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Openmeteo Get Forecast

openmeteo_get_forecast
Read-onlyIdempotent

Weather forecast for coordinates: hourly and/or daily variables for up to 16 days ahead, with optional past_days (up to 92) for recent history. Use past_days instead of openmeteo_get_historical for dates within the last week, since the archive’s ERA5 components lag by about a week. Returns per-timestamp records — each hourly entry contains a "time" field (ISO 8601) plus one key per requested variable; each daily entry contains a "time" field (YYYY-MM-DD) plus requested variables. Common hourly variables: temperature_2m, precipitation, wind_speed_10m, relative_humidity_2m, cloud_cover, uv_index, apparent_temperature, precipitation_probability, weather_code, surface_pressure, visibility, wind_direction_10m, wind_gusts_10m, dew_point_2m. Common daily variables: temperature_2m_max, temperature_2m_min, precipitation_sum, wind_speed_10m_max, sunrise, sunset, uv_index_max, precipitation_hours, weather_code. Set current_variables for conditions at this instant — Open-Meteo serves those from 15-minute model data, which is more precise than picking the nearest hourly row, and the response carries a current object plus a current_units map. Set models to compare deterministic models side by side (e.g., ["ncep_gfs_seamless", "ecmwf_ifs025", "dwd_icon_seamless"]) — where they disagree, the forecast is uncertain. With 2+ models every hourly and daily key carries the model name as a suffix (temperature_2m_ecmwf_ifs025); with models omitted the data is Open-Meteo’s best_match blend. A wide window — a large past_days plus many hourly variables — produces thousands of records; these spill to a DataCanvas when canvas is enabled, returning canvas_id and table_name with truncated: true — inspect the staged columns with openmeteo_dataframe_describe, then query the full set with openmeteo_dataframe_query. With canvas disabled they return a bounded preview instead. At least one of current_variables, hourly_variables, or daily_variables is required.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "latitude": "<latitude>",
      "longitude": "<longitude>"
    },
    "name": "openmeteo_get_forecast"
  }
}

Input Schema

NameRequiredDescriptionDefault
modelsNoDeterministic forecast models to read from, to compare modeling centers side by side. Documented: best_match, ecmwf_ifs, ecmwf_ifs025, ecmwf_aifs025_single, cma_grapes_global, bom_access_global, ncep_gfs_seamless, ncep_gfs_global, ncep_hrrr_conus, ncep_nbm_conus, ncep_nam_conus, ncep_aigfs025, ncep_hgefs025_ensemble_mean, jma_seamless, jma_msm, jma_gsm, kma_seamless, kma_ldps, kma_gdps, dwd_icon_seamless, dwd_icon_global, dwd_icon_global_native, dwd_aicon_global_native, dwd_icon_eu, dwd_icon_eu_native, dwd_icon_d2, dwd_icon_d2_native, dwd_icon_d2_ruc_native, cmc_gem_seamless, cmc_gem_gdps, cmc_gem_rdps, cmc_gem_hrdps, cmc_gem_hrdps_west, meteofrance_seamless, meteofrance_arpege_world, meteofrance_arpege_europe, meteofrance_arome_france, meteofrance_arome_france_hd, italia_meteo_arpae_icon_2i, metno_seamless, metno_nordic, knmi_seamless, knmi_harmonie_arome_europe, knmi_harmonie_arome_netherlands, dmi_seamless, dmi_harmonie_arome_europe, ukmo_seamless, ukmo_global_deterministic_10km, ukmo_uk_deterministic_2km, meteoswiss_icon_seamless, meteoswiss_icon_ch1, meteoswiss_icon_ch2, geosphere_seamless, geosphere_arome_austria, chmi_aladin_seamless, chmi_aladin_central_europe_2km, chmi_aladin_cz_1km. Older spellings such as gfs_seamless, icon_seamless, icon_d2, and gfs_hrrr still resolve. Omit to use Open-Meteo's best_match blend. With 2+ models every hourly and daily column and unit key is suffixed with the model name (temperature_2m_max_ecmwf_ifs025); one model keeps plain names. Regional models serve only their own domain: when every requested model misses the coordinate the call fails as coverage_gap, and when only some do, Open-Meteo drops those and the notice names them, or, when one model is left with unsuffixed columns, says the values cannot be attributed to a model. current_variables takes at most one model. A name outside this list is sent upstream rather than rejected here.
latitudeYesLatitude in decimal degrees (e.g., 47.6062 for Seattle). Use openmeteo_search_locations to resolve a place name to coordinates.
timezoneNoIANA timezone (e.g., "America/Los_Angeles") or "auto" to use the location's local timezone. Default "auto". The timezone from openmeteo_search_locations is ideal to pass here.auto
canvas_idNoDataCanvas token for wide past_days or multi-variable queries. When a result is too large to return inline — driven by total payload size, so a wide multi-variable pull can spill at any row count — it spills to this canvas: pass the returned token to openmeteo_dataframe_describe to list the staged table and its columns, then to openmeteo_dataframe_query to run SQL against it. Omit to create a fresh canvas.
