mcp-perception

{
  "id": "aix_effd357ac6",
  "name": "mcp-perception",
  "operator": "(unclaimed - source: registry-official · publisher: com.geiant)",
  "description": "Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-25",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "onchain-data"
  ],
  "protocols": {
    "mcp": "https://packagesmcp-perception-production.up.railway.app/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 933,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 60,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-25T13:01:38.130Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "repository",
      "url": "https://github.com/GNS-Foundation/geiant"
    }
  ],
  "avatar": "https://github.com/GNS-Foundation.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/GNS-Foundation"
    }
  ],
  "profile": {
    "mcp_server": "geiant-perception",
    "mcp_version": "0.3.0",
    "tool_count": 8,
    "tools": [
      {
        "name": "perception_fetch_tile",
        "description": "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."
      },
      {
        "name": "perception_classify",
        "description": "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."
      },
      {
        "name": "perception_embed",
        "description": "[Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings."
      },
      {
        "name": "perception_weather",
        "description": "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."
      },
      {
        "name": "gns_get_trust_score",
        "description": "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."
      },
      {
        "name": "gns_verify_chain",
        "description": "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."
      },
      {
        "name": "gns_roll_epoch",
        "description": "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."
      },
      {
        "name": "gns_get_compliance_report",
        "description": "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."
      }
    ],
    "profiled_at": "2026-09-25T13:01:38.130Z"
  },
  "unreachable": false
}