com.geiant/mcp-perception
REMOTE · PACKAGESMCP-PERCEPTION-PRODUCTION.UP.RAILWAY.APP · SCANNED SEP 23
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
Available components
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 → Why this is hard to 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 Usability48
- 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 Management100
- No destabilizing schema changes in the last 30 days.Pass
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
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
- Supports UI / widget rendering.Pass
How do I install the com.geiant/mcp-perception server?
com.geiant/mcp-perception is a hosted endpoint at https://packagesmcp-perception-production.up.railway.app/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · packagesmcp-perception-production.up.railway.app
claude mcp add --transport http com-geiant-mcp-perception 'https://packagesmcp-perception-production.up.railway.app/mcp'
{
"mcpServers": {
"com-geiant-mcp-perception": {
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
} {
"servers": {
"com-geiant-mcp-perception": {
"type": "http",
"url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
} [mcp_servers.com-geiant-mcp-perception] url = "https://packagesmcp-perception-production.up.railway.app/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"com-geiant-mcp-perception": {
"type": "remote",
"url": "https://packagesmcp-perception-production.up.railway.app/mcp",
"enabled": true
}
}
} openclaw mcp add com-geiant-mcp-perception --url 'https://packagesmcp-perception-production.up.railway.app/mcp' --transport streamable-http
mcp_servers:
com-geiant-mcp-perception:
url: "https://packagesmcp-perception-production.up.railway.app/mcp" {
"McpServers": {
"com-geiant-mcp-perception": {
"Transport": "http",
"Url": "https://packagesmcp-perception-production.up.railway.app/mcp"
}
}
} assistant mcp add com-geiant-mcp-perception -t streamable-http -u 'https://packagesmcp-perception-production.up.railway.app/mcp'
{
"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.
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.
- 26 Aug 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Aug 26 72
- Stability: 0.97 → pass security
- 11 Aug 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
- 31 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
- 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
- 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 0
First indexed and scored.
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 23 Sept 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 |
Background: What to check on a remote MCP endpoint →
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 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
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 |
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
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.
| 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.
| 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 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.
| 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.
| 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.
| 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.
| 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.
| 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.
What is the com.geiant/mcp-perception server?
com.geiant/mcp-perception is listed in the public MCP registry as com.geiant/mcp-perception. Geospatial AI MCP server, satellite imagery, embeddings, weather, GNS governance. This page covers its hosted endpoint (https://packagesmcp-perception-production.up.railway.app/mcp).
Is the com.geiant/mcp-perception server safe to use?
com.geiant/mcp-perception scores 73 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the com.geiant/mcp-perception server expose?
com.geiant/mcp-perception exposes 8 tools: perception_fetch_tile, perception_classify, perception_embed, perception_weather, gns_get_trust_score, and 3 more. Their descriptions and schemas cost roughly 795 tokens of context every time the server is loaded.
Does the com.geiant/mcp-perception server require authentication?
No. We connected to com.geiant/mcp-perception without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the com.geiant/mcp-perception server still maintained?
com.geiant/mcp-perception is still listed as active in the MCP registry. We last reached this channel on 23 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.