longitudeYesLongitude in decimal degrees (e.g., -122.3321 for Seattle).
past_daysNoInclude this many days of past data before today (0–92). Use for recent history — the archive’s ERA5 components lag by about a week. Default 0.
forecast_daysNoNumber of forecast days (1–16). Default 7.
cell_selectionNoWhich grid cell answers the coordinate. Omitted, Open-Meteo picks a land cell, so a point offshore reads conditions on shore. Set "sea" for a point on the water — wind for sailing, surf, or offshore wind — so a water cell answers; keep the default for a point on land, which "sea" moves onto the water. "nearest" takes the closest cell, land or water. The response latitude and longitude name the cell that answered.
daily_variablesNoDaily summary variables (e.g., ["temperature_2m_max", "temperature_2m_min", "precipitation_sum", "wind_speed_10m_max", "sunrise", "sunset", "uv_index_max"]). Daily names only — an hourly name such as cloud_cover or temperature_2m belongs in hourly_variables and is rejected here; for a daily summary of an hourly variable use its published aggregate (cloud_cover_max, cloud_cover_mean, cloud_cover_min). At least one of current_variables, hourly_variables, or daily_variables is required.
wind_speed_unitNoWind speed unit: "kmh" (km/h), "mph", "ms" (m/s), or "kn" (knots). Default "kmh".kmh
hourly_variablesNoHourly variables to fetch (e.g., ["temperature_2m", "precipitation", "wind_speed_10m", "relative_humidity_2m", "cloud_cover", "uv_index", "apparent_temperature"]). Hourly names only — a daily aggregate such as temperature_2m_max or precipitation_sum belongs in daily_variables and is rejected here. At least one of current_variables, hourly_variables, or daily_variables is required.
temperature_unitNoTemperature unit. Default "celsius".celsius
current_variablesNoVariables to return for the current instant (e.g., ["temperature_2m", "precipitation", "wind_speed_10m", "weather_code"]). Uses Open-Meteo's 15-minute current-conditions data, so it answers "what is it doing right now?" without requesting an hourly series and picking a row. Takes the hourly variable names; a daily-only name such as temperature_2m_max comes back null with the unit "undefined" and is reported in the notice. Satisfies the variable requirement on its own.
precipitation_unitNoPrecipitation unit: "mm" or "inch". Default "mm".mm

Output Schema

NameRequiredDescriptionDefault
dailyNoPer-day records. Each object has a "time" field (YYYY-MM-DD) plus one key per requested variable with its value — per model, suffixed with the model name, when 2+ models were requested. Units are in the daily_units map. Absent when only hourly_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present.
errorNoPresent when the call failed. Absent on success.
hourlyNoPer-hour records. Each object has a "time" field (ISO 8601) plus one key per requested variable with its value — one key per variable per model, suffixed with the model name (temperature_2m_ecmwf_ifs025), when 2+ models were requested. Units are in the hourly_units map. Absent when only daily_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present.
modelsNoForecast models requested — echoes the models parameter. Absent when models was omitted, which means the data came from Open-Meteo's best_match blend.
noticeNoEverything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit "undefined" (a name it parsed but does not serve in the requested cadence, or — on a model-suffixed column — a variable that model does not serve); requested models Open-Meteo left out for having no data at this coordinate, or the plain-named columns a multi-model request cannot attribute to one model; current values that are null under a real unit (no coverage at this location and time); recognized variables that came back null under a real unit, with the timestamps that do carry values — a variable null across the whole window is attributed to the selected model that returned it empty when another selected model returned values for it, and otherwise to the location, the window, or the selected models; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits.
currentNoConditions at a single instant: one key per requested current variable alongside time and interval. Units are in the current_units map. Absent when current_variables was not requested.
latitudeNoLatitude of the grid cell that answered, picked by cell_selection (a land cell when omitted) — with models set, on the grid of the first listed model that covers the coordinate
timezoneNoResolved IANA timezone
canvas_idNoDataCanvas token for the staged full dataset. Present only when truncated is true AND DataCanvas is enabled (CANVAS_PROVIDER_TYPE=duckdb) — absent otherwise, in which case the preview is all this response carries. Pass to openmeteo_dataframe_describe to list the staged table and its columns, then to openmeteo_dataframe_query to run SQL against it.
elevationNoTerrain elevation of the requested coordinate (meters), whichever cell answered
longitudeNoLongitude of the grid cell that answered (with models set, on the grid of the first listed model that covers the coordinate)
truncatedNoTrue when the response was too large to return inline, so hourly and daily carry a bounded preview rather than the full set. With DataCanvas enabled the complete data is staged at canvas_id — every hourly and daily row, including any column the preview omits. With it disabled there is no canvas_id, and the omitted rows are reached only by narrowing the request.
table_nameNoDuckDB table name for the staged data — use as the FROM target in openmeteo_dataframe_query SQL; openmeteo_dataframe_describe lists its columns. Present only alongside canvas_id.
