mcp-perception

com.geiant/mcp-perceptionVersion 0.3.3

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

Status

Responds215 msNov 14, 2026, 13:58 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 13:58 UTC
Latency: 215 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://packagesmcp-perception-production.up.railway.app/mcpResponds215 msNov 14, 2026, 13:58 UTC

No sign-in

Claude Code

claude mcp add --transport http mcp-perception https://packagesmcp-perception-production.up.railway.app/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: mcp-perception
Remote MCP server URL: https://packagesmcp-perception-production.up.railway.app/mcp

Cursor

{
  "mcpServers": {
    "mcp-perception": {
      "url": "https://packagesmcp-perception-production.up.railway.app/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"mcp-perception","type":"http","url":"https://packagesmcp-perception-production.up.railway.app/mcp"}'

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Tools

8 tools

Tools of mcp-perception
	Description		Read-only	Idempotent	Open world
`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.	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.	Not declared	Not declared	Not declared	Not declared
`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.	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.	Not declared	Not declared	Not declared	Not declared
`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.	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.	Not declared	Not declared	Not declared	Not declared
`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.	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.	Not declared	Not declared	Not declared	Not declared
`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.	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.	Not declared	Not declared	Not declared	Not declared
`perception_embed`[Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings.	[Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings.	Not declared	Not declared	Not declared	Not declared
`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.	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.	Not declared	Not declared	Not declared	Not declared
`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.	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.	Not declared	Not declared	Not declared	Not declared

Details

Registry status: Active
Published: Apr 11, 2026
Updated: Apr 11, 2026
Website: Not given
Repository: https://github.com/GNS-Foundation/geiant⁠ (opens in a new tab)
Categories (suggested): Data and analyticsSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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