MCP server

dynamical.org Weather & Climate Catalog Official

io.github.dynamical-org/mcp

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

Search dynamical.org's open STAC catalog of weather & climate datasets (GFS, ECMWF, HRRR).

Working at last checkOfficial: dynamical.org's GitHub account (dynamical-org)About 1,366 tokens per request once connected4 tools

https://mcp.dynamical.org/mcp

At a glance

Type: MCP server
Publisher: dynamical.org (verified by the MCP Registry)
Status: Working at last check
Tools: 4
Token cost: About 1,366 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 25 Oct 2026, 20:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http dynamical-org https://mcp.dynamical.org/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.dynamical-org]
url = "https://mcp.dynamical.org/mcp"

Gemini CLI

{"mcpServers":{"dynamical-org":{"httpUrl":"https://mcp.dynamical.org/mcp"}}}

Cursor

{"mcpServers":{"dynamical-org":{"url":"https://mcp.dynamical.org/mcp"}}}

VS Code

{"servers":{"dynamical-org":{"type":"http","url":"https://mcp.dynamical.org/mcp"}}}

Antigravity

agy mcp add dynamical-org https://mcp.dynamical.org/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"dynamical-org","server_url":"https://mcp.dynamical.org/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"dynamical-org","server_url":"https://mcp.dynamical.org/mcp"}

get_access_pattern ~373 tokens
Get the storage URI and working code for opening a dynamical.org dataset's data. dynamical.org publishes a Python package, `dynamical-catalog`, that reads the STAC catalog itself to resolve and open a dataset -- it's the recommended access pattern because it can't go stale even if the underlying st
get_dataset_info ~312 tokens
Get documentation, spatial/time resolution, domain, and update cadence for one dynamical.org dataset. dynamical.org/catalog is itself rendered from this same STAC catalog, so this tool fetches the collection document live (short TTL cache) rather than relying on anything baked into this server -- i
list_recent_runs ~334 tokens
Check run freshness and arrival status for a dynamical.org forecast dataset, from the same public feed status.dynamical.org's dashboard polls. Only forecast collections are pipeline-monitored today (analysis collections like noaa-gfs-analysis or noaa-mrms-conus-analysis-hourly aren't yet tracked by
search_catalog ~347 tokens
Search dynamical.org's STAC catalog of cloud-optimized weather and climate datasets. Matches against each dataset's model name, description, spatial/time domain and resolution, forecast range, and variable names -- so a query can be a model ("GFS"), a variable ("precipitation", "temperature_2m"), a

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