daily_unitsNoMap of variable name → unit string for daily data, model-suffixed like the records when 2+ models were requested. Absent when no daily_variables were requested.
hourly_unitsNoMap of variable name → unit string for hourly data (e.g., {"temperature_2m": "°C", "precipitation": "mm"}), keyed by the same model-suffixed names as the records when 2+ models were requested. Absent when no hourly_variables were requested.
record_countNoTotal number of records (hourly + daily rows) — the full upstream total when truncated is true, not the combined length of the hourly and daily previews.
current_unitsNoMap of key → unit string for the current block, covering time and interval as well as each requested variable (e.g., {"interval": "seconds", "temperature_2m": "°C"}). Absent when no current_variables were requested.
utc_offset_secondsNoUTC offset in seconds for this timezone at query time

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed5 schema fields changed
    • addedInput schema / properties / cell_selection
      Added value: +{
      +  "description": "Which grid cell answers the coordinate. Omitted, Open-Meteo picks a land cell, so a point offshore reads conditions on shore. Set \"sea\" for a point on the water — wind for sailing, surf, or offshore wind — so a water cell answers; keep the default for a point on land, which \"sea\" moves onto the water. \"nearest\" takes the closest cell, land or water. The response latitude and longitude name the cell that answered.",
      +  "enum": [
      +    "land",
      +    "sea",
      +    "nearest"
      +  ],
      +  "type": "string"
      +}
    • changedOutput schema / properties / elevation / description
      Previous value: -"Terrain elevation at grid point (meters)"New value: +"Terrain elevation of the requested coordinate (meters), whichever cell answered"
    • changedOutput schema / properties / latitude / description
      Previous value: -"Snapped latitude (Open-Meteo snaps to nearest grid point — with models set, the grid of the first listed model that covers the coordinate)"New value: +"Latitude of the grid cell that answered, picked by cell_selection (a land cell when omitted) — with models set, on the grid of the first listed model that covers the coordinate"
    • changedOutput schema / properties / longitude / description
      Previous value: -"Snapped longitude (with models set, the grid of the first listed model that covers the coordinate)"New value: +"Longitude of the grid cell that answered (with models set, on the grid of the first listed model that covers the coordinate)"
    • changedOutput schema / properties / notice / description
      Previous value: -"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence, or — on a model-suffixed column — a variable that model does not serve); requested models Open-Meteo left out for having no data at this coordinate, or the plain-named columns a multi-model request cannot attribute to one model; current values that are null under a real unit (no coverage at this location and time); recognized variables whose requested window or location falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."New value: +"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence, or — on a model-suffixed column — a variable that model does not serve); requested models Open-Meteo left out for having no data at this coordinate, or the plain-named columns a multi-model request cannot attribute to one model; current values that are null under a real unit (no coverage at this location and time); recognized variables that came back null under a real unit, with the timestamps that do carry values — a variable null across the whole window is attributed to the selected model that returned it empty when another selected model returned values for it, and otherwise to the location, the window, or the selected models; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."
  2. Changed1 schema field changed
    • changedInput schema / properties / past_days / description
      Previous value: -"Include this many days of past data before today (0–92). Use for recent history — the archive’s ERA5 components lag by up to ~5 days. Default 0."New value: +"Include this many days of past data before today (0–92). Use for recent history — the archive’s ERA5 components lag by about a week. Default 0."
  3. Changed11 schema fields changed
    • addedInput schema / properties / models
      Added value: +{
      +  "description": "Deterministic forecast models to read from, to compare modeling centers side by side. Documented: best_match, ecmwf_ifs, ecmwf_ifs025, ecmwf_aifs025_single, cma_grapes_global, bom_access_global, ncep_gfs_seamless, ncep_gfs_global, ncep_hrrr_conus, ncep_nbm_conus, ncep_nam_conus, ncep_aigfs025, ncep_hgefs025_ensemble_mean, jma_seamless, jma_msm, jma_gsm, kma_seamless, kma_ldps, kma_gdps, dwd_icon_seamless, dwd_icon_global, dwd_icon_global_native, dwd_aicon_global_native, dwd_icon_eu, dwd_icon_eu_native, dwd_icon_d2, dwd_icon_d2_native, dwd_icon_d2_ruc_native, cmc_gem_seamless, cmc_gem_gdps, cmc_gem_rdps, cmc_gem_hrdps, cmc_gem_hrdps_west, meteofrance_seamless, meteofrance_arpege_world, meteofrance_arpege_europe, meteofrance_arome_france, meteofrance_arome_france_hd, italia_meteo_arpae_icon_2i, metno_seamless, metno_nordic, knmi_seamless, knmi_harmonie_arome_europe, knmi_harmonie_arome_netherlands, dmi_seamless, dmi_harmonie_arome_europe, ukmo_seamless, ukmo_global_deterministic_10km, ukmo_uk_deterministic_2km, meteoswiss_icon_seamless, meteoswiss_icon_ch1, meteoswiss_icon_ch2, geosphere_seamless, geosphere_arome_austria, chmi_aladin_seamless, chmi_aladin_central_europe_2km, chmi_aladin_cz_1km. Older spellings such as gfs_seamless, icon_seamless, icon_d2, and gfs_hrrr still resolve. Omit to use Open-Meteo's best_match blend. With 2+ models every hourly and daily column and unit key is suffixed with the model name (temperature_2m_max_ecmwf_ifs025); one model keeps plain names. Regional models serve only their own domain: when every requested model misses the coordinate the call fails as coverage_gap, and when only some do, Open-Meteo drops those and the notice names them, or, when one model is left with unsuffixed columns, says the values cannot be attributed to a model. current_variables takes at most one model. A name outside this list is sent upstream rather than rejected here.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "maxItems": 57,
      +  "type": "array"
      +}
    • changedOutput schema / properties / daily / description
      Previous value: -"Per-day records. Each object has a \"time\" field (YYYY-MM-DD) plus one key per requested variable with its value. Units are in the daily_units map. Absent when only hourly_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present."New value: +"Per-day records. Each object has a \"time\" field (YYYY-MM-DD) plus one key per requested variable with its value — per model, suffixed with the model name, when 2+ models were requested. Units are in the daily_units map. Absent when only hourly_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present."
