GEIANT Perception exposes geospatial weather, satellite-tile and classification tools with project audit and delegation evidence.
GEIANT Perception exposes geospatial weather, satellite-tile and classification tools with project audit and delegation evidence.
Perception combines weather retrieval, satellite-tile discovery and optional geospatial classification. Its documented weather source uses Open-Meteo data, while tile discovery uses Sentinel-2 STAC metadata and band URLs. H3 cells identify areas for the workflows. A tile metadata result is not automatically a downloaded raster or a completed land-cover classification.
The source implements Streamable HTTP and legacy SSE. Weather and tile lookup have different requirements from classification, which uses a configured RunPod GPU endpoint. The documentation describes the Clay embedding tool as planned; this profile does not add it as a verified available tool. The governance functions inspect the project's audit, trust and delegation records.
Start with a known location and compare the returned weather coverage, image metadata and cell boundary with the requested area. Inspect timestamps and source coverage inside the data itself when choosing observations. A project compliance report contains project evidence, not independent legal certification. Review the underlying audit records and classification configuration before relying on a summarized result in another workflow.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| perception_weather | Retrieve weather information for a geospatial area. |
| perception_fetch_tile | Retrieve satellite-tile metadata and band URLs. |
| perception_classify | Classify imagery through a configured model backend. |
| gns_get_compliance_report | Retrieve project audit and delegation evidence. |
| gns_get_trust_score | Read the project trust score. |
| gns_verify_chain | Verify a project audit chain. |
| gns_roll_epoch | Roll project audit evidence into an epoch. |
{
"mcpServers": {
"geiant-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}An HTTP MCP client. Classification needs the configured GPU backend; audit and delegation features depend on the deployment configuration.
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