MCP server

Geiant Perception Official

com.geiant/mcp-perception

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Source

At a glance

Type

MCP server

Publisher

geiant.com (verified by the MCP Registry)

Status

Working at last check

Tools

8

Token cost

About 1,384 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.mcp-perception]
url = "https://packagesmcp-perception-production.up.railway.app/mcp"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"mcp-perception":{"type":"http","url":"https://packagesmcp-perception-production.up.railway.app/mcp"}}}

Antigravity

agy mcp add mcp-perception https://packagesmcp-perception-production.up.railway.app/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"mcp-perception","server_url":"https://packagesmcp-perception-production.up.railway.app/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"mcp-perception","server_url":"https://packagesmcp-perception-production.up.railway.app/mcp"}

Tools

• gns_get_compliance_report ~129 tokens
  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_score ~136 tokens
  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_epoch ~104 tokens
  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_chain ~135 tokens
  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_classify ~311 tokens
  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 wri
• perception_embed ~102 tokens
  [Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings.
• perception_fetch_tile ~270 tokens
  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 per
• perception_weather ~197 tokens
  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.

Browse

• Microsoft tools
• Searching your documents (RAG)
• Weather

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