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cmer81

Open-Meteo MCP Server

by cmer81

Climate Projection

climate_projection
Read-onlyIdempotent

Retrieve CMIP6 climate change projections for chosen warming scenarios, dates, and coordinates to assess future temperature, precipitation, wind, and soil conditions.

Instructions

Get climate change projections from CMIP6 models for different warming scenarios.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dailyNo
modelsNoOmit to use the default model.
end_dateYesDate in YYYY-MM-DD format.
latitudeYes
timezoneNoIANA time zone (e.g. "Europe/Paris"), or "auto" for the location's own. Default GMT.
longitudeYes
start_dateYesDate in YYYY-MM-DD format.
timeformatNoiso8601
cell_selectionNoGrid cell to use near a coastline: prefer "land", prefer "sea", or the "nearest" cell.
wind_speed_unitNokmh
temperature_unitNocelsius
precipitation_unitNomm
disable_bias_correctionNoReturn raw model output instead of bias-corrected values.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed16 schema fields changedv2.5.0
    • addedInput schema / $schema
      Added value: +"http://json-schema.org/draft-07/schema#"
    • addedInput schema / additionalProperties
      Added value: +false
    • addedInput schema / properties / cell_selection
      Added value: +{
      +  "description": "Grid cell to use near a coastline: prefer \"land\", prefer \"sea\", or the \"nearest\" cell.",
      +  "enum": [
      +    "land",
      +    "sea",
      +    "nearest"
      +  ],
      +  "type": "string"
      +}
    • removedInput schema / properties / daily / description
      Removed value: -"Climate projection variables to retrieve"
    • changedInput schema / properties / daily / items / enum
      Previous value: -[
      -  "temperature_2m_max",
      -  "temperature_2m_min",
      -  "temperature_2m_mean",
      -  "cloud_cover_mean",
      -  "relative_humidity_2m_max",
      -  "relative_humidity_2m_min",
      -  "relative_humidity_2m_mean",
      -  "soil_moisture_0_to_10cm_mean",
      -  "precipitation_sum",
      -  "rain_sum",
      -  "snowfall_sum",
      -  "wind_speed_10m_mean",
      -  "wind_speed_10m_max",
      -  "pressure_msl_mean",
      -  "shortwave_radiation_sum"
      -]New value: +[
      +  "temperature_2m_max",
      +  "temperature_2m_min",
      +  "temperature_2m_mean",
      +  "cloud_cover_mean",
      +  "relative_humidity_2m_max",
      +  "relative_humidity_2m_min",
      +  "relative_humidity_2m_mean",
      +  "precipitation_sum",
      +  "rain_sum",
      +  "snowfall_sum",
      +  "snowfall_water_equivalent_sum",
      +  "wind_speed_10m_mean",
      +  "wind_speed_10m_max",
      +  "wind_gusts_10m_mean",
      +  "wind_gusts_10m_max",
      +  "pressure_msl_mean",
      +  "shortwave_radiation_sum",
      +  "et0_fao_evapotranspiration_sum",
      +  "vapour_pressure_deficit_max",
      +  "dew_point_2m_mean",
      +  "dew_point_2m_max",
      +  "dew_point_2m_min",
      +  "growing_degree_days_base_0_limit_50",
      +  "leaf_wetness_probability_mean",
      +  "daylight_duration",
      +  "soil_moisture_0_to_7cm_mean",
      +  "soil_moisture_7_to_28cm_mean",
      +  "soil_moisture_28_to_100cm_mean",
      +  "soil_moisture_0_to_100cm_mean",
      +  "soil_moisture_index_0_to_7cm_mean",
      +  "soil_moisture_index_7_to_28cm_mean",
      +  "soil_moisture_index_28_to_100cm_mean",
      +  "soil_temperature_0_to_7cm_mean",
      +  "soil_temperature_7_to_28cm_mean",
      +  "soil_temperature_28_to_100cm_mean",
      +  "soil_temperature_0_to_100cm_mean"
      +]
    • removedInput schema / properties / disable_bias_correction / default
      Removed value: -false
    • changedInput schema / properties / disable_bias_correction / description
      Previous value: -"Disable statistical downscaling and bias correction"New value: +"Return raw model output instead of bias-corrected values."
    • changedInput schema / properties / end_date / description
      Previous value: -"End date in YYYY-MM-DD format"New value: +"Date in YYYY-MM-DD format."
    • removedInput schema / properties / latitude / description
      Removed value: -"Latitude in WGS84 coordinate system"
    • removedInput schema / properties / longitude / description
      Removed value: -"Longitude in WGS84 coordinate system"
    • changedInput schema / properties / models / description
      Previous value: -"Climate models to use"New value: +"Omit to use the default model."
    • changedInput schema / properties / models / items / enum
      Previous value: -[
      -  "meteofrance_arome_france_hd",
      -  "meteofrance_arome_france",
      -  "meteofrance_arpege_europe",
      -  "icon_eu",
      -  "icon_global",
      -  "ecmwf_ifs025",
      -  "gfs013"
      -]New value: +[
      +  "CMCC_CM2_VHR4",
      +  "FGOALS_f3_H",
      +  "HiRAM_SIT_HR",
      +  "MRI_AGCM3_2_S",
      +  "EC_Earth3P_HR",
      +  "MPI_ESM1_2_XR",
      +  "NICAM16_8S"
      +]
    • changedInput schema / properties / start_date / description
      Previous value: -"Start date in YYYY-MM-DD format"New value: +"Date in YYYY-MM-DD format."
    • addedInput schema / properties / timeformat
      Added value: +{
      +  "default": "iso8601",
      +  "enum": [
      +    "iso8601",
      +    "unixtime"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / timezone
      Added value: +{
      +  "description": "IANA time zone (e.g. \"Europe/Paris\"), or \"auto\" for the location's own. Default GMT.",
      +  "type": "string"
      +}
    • changedInput schema / required
      Previous value: -[
      -  "latitude",
      -  "longitude",
      -  "start_date",
      -  "end_date",
      -  "models",
      -  "daily"
      -]New value: +[
      +  "latitude",
      +  "longitude",
      +  "start_date",
      +  "end_date"
      +]
  2. First observedv1.1.3

