dynamical.org Weather & Climate Catalog is a remote MCP server that gives an AI agent 4 tools, among them get_access_pattern, get_dataset_info, list_recent_runs. It answers at https://mcp.dynamical.org/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 22 October 2026, succeeded.
Search dynamical.org's open STAC catalog of weather & climate datasets (GFS, ECMWF, HRRR).
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
get_access_pattern | 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 Inputs: collection_id |
get_dataset_info | 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) Inputs: collection_id |
list_recent_runs | 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-analys Inputs: collection_id, limit |
search_catalog | 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 Inputs: query, limit |
Every block below points at https://mcp.dynamical.org/mcp. Pick your client and copy.
claude mcp add --transport http dynamical-org-weather-climate-ca https://mcp.dynamical.org/mcp
{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.dynamical.org/mcp"]
}
}
}{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"url": "https://mcp.dynamical.org/mcp"
}
}
}{
"servers": {
"dynamical-org-weather-climate-ca": {
"type": "http",
"url": "https://mcp.dynamical.org/mcp"
}
}
}{
"context_servers": {
"dynamical-org-weather-climate-ca": {
"url": "https://mcp.dynamical.org/mcp"
}
}
}{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"serverUrl": "https://mcp.dynamical.org/mcp"
}
}
}{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"url": "https://mcp.dynamical.org/mcp"
}
}
}name: dynamical.org Weather & Climate Catalog
version: 0.0.1
schema: v1
mcpServers:
- name: dynamical.org Weather & Climate Catalog
type: streamable-http
url: https://mcp.dynamical.org/mcp{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"httpUrl": "https://mcp.dynamical.org/mcp"
}
}
}{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"type": "http",
"url": "https://mcp.dynamical.org/mcp"
}
}
}{
"mcpServers": {
"dynamical-org-weather-climate-ca": {
"url": "https://mcp.dynamical.org/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.dynamical.org%2Fmcp&type=streamable_http&id=dynamical-org-weather-climate-ca&name=dynamical.org%20Weather%20%26%20Climate%20Catalog
It answered our last check on 22 October 2026 in 487 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
4, as returned by the server's own tools/list on 14 September 2026: get_access_pattern, get_dataset_info, list_recent_runs, search_catalog.
It answered our last check on 22 October 2026 in 487 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.dynamical.org/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.dynamical-org. Endpoint host: mcp.dynamical.org. ARD identifier: urn:air:io.github.dynamical-org:mcp:mcp.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.