    • changedOutput schema / properties / daily_units / description
      Previous value: -"Map of variable name → unit string for daily data. Absent when no daily_variables were requested."New value: +"Map of variable name → unit string for daily data, model-suffixed like the records when 2+ models were requested. Absent when no daily_variables were requested."
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested. `variable_wrong_cadence`: A variable sat in the cadence field Open-Meteo does not document it under — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables — caught before the request is sent. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables named a variable — blank or whitespace-only entries do not count. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. `rate_limited`: Open-Meteo answered HTTP 429 because a free-tier request limit was reached. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name or forecast model was requested. `current_multi_model`: current_variables was combined with two or more models — Open-Meteo answers current conditions from a single model in one unsuffixed block, so the values could not be attributed — caught before the request is sent. `variable_wrong_cadence`: A variable sat in the cadence field Open-Meteo does not document it under — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables — caught before the request is sent. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables named a variable — blank or whitespace-only entries do not count. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. `coverage_gap`: Open-Meteo has no data at this coordinate for the requested dataset or model, because its grid or domain does not reach the point. `rate_limited`: Open-Meteo answered HTTP 429 because a free-tier request limit was reached. `upstream_unavailable`: Open-Meteo was unreachable, answered with a server error, or returned an unreadable response on all three attempts. `upstream_timeout`: Open-Meteo failed on all three attempts, and the last one got no answer within 15 seconds. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_variable",
      -  "variable_wrong_cadence",
      -  "no_variables_requested",
      -  "invalid_timezone",
      -  "request_too_large",
      -  "rate_limited"
      -]New value: +[
      +  "invalid_variable",
      +  "current_multi_model",
      +  "variable_wrong_cadence",
      +  "no_variables_requested",
      +  "invalid_timezone",
      +  "request_too_large",
      +  "coverage_gap",
      +  "rate_limited",
      +  "upstream_unavailable",
      +  "upstream_timeout"
      +]
    • changedOutput schema / properties / hourly / description
      Previous value: -"Per-hour records. Each object has a \"time\" field (ISO 8601) plus one key per requested variable with its value. Units are in the hourly_units map. Absent when only daily_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present."New value: +"Per-hour records. Each object has a \"time\" field (ISO 8601) plus one key per requested variable with its value — one key per variable per model, suffixed with the model name (temperature_2m_ecmwf_ifs025), when 2+ models were requested. Units are in the hourly_units map. Absent when only daily_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present."
    • changedOutput schema / properties / hourly_units / description
      Previous value: -"Map of variable name → unit string for hourly data (e.g., {\"temperature_2m\": \"°C\", \"precipitation\": \"mm\"}). Absent when no hourly_variables were requested."New value: +"Map of variable name → unit string for hourly data (e.g., {\"temperature_2m\": \"°C\", \"precipitation\": \"mm\"}), keyed by the same model-suffixed names as the records when 2+ models were requested. Absent when no hourly_variables were requested."
    • changedOutput schema / properties / latitude / description
      Previous value: -"Snapped latitude (Open-Meteo snaps to nearest grid point)"New value: +"Snapped latitude (Open-Meteo snaps to nearest grid point — with models set, the grid of the first listed model that covers the coordinate)"
    • changedOutput schema / properties / longitude / description
      Previous value: -"Snapped longitude"New value: +"Snapped longitude (with models set, the grid of the first listed model that covers the coordinate)"
    • addedOutput schema / properties / models
      Added value: +{
      +  "description": "Forecast models requested — echoes the models parameter. Absent when models was omitted, which means the data came from Open-Meteo's best_match blend.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • changedOutput schema / properties / notice / description
      Previous value: -"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence); current values that are null under a real unit (no coverage at this location and time); recognized variables whose requested window or location falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."New value: +"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence, or — on a model-suffixed column — a variable that model does not serve); requested models Open-Meteo left out for having no data at this coordinate, or the plain-named columns a multi-model request cannot attribute to one model; current values that are null under a real unit (no coverage at this location and time); recognized variables whose requested window or location falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."
