com.geiant/mcp-perception
repo:https://github.com/gns-foundation/geiant
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
- transport:
- remote
- credential class:
- self-provisionable
Owner verification
Not yet verified. Verifying proves you control this server and is free, permanently — it never changes a published score.
Start verification →Tools
- check_delegation_chainshallow
Verify the human → agent delegation chain and check whether a specific tool is whitelisted for this agent. Answers the regulatory question: "Did a real human authorize this AI action?" Returns the principal identity, delegation depth, cert validity, and tool authorization.
- generate_audit_proofshallow
Generate a EU AI Act Art. 12 (record-keeping) and Art. 14 (human oversight) compliance evidence bundle for an AI agent. Returns the cryptographic audit chain, Merkle epoch roots, delegation certificate, trust score, and violation history — sufficient for regulatory submission. The chain_verification.is_valid field proves the audit trail has not been tampered with.
- gns_get_compliance_reportshallow
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.
- gns_get_trust_scoreshallow
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.
- gns_roll_epochshallow
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.
- gns_verify_chainshallow
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.
- perception_classifyshallow
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.
- perception_embedshallow
[Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings.
- perception_fetch_tileshallow
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.
- perception_weathershallow
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.
- verify_jurisdictionshallow
Verify that an AI agent is authorized to operate in a specific H3 territorial cell. Checks the GNS-AIP delegation certificate: signature validity, temporal bounds, H3 cell authorization, and facet authorization. Returns a structured result indicating whether the agent may proceed.
Embed this server’s score
Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.
[](https://vouch.tools/servers/df64a616-7bba-4182-b73b-5d31255930ee)