com.geiant/mcp-perception

REMOTE · PACKAGESMCP-PERCEPTION-PRODUCTION.UP.RAILWAY.APP · SCANNED AUG 3

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

Available components

remote · packagesmcp-perception-production.up.railway.app 60

+5 this week 60 60 Trust /100

Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security57

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
Authorisation not fully verified: no authorisation is required to call this server, and 8 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability42

0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Fail
AI-judged instruction clarity (good).Pass
Tool/resource definitions use about 802 tokens (~89/item across 9 items; 8 tools + 1 resources), lean.Pass
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management27

Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage100

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
100% of tool parameters carry a description.Pass

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Supports UI / widget rendering.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · packagesmcp-perception-production.up.railway.app

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

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

# ~/.codex/config.toml

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

// opencode.json

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-geiant-mcp-perception": {
      "type": "remote",
      "url": "https://packagesmcp-perception-production.up.railway.app/mcp",
      "enabled": true
    }
  }
}

# add to OpenClaw

openclaw mcp add com-geiant-mcp-perception --url https://packagesmcp-perception-production.up.railway.app/mcp --transport streamable-http

# ~/.hermes/config.yaml

mcp_servers:
  com-geiant-mcp-perception:
    url: "https://packagesmcp-perception-production.up.railway.app/mcp"

// mcp.json

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

2 Aug 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
31 Jul 26 +2
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
30 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
29 Jul 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
28 Jul 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
27 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
26 Jul 26 55

First indexed and scored.

Show 6 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://packagesmcp-perception-production.up.railway.app/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=*.up.railway.app	CN=YE1,O=Let's Encrypt,C=US	29 Jul 2026	27 Oct 2026	ECDSA 256	ECDSA-SHA384	6da79bb561da3efeb0e751ca21abd3999fe
SANs: *.up.railway.app, up.railway.app
CN=YE1,O=Let's Encrypt,C=US (CA)	CN=Root YE,O=ISRG,C=US	3 Sept 2025	2 Sept 2028	ECDSA 384	ECDSA-SHA384	5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA)	CN=ISRG Root X2,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	ECDSA 384	ECDSA-SHA384	872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA)	CN=ISRG Root X1,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	ECDSA 384	SHA256-RSA	6c8f1dc727c7117f7baf853ac980f9cd

DNSSEC insecure

Validation of packagesmcp-perception-production.up.railway.app. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
app.	present	23684	8	Verified
railway.app.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result	No authorisation required
HTTP status	200

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://packagesmcp-perception-production.up.railway.app/mcp	Verified	200
http (plaintext)	http://packagesmcp-perception-production.up.railway.app/mcp	HTTPS enforced	301	https://packagesmcp-perception-production.up.railway.app/mcp

MCP tools — 8 exposed · ~795 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

gns_get_compliance_report Get Compliance Report ~69

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.

Input Output Examples

Name	Type	Req	Description
agentHandle	string	—	GNS handle of the agent (e.g. energy@italy-geiant)

No output schema declared.

No examples provided.

gns_get_trust_score ~88

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.

Input Output Examples

Name	Type	Req	Description
agent_pk	string	—	Ed25519 public key (64 hex chars). Omit for own agent.

No output schema declared.

No examples provided.

gns_roll_epoch ~59

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.

Input Output Examples

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

gns_verify_chain ~75

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.

Input Output Examples

Name	Type	Req	Description
agent_pk	string	—	Ed25519 public key (64 hex chars). Omit for own agent.

No output schema declared.

No examples provided.

perception_classify ~181

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.

Input Output Examples

Name	Type	Req	Description
h3_cell	string	—	Override H3 cell. Defaults to the cell from the original fetch.
task	string	yes	Classification task. Currently only "flood" is supported.
tile_id	string	yes	tile_id from perception_fetch_tile result (must be in session cache).
write_to_spatial_memory	boolean	—	Write perception chain to geiant_geometry_state. Default: true.

No output schema declared.

No examples provided.

perception_embed ~46

[Sub-phase 4.2 — NOT YET IMPLEMENTED] Will generate Clay v1.5 embeddings.

Input Output Examples

Name	Type	Req	Description
tile_id	string	yes	tile_id from perception_fetch_tile result

No output schema declared.

No examples provided.

perception_fetch_tile ~173

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.

Input Output Examples

Name	Type	Req	Description
days_back	number	—	Days to search back. Default: 30.
h3_cell	string	yes	H3 cell ID at any resolution.
max_cloud_cover	number	—	Max cloud cover %. Default: 20.
timestamp	string	—	ISO 8601 datetime. Search back from this point. Defaults to now.

No output schema declared.

No examples provided.

perception_weather ~104

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.

Input Output Examples

Name	Type	Req	Description
h3_cell	string	yes	H3 cell ID at any resolution.
timestamp	string	—	ISO 8601 datetime for weather lookup. Defaults to now.
write_to_spatial_memory	boolean	—	Write weather context to geiant_geometry_state. Default: true.

No output schema declared.

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

26 Jul 3 Aug

Day	Score
26 Jul	55
27 Jul	55
28 Jul	56
29 Jul	57
30 Jul	57
31 Jul	59
1 Aug	59
2 Aug	60
3 Aug	60