mcp-registry/com.geiant/mcp-perception · v0.3.0
As of 2026-10-19 07:36 UTC, the Geiant Perception MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 8 outages in 90 days, with a median recovery of 3 minutes.
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
Claude Code
claude mcp add --transport http geiant-perception-mcp-server https://packagesmcp-perception-production.up.railway.app/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"geiant-perception-mcp-server": {
"type": "http",
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
8 of 8 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
Handshake + tools/list takes ~1,786 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.geiant%2Fmcp-perception/fixes
{
"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.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"agentHandle": {
"type": "string",
"description": "GNS handle of the agent (e.g. energy@italy-geiant)"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
},
"title": "Get Compliance Report"
}{
"name": "gns_get_trust_score",
"description": "Get the current TierGate trust tier and score for an agent. Tiers: provisioned (0%) → observed (25%) → trusted (60%) → certified (85%) → sovereign (99%). Omit agent_pk to query the server's own agent.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"agent_pk": {
"type": "string",
"description": "Ed25519 public key (64 hex chars). Omit for own agent."
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}{
"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.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"h3_cell"
],
"properties": {
"h3_cell": {
"type": "string",
"description": "H3 cell ID at any resolution."
},
"days_back": {
"type": "number",
"maximum": 365,
"minimum": 1,
"description": "Days to search back. Default: 30."
},
"timestamp": {
"type": "string",
"description": "ISO 8601 datetime. Search back from this point. Defaults to now."
},
"max_cloud_cover": {
"type": "number",
"maximum": 100,
"minimum": 0,
"description": "Max cloud cover %. Default: 20."
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.geiant/mcp-perception"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.geiant/mcp-perception"}) over MCP.
perception_classify ~302 tokensperception_fetch_tile ~263 tokensperception_weather ~191 tokensgns_get_trust_score ~132 tokensgns_verify_chain ~131 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.geiant%2Fmcp-perception?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.geiant%2Fmcp-perception?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.geiant%2Fmcp-perception.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.geiant%2Fmcp-perception.svg :target: https://glimind.com/server/mcp-registry%2Fcom.geiant%2Fmcp-perception?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:e28bbce1ce1d2451…, first seen 2026-10-17, included at leaf 2890 of 25,526. Version history · verify what your client received.
Compare: most reliable compliance servers · most reliable trust servers · most reliable data servers · most reliable security servers · most reliable ml servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-19 07:36 UTC, the Geiant Perception MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 8 outages in 90 days, with a median recovery of 3 minutes.
Geiant Perception MCP server advertises 8 tools, including gns_get_compliance_report, gns_get_trust_score, gns_roll_epoch, gns_verify_chain, perception_classify.
Point your MCP client at this streamable-http endpoint: https://packagesmcp-perception-production.up.railway.app/mcp
Glimind scanned all 8 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.