TDQS

C2.7/5.0
Behavior2/5

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

Annotations already declare readOnly, idempotent, non-destructive, and open-world behavior, so the safety profile is covered. The description adds only that outputs come from CMIP6 models, and it omits notable behaviors such as the default bias correction (and how disable_bias_correction changes results), the historical-vs-projection date range limits, and any cost or rate considerations.

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?

A single front-loaded sentence with no filler, so it is efficiently structured. It is under-specified rather than padded, which is a completeness problem rather than a conciseness one.

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

Completeness2/5

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

For a 13-parameter tool with no output schema and 46% schema coverage, the description is far too thin: it does not explain valid projection time horizons, what the returned data looks like, or how scenario framing maps to the provided parameters. An agent would need to guess at much of the invocation behavior.

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

Parameters2/5

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

With 13 parameters and only 46% schema description coverage, the description should carry real weight, but it only loosely gestures at the models parameter ('CMIP6 models') and introduces an unbacked 'warming scenarios' concept. The daily variable list, unit options, timezone, cell_selection, and bias-correction flag receive no clarification beyond the schema.

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

Purpose4/5

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

The description names a specific verb ('Get'), resource ('climate change projections'), and source ('CMIP6 models'), which clearly separates it from the near-term weather-forecast siblings like gfs_forecast or weather_forecast. It falls short of a 5 because it does not explicitly name any sibling it complements or excludes.

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

Usage Guidelines2/5

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

There is no guidance on when to choose this over seasonal_forecast or the various forecast tools, nor any prerequisites for date ranges. The mention of 'different warming scenarios' is unhelpful because no scenario parameter exists in the schema, so the agent receives no actionable selection criteria.

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