  4. Changed4 schema fields changed
    • changedOutput schema / properties / current / properties / interval / description
      Previous value: -"Update cadence of the current-conditions data, in seconds (900 = 15 minutes) — metadata, not a requested variable"New value: +"Aggregation interval of the current block, in seconds (900 = 15 minutes) — metadata, not a requested variable. Summed or averaged values such as precipitation and sunshine_duration cover the preceding interval seconds ending at current.time; instantaneous values such as temperature_2m are valid at current.time"
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested. `variable_wrong_cadence`: A variable sat in the cadence field Open-Meteo does not document it under — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables — caught before the request is sent. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables was provided. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested. `variable_wrong_cadence`: A variable sat in the cadence field Open-Meteo does not document it under — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables — caught before the request is sent. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables named a variable — blank or whitespace-only entries do not count. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. `rate_limited`: Open-Meteo answered HTTP 429 because a free-tier request limit was reached. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_variable",
      -  "variable_wrong_cadence",
      -  "no_variables_requested",
      -  "invalid_timezone",
      -  "request_too_large"
      -]New value: +[
      +  "invalid_variable",
      +  "variable_wrong_cadence",
      +  "no_variables_requested",
      +  "invalid_timezone",
      +  "request_too_large",
      +  "rate_limited"
      +]
    • changedOutput schema / properties / notice / description
      Previous value: -"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence); recognized variables whose requested window falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."New value: +"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence); current values that are null under a real unit (no coverage at this location and time); recognized variables whose requested window or location falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."
  5. Changed1 schema field changed
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested. `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables was provided. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested. `variable_wrong_cadence`: A variable sat in the cadence field Open-Meteo does not document it under — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables — caught before the request is sent. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables was provided. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. Other values are possible when a failure originates below the handler."
  6. Changed2 schema fields changed
    • addedInput schema / properties / canvas_id / pattern
      Added value: +"^[A-Za-z0-9_-]{10}$"
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables was provided `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone `request_too_large`: Open-Meteo refused the request as asking for too much data in one call Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested. `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables. `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables was provided. `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone. `request_too_large`: Open-Meteo refused the request as asking for too much data in one call. Other values are possible when a failure originates below the handler."
  7. Changed7 schema fields changed
    • addedInput schema / properties / current_variables
      Added value: +{
      +  "description": "Variables to return for the current instant (e.g., [\"temperature_2m\", \"precipitation\", \"wind_speed_10m\", \"weather_code\"]). Uses Open-Meteo's 15-minute current-conditions data, so it answers \"what is it doing right now?\" without requesting an hourly series and picking a row. Takes the hourly variable names; a daily-only name such as temperature_2m_max comes back null with the unit \"undefined\" and is reported in the notice. Satisfies the variable requirement on its own.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "maxItems": 50,
      +  "type": "array"
      +}
    • changedInput schema / properties / daily_variables / description
      Previous value: -"Daily summary variables (e.g., [\"temperature_2m_max\", \"temperature_2m_min\", \"precipitation_sum\", \"wind_speed_10m_max\", \"sunrise\", \"sunset\", \"uv_index_max\"]). Daily names only — an hourly name such as cloud_cover or temperature_2m belongs in hourly_variables and is rejected here; for a daily summary of an hourly variable use its published aggregate (cloud_cover_max, cloud_cover_mean, cloud_cover_min). At least one of hourly_variables or daily_variables is required."New value: +"Daily summary variables (e.g., [\"temperature_2m_max\", \"temperature_2m_min\", \"precipitation_sum\", \"wind_speed_10m_max\", \"sunrise\", \"sunset\", \"uv_index_max\"]). Daily names only — an hourly name such as cloud_cover or temperature_2m belongs in hourly_variables and is rejected here; for a daily summary of an hourly variable use its published aggregate (cloud_cover_max, cloud_cover_mean, cloud_cover_min). At least one of current_variables, hourly_variables, or daily_variables is required."
    • changedInput schema / properties / hourly_variables / description
      Previous value: -"Hourly variables to fetch (e.g., [\"temperature_2m\", \"precipitation\", \"wind_speed_10m\", \"relative_humidity_2m\", \"cloud_cover\", \"uv_index\", \"apparent_temperature\"]). Hourly names only — a daily aggregate such as temperature_2m_max or precipitation_sum belongs in daily_variables and is rejected here. At least one of hourly_variables or daily_variables is required."New value: +"Hourly variables to fetch (e.g., [\"temperature_2m\", \"precipitation\", \"wind_speed_10m\", \"relative_humidity_2m\", \"cloud_cover\", \"uv_index\", \"apparent_temperature\"]). Hourly names only — a daily aggregate such as temperature_2m_max or precipitation_sum belongs in daily_variables and is rejected here. At least one of current_variables, hourly_variables, or daily_variables is required."
