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Directory / GreenlandAI

GreenlandAI

Q: Is GreenlandAI MCP server safe?

QAmcp's test on 31 Oct 2026: None of the hidden-instruction wordings we know were found in its tool descriptions. Its error messages showed no secrets or internal details. 40 of its 50 tools are labeled read-only; the others may change or send things. Overall it scored 88/100 on 31 Oct 2026. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by greenlandai.ai · https://mcp.greenlandai.ai/mcp

The physical world as queryable data: companies, deposits, infrastructure, projects and commodities.

50 tools✓ no account neededPricing: not listed

Visit website

88 /100

PASS · WITH NOTES

11 of 11 checks · 31 Oct 2026

Is GreenlandAI MCP server safe?

None of the hidden-instruction wordings we know were found in its tool descriptions.
Its error messages showed no secrets or internal details.
40 of its 50 tools are labeled read-only; the others may change or send things.
Overall it scored 88/100 on 31 Oct 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What it can do

50 tools, in the server's own words.

look_fromread-only

Map pins near a point (lat/lng + radius_km).

signalsread-only

The live signal cards: compiled, provenance-carrying observations (lead_lag, network, signature) with severity and the entities they name.

relationshipsread-only

Labelled relationship edges (owns, operates, supplies …) around ONE entity, with tier and provenance: start from entity_type + entity_id (or a name in `entity`…

nearbyread-only

Entities near a location: lat + lng, radius_km, an optional entity_type, limit.

map_viewportread-only

Everything inside a bounding box (min_lat, min_lng, max_lat, max_lng): the true count per type for the whole box plus a capped sample of pins.

look_atread-only

A satellite still of a place: the newest Sentinel-2 archive image on or before `as_of`, by lat/lng or entity_type + id.

look_throughread-only

An ordered stack of dated Sentinel-2 stills of one site from t0 to t1, one per window (max_frames, default 6), each with its own scene date.

entity_historyread-only

The cheap index of one entity's dates: imagery scene dates (no images), our record's versions since record time began, and a short newest-first `what_changed` …

entity_stateread-only

One packet for one entity at a date (as_of): the entity as we held it then, the pins held by then, its relationships valid then, and the satellite still for th…

entity_changeread-only

The structured change at one site between two dates (t0, t1): per class (water, ice, canopy, pad, stockpile) the area changed, what optical and radar each saw,…

job_statusread-only

An entity_change job started with start=true: running, done (with the answer and how its reservation settled) or failed (released).

site_reconstructionread-only

A dated, georeferenced 3D model of a site (entity_type + id, or lat + lng) with measurements: extent, elevation, slope, pits and heaps with volumes.

place_indexread-only

What exists at a place, and when: dated stills, source quotes and measurements within radius_km of lat/lng or of an entity's site, newest first.

companyread-only

One company's record by id: the company, the deposits and infrastructure it operates, its relationships with tier and provenance, and `merged` when the id move…

company_searchread-only

Find companies by name, sector or country, to get the id that `company`, `relationships` and the entity tools take.

depositsread-only

Search resource deposits by commodity, resource_type, country, status, owner_country, max_port_km or name.

depositread-only

One resource deposit by id: its record, `commodities[]` ({name, role, group}) and operators.

market_listingsread-only

Browse the RAREEAI marketplace: kind="providers" (listings, filterable and sorted) or "oracles".

market_matchread-only

Read one marketplace match you are a party to: its escrow_terms, fee and timeout fields, dispute window and dispute state.

market_quoteread-only

Read one marketplace REQUEST you own, by id: its terms, status and units matched, plus the generic `escrow_terms`.

joules_balanceread-only

Your own wallet balance, free.

billing_quoteread-only

The exact price of a metered call for YOU, before you make it — free.

receipts_meread-only

Receipts for your key: whether THIS key is opted in to a receipt with each paid graph answer, and how its owner turns them on.

billing_attemptsread-only

YOUR OWN charge record, attempt by attempt (your own wallet, from your credential): each attempt's status (pending, completed, settled_zero, failed, refunded ……

and 26 more

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Every tool is described
1 warning
- !company_profile and deposit_brief have nearly the same description (92% of their words are shared; the only difference: "company" vs "deposit"), so an AI may not know which to pick
note
!
Follows MCP best practices (not scored yet)
1 tip (not scored)
- !The tool list is about 61 KB (roughly 15k tokens). AI apps send it with every message, so it takes that much of the AI's memory before any work starts.
note
✓
ConnectsConnected in 1.4 s
pass
✓
Lists its toolsFound 50 tools
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.
pass
✓
Tools work with good inputs
All good
- ✓look_from: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓signals: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓relationships: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓nearby: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓map_viewport: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓look_at: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓look_through: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- ✓entity_history: Answered with an error, probably because of our sample input: { "error": "authentication_required", "upstream_status": 401, "detail": "Missing or invalid authentication. GreenlandAI accepts gai_/gqa_ A…
- and 32 more
pass
✓
Bad inputs give a clean error
All good
- ✓look_from: Refused wrong type for "radius_km" with a clear error
- ✓signals: Refused wrong type for "limit" with a clear error
- ✓relationships: Refused wrong type for "hops" with a clear error
- ✓nearby: Refused missing required input "lat" with a clear error
- ✓nearby: Refused wrong type for "lat" with a clear error
- ✓map_viewport: Refused wrong type for "energy" with a clear error
- ✓look_at: Refused wrong type for "max_cloud" with a clear error
- ✓look_through: Refused missing required input "t0" with a clear error
- and 32 more
pass
✓
Fast enough
All good
- ✓Connecting took 1.4 s
- ✓Listing tools took 428 ms
- ✓Average tool answer: 229 ms
- ✓look_from: Slowest tool: look_from (355 ms)
pass
✓
No secrets leakedChecked 108 error messages: no secrets or internal details
pass
–
Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)
not tested

Test it yourself

Free and open source. Same checks, same score.

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Score over time

31 Oct 202688

One test so far. New tests will show here.

Reviews

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