{"uid":"cap_bkRPPzcoCfcLl4gPjupqD","slug":"netzhandwerker-weather-ensemble-forecast-833ae0de","name":"Netzhandwerker Weather Ensemble Forecast","description":"x402-Werkzeuge für autonome Agenten.","url":"https://tools.netzhandwerker.de/v1/weather/ensemble","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"lat":{"type":"number"},"lon":{"type":"number"},"hours":{"type":"integer","default":24,"maximum":72},"variables":{"type":"array","items":{"type":"string"},"default":["temperature_2m","precipitation","wind_speed_10m"]}}},"responseSchema":{"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}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.005","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.005/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.005","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.005","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_4wKbs_qgJZXfsTZw_shAJ","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.005","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns ensemble weather forecast data for a given latitude/longitude coordinate, supporting configurable forecast hours and weather variables.","exampleAgentPrompt":"Get me an ensemble weather forecast for the next 72 hours at latitude 52.52, longitude 13.41, including temperature and precipitation variables.","exampleUseCases":[{"title":"Outdoor event weather risk check","prompt":"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."},{"title":"Drone flight planning weather check","prompt":"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."},{"title":"Renewable energy generation forecast","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:54:54.287Z","isFirstParty":false}