    • changedInput schema / properties / past_days / description
      Previous value: -"Include this many days of past data before today (0–92). Use for recent history — ERA5 archive has a variable ~5-day lag. Default 0."New value: +"Include this many days of past data before today (0–92). Use for recent history — the archive’s ERA5 components lag by up to ~5 days. Default 0."
    • addedOutput schema / properties / current
      Added value: +{
      +  "additionalProperties": {
      +    "type": [
      +      "string",
      +      "number",
      +      "null"
      +    ]
      +  },
      +  "description": "Conditions at a single instant: one key per requested current variable alongside time and interval. Units are in the current_units map. Absent when current_variables was not requested.",
      +  "properties": {
      +    "interval": {
      +      "description": "Update cadence of the current-conditions data, in seconds (900 = 15 minutes) — metadata, not a requested variable",
      +      "type": "number"
      +    },
      +    "time": {
      +      "description": "Timestamp of these values (ISO 8601, in the resolved timezone)",
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "time",
      +    "interval"
      +  ],
      +  "type": "object"
      +}
    • addedOutput schema / properties / current_units
      Added value: +{
      +  "additionalProperties": {
      +    "type": "string"
      +  },
      +  "description": "Map of key → unit string for the current block, covering time and interval as well as each requested variable (e.g., {\"interval\": \"seconds\", \"temperature_2m\": \"°C\"}). Absent when no current_variables were requested.",
      +  "propertyNames": {
      +    "type": "string"
      +  },
      +  "type": "object"
      +}
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: Neither hourly_variables nor daily_variables was provided `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone `request_too_large`: Open-Meteo refused the request as asking for too much data in one call Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: None of current_variables, hourly_variables, or daily_variables was provided `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone `request_too_large`: Open-Meteo refused the request as asking for too much data in one call Other values are possible when a failure originates below the handler."
  8. Changed3 schema fields changed
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: Neither hourly_variables nor daily_variables was provided `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: Neither hourly_variables nor daily_variables was provided `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone `request_too_large`: Open-Meteo refused the request as asking for too much data in one call Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_variable",
      -  "variable_wrong_cadence",
      -  "no_variables_requested",
      -  "invalid_timezone"
      -]New value: +[
      +  "invalid_variable",
      +  "variable_wrong_cadence",
      +  "no_variables_requested",
      +  "invalid_timezone",
      +  "request_too_large"
      +]
    • changedOutput schema / properties / notice / description
      Previous value: -"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence); recognized variables whose requested window falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, the canvas and table holding the full row set plus the two dataframe tools that read it."New value: +"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence); recognized variables whose requested window falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, either the canvas and table holding the full row set plus the two dataframe tools that read it, or — with DataCanvas disabled — why there is no canvas_id and how to reach the rows the preview omits."
  9. Changed4 schema fields changed
    • changedInput schema / properties / canvas_id / description
      Previous value: -"DataCanvas token for wide past_days or multi-variable queries. When a result is too large to return inline — driven by total payload size, so a wide multi-variable pull can spill at any row count — it spills to this canvas for SQL querying. Omit to create a fresh canvas."New value: +"DataCanvas token for wide past_days or multi-variable queries. When a result is too large to return inline — driven by total payload size, so a wide multi-variable pull can spill at any row count — it spills to this canvas: pass the returned token to openmeteo_dataframe_describe to list the staged table and its columns, then to openmeteo_dataframe_query to run SQL against it. Omit to create a fresh canvas."
    • changedOutput schema / properties / canvas_id / description
      Previous value: -"DataCanvas token for the staged full dataset. Present only when truncated is true AND DataCanvas is enabled (CANVAS_PROVIDER_TYPE=duckdb) — absent otherwise, in which case the preview is all this response carries. Query with SQL using this token."New value: +"DataCanvas token for the staged full dataset. Present only when truncated is true AND DataCanvas is enabled (CANVAS_PROVIDER_TYPE=duckdb) — absent otherwise, in which case the preview is all this response carries. Pass to openmeteo_dataframe_describe to list the staged table and its columns, then to openmeteo_dataframe_query to run SQL against it."
    • changedOutput schema / properties / notice / description
      Previous value: -"Warning that a requested variable came back with no data — names each column whose unit is \"undefined\", which is how the endpoint reports a name it parsed but does not serve in the requested cadence."New value: +"Everything this response needs to say beyond the data, composed into one advisory: columns the endpoint returned with the unit \"undefined\" (a name it parsed but does not serve in the requested cadence); recognized variables whose requested window falls outside the data's coverage, with the timestamps that do carry values; and, when the result spilled, the canvas and table holding the full row set plus the two dataframe tools that read it."
    • changedOutput schema / properties / table_name / description
      Previous value: -"DuckDB table name for the staged data — pass to openmeteo_dataframe_query. Present only alongside canvas_id."New value: +"DuckDB table name for the staged data — use as the FROM target in openmeteo_dataframe_query SQL; openmeteo_dataframe_describe lists its columns. Present only alongside canvas_id."
