "wind_gusts_10m",
                      "surface_pressure",
                      "pressure_msl",
                      "shortwave_radiation",
                      "cape",
                      "wind_direction_10m",
                      "weather_code"
                    ],
                    "type": "string"
                  },
                  "default": [
                    "temperature_2m",
                    "precipitation",
                    "wind_speed_10m"
                  ],
                  "maxItems": 8,
                  "description": "Which variables to compare. wind_direction_10m is aggregated as a circular mean with a directional consensus, weather_code as a majority vote; every other variable gets median, p15, p85, min, max and spread."
                }
              }
            },
            "type": {
              "type": "string",
              "const": "http"
            },
            "method": {
              "enum": [
                "POST"
              ],
              "type": "string"
            },
            "bodyType": {
              "enum": [
                "json",
                "form-data",
                "text"
              ],
              "type": "string"
            }
          },
          "additionalProperties": false
        }
      }
    }
  }
}

Provenance

Seen in the source catalog
2026-09-19 16:01Z
Last indexed by Roundhouse
2026-09-24 09:30Z
Last enriched (probe, favicon, geo)
2026-09-12 02:45Z
x402 version
2
Max timeout
300s
Liveness probe
HTTP 402
Report

Hand this page to an agent

Copy the prompt and paste it into Claude, an MCP client or your own agent — it will vet this service and call it over the free read API. No key, no account.

GET api.roundhouseai.io/v0/endpoints

This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 21 snapshots so far. Verified volume counts only settlements with an on-chain EIP-3009 marker.

Open skill.md
Show the prompt
Using Roundhouse, look up the x402 service Weather Ensemble and tell me whether it is
worth paying: what a call costs, whether the endpoint answered when last probed, and what
its payment record actually shows.

curl -s 'https://api.roundhouseai.io/v0/endpoints?q=Weather%20Ensemble'
curl -s 'https://api.roundhouseai.io/v0/merchants/<the payTo wallet returned above>'

Then call it: read the price from the live 402 at https://wetter.halowerk.com/ensemble, never from
a cached figure, and pay with an x402 client.

The /v0 API needs an API key (`authorization: Bearer rh_live_…`) on everything except
/v0/unified* and /v0/endpoints. Mint a personal key for $0.01 at GET https://api.roundhouseai.io/v0/test/x402,
or use an organization key from https://roundhouseai.io/dashboard/team.

If you do not have Roundhouse tools or skills installed, read
https://roundhouseai.io/skill.md first — it is the whole procedure.