GribStream Weather MCP

{
  "id": "aix_f0d387cc8a",
  "name": "GribStream Weather MCP",
  "operator": "(unclaimed - source: registry-official · publisher: com.gribstream)",
  "description": "NOAA and ECMWF weather forecast MCP for discovery, validation, and GribStream OAuth queries.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-11-09",
  "missing_fields": [
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  "skills": [
    "github-ops",
    "trading-strategy"
  ],
  "protocols": {
    "mcp": "https://gribstream.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 2798,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 42,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-11-09T10:00:48.691Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://gribstream.com/"
    },
    {
      "label": "repository",
      "url": "https://github.com/GribStream/gribstream-mcp"
    }
  ],
  "avatar": "https://github.com/GribStream.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/GribStream"
    }
  ],
  "payment_method": "open",
  "unreachable": false,
  "profile": {
    "mcp_server": "gribstream",
    "mcp_version": "1.2.0",
    "tool_count": 12,
    "tools": [
      {
        "name": "gribstream_build_runs_request",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Build and validate a runnable /runs API request and curl command without sending it. Use gribstream_query_runs to retrieve model-run comparisons directly; a separate build call is optional. Use catalog selectors in request.variables and points in request.coordinates or one request.grid."
      },
      {
        "name": "gribstream_build_timeseries_request",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Build and validate a runnable /timeseries API request and curl command without sending it. Use gribstream_query_timeseries to retrieve data directly; a separate build call is optional. Use catalog selectors in request.variables and points in request.coordinates or one request.grid. Omit asOf for latest forecasts."
      },
      {
        "name": "gribstream_get_dataset",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Inspect archive coverage, cadence, horizon, members, and native_grid geometry for one dataset. The native coordinate URL requires authentication and geographic bounds; geometry does not prove variable availability."
      },
      {
        "name": "gribstream_get_expression_reference",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Get expression syntax, alias rules, examples, and supported func.* math functions for derived weather signals."
      },
      {
        "name": "gribstream_get_parameter",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Gets detailed metadata and exact selector variations for one already-known dataset-native parameter code. Parameter codes are case-sensitive. For a common natural-language concept such as 2 metre temperature, use gribstream_resolve_shared_parameter before guessing a native code."
      },
      {
        "name": "gribstream_list_datasets",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Find candidate datasets for a region and weather variable. Filter by provider, region, forecast_time, shared_parameter and is_ensemble; sort_by=resolution ranks nominal resolution in km. With shared_parameter, each result includes a validated request fragment and exact/approximate match. Use it directly in one gribstream_query_timeseries call. Coverage envelopes and forecast horizons are catalog hints, not live availability guarantees. No weather values are fetched."
      },
      {
        "name": "gribstream_list_parameters",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Lists parameter summaries for one dataset. Use this before selecting exact case-sensitive parameter codes."
      },
      {
        "name": "gribstream_list_shared_parameters",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Lists normalized shared parameter presets that can map one logical signal across datasets. Use this only when the shared parameter code is uncertain; when a common code such as temperature_2m is already clear, call gribstream_resolve_shared_parameter directly."
      },
      {
        "name": "gribstream_query_runs",
        "description": "AUTH REQUIRED / DATA QUERY. Fetch or retrieve weather values across model runs to compare changing forecasts. timesList selects exact model run times, not valid times; minHorizon/maxHorizon constrain lead hours. Use discovered request.variables with coordinates or one grid. CSV is the default; use delivery=url for large results. Response rows are unsorted; sort by location, forecasted_at and forecasted_time before plotting. When a live query returns a resource_link, the exact signed HTTPS URL is the result: download it directly once with an available HTTPS or file-download capability, without "
      },
      {
        "name": "gribstream_query_timeseries",
        "description": "AUTH REQUIRED / DATA QUERY. Fetch or retrieve weather values for maps, heatmaps and analysis at selected valid times. Use discovered request.variables with coordinates or one grid; no separate build/validate call is needed. CSV is the default; use delivery=url for large results and render the downloaded file locally. Prefer Parquet only with an available reader. Use timesList for one exact UTC valid time; omit asOf for latest forecasts. Requested sampling does not increase native resolution. Response rows are unsorted; sort rows before plotting. When a live query returns a resource_link, the e"
      },
      {
        "name": "gribstream_resolve_shared_parameter",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Resolves a weather concept to validated native variables/expressions and an exact or approximate match label. Use resolved_request directly in /timeseries or /runs; read resolved_match for height differences and native statistics. Use this first for common natural-language concepts such as 2 metre temperature or 10 metre wind instead of guessing dataset-native codes such as TMP."
      },
      {
        "name": "gribstream_validate_request",
        "description": "NO AUTH / PUBLIC / READ-ONLY. Validates the basic shape, exact selector tuples, and expression syntax of a proposed GribStream /timeseries or /runs request without sending it. Use this before returning any hand-edited curl or when changing a request from one dataset to another."
      }
    ],
    "profiled_at": "2026-11-09T10:00:48.691Z"
  }
}