  10. Changed2 schema fields changed
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: Neither hourly_variables nor daily_variables was provided Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: Neither hourly_variables nor daily_variables was provided `invalid_timezone`: timezone was blank, or upstream did not recognize the requested time zone Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_variable",
      -  "variable_wrong_cadence",
      -  "no_variables_requested"
      -]New value: +[
      +  "invalid_variable",
      +  "variable_wrong_cadence",
      +  "no_variables_requested",
      +  "invalid_timezone"
      +]
  11. Changed6 schema fields changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • addedInput schema / additionalProperties
      Added value: +false
    • changedOutput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • addedOutput schema / anyOf
      Added value: +[
      +  {
      +    "not": {
      +      "required": [
      +        "error"
      +      ]
      +    },
      +    "required": [
      +      "latitude",
      +      "longitude",
      +      "elevation",
      +      "timezone",
      +      "utc_offset_seconds",
      +      "record_count",
      +      "truncated"
      +    ]
      +  },
      +  {
      +    "required": [
      +      "error"
      +    ]
      +  }
      +]
    • addedOutput schema / properties / error
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "Present when the call failed. Absent on success.",
      +  "properties": {
      +    "code": {
      +      "description": "JSON-RPC error code for this failure.",
      +      "maximum": 9007199254740991,
      +      "minimum": -9007199254740991,
      +      "type": "integer"
      +    },
      +    "data": {
      +      "additionalProperties": {},
      +      "properties": {
      +        "reason": {
      +          "description": "Machine-readable failure mode. Declared by this tool: `invalid_variable`: An unknown variable name was requested `variable_wrong_cadence`: A variable Open-Meteo documents under one cadence was passed in the other cadence field — for example cloud_cover in daily_variables, or temperature_2m_max in hourly_variables `no_variables_requested`: Neither hourly_variables nor daily_variables was provided Other values are possible when a failure originates below the handler.",
      +          "examples": [
      +            "invalid_variable",
      +            "variable_wrong_cadence",
      +            "no_variables_requested"
      +          ],
      +          "type": "string"
      +        },
      +        "recovery": {
      +          "additionalProperties": {},
      +          "description": "Actionable next step for the caller.",
      +          "properties": {
      +            "hint": {
      +              "type": "string"
      +            }
      +          },
      +          "required": [
      +            "hint"
      +          ],
      +          "type": "object"
      +        },
      +        "retryable": {
      +          "description": "Whether retrying may succeed.",
      +          "type": "boolean"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "message": {
      +      "description": "Human-readable description of what went wrong.",
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "code",
      +    "message"
      +  ],
      +  "type": "object"
      +}
    • removedOutput schema / required
      Removed value: -[
      -  "latitude",
      -  "longitude",
      -  "elevation",
      -  "timezone",
      -  "utc_offset_seconds",
      -  "record_count",
      -  "truncated"
      -]
  12. Changed3 schema fields changed
    • changedInput schema / properties / daily_variables / description
      Previous value: -"Daily summary variables (e.g., [\"temperature_2m_max\", \"temperature_2m_min\", \"precipitation_sum\", \"wind_speed_10m_max\", \"sunrise\", \"sunset\", \"uv_index_max\"]). At least one of hourly_variables or daily_variables is required."New value: +"Daily summary variables (e.g., [\"temperature_2m_max\", \"temperature_2m_min\", \"precipitation_sum\", \"wind_speed_10m_max\", \"sunrise\", \"sunset\", \"uv_index_max\"]). Daily names only — an hourly name such as cloud_cover or temperature_2m belongs in hourly_variables and is rejected here; for a daily summary of an hourly variable use its published aggregate (cloud_cover_max, cloud_cover_mean, cloud_cover_min). At least one of hourly_variables or daily_variables is required."
    • changedInput schema / properties / hourly_variables / description
      Previous value: -"Hourly variables to fetch (e.g., [\"temperature_2m\", \"precipitation\", \"wind_speed_10m\", \"relative_humidity_2m\", \"cloud_cover\", \"uv_index\", \"apparent_temperature\"]). At least one of hourly_variables or daily_variables is required."New value: +"Hourly variables to fetch (e.g., [\"temperature_2m\", \"precipitation\", \"wind_speed_10m\", \"relative_humidity_2m\", \"cloud_cover\", \"uv_index\", \"apparent_temperature\"]). Hourly names only — a daily aggregate such as temperature_2m_max or precipitation_sum belongs in daily_variables and is rejected here. At least one of hourly_variables or daily_variables is required."
    • addedOutput schema / properties / notice
      Added value: +{
      +  "description": "Warning that a requested variable came back with no data — names each column whose unit is \"undefined\", which is how the endpoint reports a name it parsed but does not serve in the requested cadence.",
      +  "type": "string"
      +}
  13. Changed10 schema fields changed
    • addedInput schema / properties / canvas_id
      Added value: +{
      +  "description": "DataCanvas token for wide past_days or multi-variable queries. When a result is too large to return inline — driven by total payload size, so a wide multi-variable pull can spill at any row count — it spills to this canvas for SQL querying. Omit to create a fresh canvas.",
      +  "type": "string"
      +}
    • changedInput schema / properties / latitude / description
      Previous value: -"Latitude in decimal degrees (e.g., 47.6062 for Seattle). Use openmeteo_geocode to resolve a place name to coordinates."New value: +"Latitude in decimal degrees (e.g., 47.6062 for Seattle). Use openmeteo_search_locations to resolve a place name to coordinates."
