Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
| Endpoint | https://packagesmcp-perception-production.up.railway.app/mcp (streamable-http) |
|---|---|
| Registry version | 0.3.3 |
| Now | 8 tools · grade A (91) · pin ts_5d6c89ef7d6bcf6ff673d6f434d4d33a · protocol 2025-06-18 |
| First / last listed | 2026-11-11 01:33 UTC / 2026-11-11 01:33 UTC |
| Grade over time | 2026-11-11: A (91), 8 tools |
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Tools: perception_fetch_tile perception_classify perception_embed perception_weather gns_get_trust_score gns_verify_chain gns_roll_epoch gns_get_compliance_report
perception_fetch_tile | Fetch the least-cloudy Sentinel-2 L2A tile covering a given H3 cell from Microsoft Planetary Computer. Returns signed COG band URLs for all 6 Prithvi/Clay spectral bands (B02 Blue, B03 Green, B04 Red, B8A NIR, B11 SWIR1, B12 SWIR2), plus tile metadata. The tile is cached in memory for subsequent perception_classify or perception_embed calls. params: h3_cell*, timestamp, max_cloud_cover, days_back |
perception_classify | Run Prithvi-EO-2.0-300M-TL-Sen1Floods11 flood classification on a Sentinel-2 tile previously fetched by perception_fetch_tile. Sends the 6-band chip to a RunPod endpoint and returns: dominant_class, flood_pixel_pct, confidence, class_counts, and the full perception_chain. The perception chain is written to Spatial Memory and a signed audit breadcrumb is dropped to the agent trail. params: tile_id*, task*, h3_cell, write_to_spatial_memory |
perception_embed | [Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings. params: tile_id* |
perception_weather | Query atmospheric conditions for an H3 cell at a given timestamp from Open-Meteo ERA5. Returns wind, precipitation, temperature. Writes to Spatial Memory and drops a signed audit breadcrumb. params: h3_cell*, timestamp, write_to_spatial_memory |
gns_get_trust_score | Get the current TierGate trust tier and score for an agent. Tiers: provisioned (0%) → observed (25%) → trusted (60%) → certified (85%) → sovereign (99%). Omit agent_pk to query the server's own agent. params: agent_pk |
gns_verify_chain | Verify the cryptographic integrity of an agent's breadcrumb chain. Returns { is_valid, block_count, issues[] } plus epoch Merkle roots. A valid chain proves no audit records have been tampered with. params: agent_pk |
gns_roll_epoch | Roll all pending breadcrumbs into a new sealed epoch with a Merkle root. Returns { epoch_index, merkle_root, block_count, epoch_hash }. Call this at the end of a session to produce a tamper-evident compliance snapshot. params: none |
gns_get_compliance_report | Returns a full EU AI Act compliance report for a GNS agent, including trust score, chain verification, Merkle epoch proofs, delegation certificate, and regulatory status. params: agentHandle |
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