    • changedInput schema / properties / timezone / description
      Previous value: -"IANA timezone (e.g., \"America/Los_Angeles\") or \"auto\" to use the location's local timezone. Default \"auto\". The timezone from openmeteo_geocode is ideal to pass here."New value: +"IANA timezone (e.g., \"America/Los_Angeles\") or \"auto\" to use the location's local timezone. Default \"auto\". The timezone from openmeteo_search_locations is ideal to pass here."
    • addedOutput schema / properties / canvas_id
      Added value: +{
      +  "description": "DataCanvas token for the staged full dataset. Present only when truncated is true AND DataCanvas is enabled (CANVAS_PROVIDER_TYPE=duckdb) — absent otherwise, in which case the preview is all this response carries. Query with SQL using this token.",
      +  "type": "string"
      +}
    • changedOutput schema / properties / daily / description
      Previous value: -"Per-day records. Each object has a \"time\" field (YYYY-MM-DD) plus one key per requested variable with its value. Units are in the daily_units map. Absent when only hourly_variables were requested."New value: +"Per-day records. Each object has a \"time\" field (YYYY-MM-DD) plus one key per requested variable with its value. Units are in the daily_units map. Absent when only hourly_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present."
    • changedOutput schema / properties / hourly / description
      Previous value: -"Per-hour records. Each object has a \"time\" field (ISO 8601) plus one key per requested variable with its value. Units are in the hourly_units map. Absent when only daily_variables were requested."New value: +"Per-hour records. Each object has a \"time\" field (ISO 8601) plus one key per requested variable with its value. Units are in the hourly_units map. Absent when only daily_variables were requested. When truncated, contains only a preview — query canvas_id for the full dataset when one is present."
    • addedOutput schema / properties / record_count
      Added value: +{
      +  "description": "Total number of records (hourly + daily rows) — the full upstream total when truncated is true, not the combined length of the hourly and daily previews.",
      +  "type": "number"
      +}
    • addedOutput schema / properties / table_name
      Added value: +{
      +  "description": "DuckDB table name for the staged data — pass to openmeteo_dataframe_query. Present only alongside canvas_id.",
      +  "type": "string"
      +}
    • addedOutput schema / properties / truncated
      Added value: +{
      +  "description": "True when the response was too large to return inline, so hourly and daily carry a bounded preview rather than the full set. With DataCanvas enabled the complete data is staged at canvas_id — every hourly and daily row, including any column the preview omits. With it disabled there is no canvas_id, and the omitted rows are reached only by narrowing the request.",
      +  "type": "boolean"
      +}
    • changedOutput schema / required
      Previous value: -[
      -  "latitude",
      -  "longitude",
      -  "elevation",
      -  "timezone",
      -  "utc_offset_seconds"
      -]New value: +[
      +  "latitude",
      +  "longitude",
      +  "elevation",
      +  "timezone",
      +  "utc_offset_seconds",
      +  "record_count",
      +  "truncated"
      +]
  14. First observed

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare a safe, idempotent read, and the description still adds real behavioral surface: 2+ models suffix every column with the model name, regional models can fail as coverage_gap or be silently dropped with a notice, and wide windows spill to a DataCanvas returning truncated: true. What it doesn't cover is the error shape for bad coordinates/timezone or any rate/cost limits, keeping it just short of a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Dense but front-loaded: forecast scope first, historical-alternative routing second, return shape third, then the advanced models/canvas mechanics. Some sentences restate schema content (the common-variable lists, the 'at least one of ... is required' clause), which costs it a point on a 14-parameter definition where every word otherwise earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 14-parameter tool with an output schema, everything an agent needs to call it correctly is present: required coordinate pairing, unit defaults, the 1–16/0–92 bounds, the one-of variable requirement, model suffix semantics, and the spill/describe/query recovery path. Nothing material is left to inference.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema description coverage the baseline is 3, and the description genuinely adds meaning on top: model-name suffixing rules, that current_variables takes at most one model, that daily-only names return null/'undefined' in current_variables, and the payload-size trigger for canvas spilling. It omits cell_selection's land/sea distinction, which the schema does carry.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb+resource+scope: 'Weather forecast for coordinates: hourly and/or daily variables for up to 16 days ahead'. It also explicitly carves out the boundary with the sibling openmeteo_get_historical via the past_days pattern, so an agent can separate the two without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives explicit when-to-use routing: 'Use past_days instead of openmeteo_get_historical for dates within the last week', plus why current_variables beats picking the nearest hourly row, when to set models for uncertainty comparison, and the describe-then-query follow-up path after a canvas spill. Conditions that select each alternative are stated, not implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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