ChatSpatial

Hlido Transparency Passport

https://docs.cafferyang.com/ · Specialized verticals
Issued 2026-10-03 · from an independent review dated 2026-08-09 · next review due 2026-11-09
Free — no charge to the vendor, and no charge to read it.

Independent review

72/100

STEADY

Hands-on testing of the public surface. Scoring weights are private; the evidence is not.
Full record →

EU AI Act — Article 50

82/100

READY

Transparency-duty readiness — meets the transparency signals we test for (confidence: low-medium).
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These two numbers are never combined. One says whether the product is good; the other says whether it meets a disclosure duty. A blended score would let a strong product hide a compliance gap, and a compliant one look better than it is.

What was verified

6 of 7 checks passed, each dated and evidenced.

Check	Result	Evidence	Tested
`homepage_loads`	PASS	—	2026-08-09
`primary_value_prop`	PASS	'MCP server for spatial transcriptomics analysis via natural language'	2026-08-09
`cta_present`	PASS	Installation → Configuration → Quick Start path	2026-08-09
`pricing_or_access` optional	PASS	Open source with GHCR image; no pricing surface	2026-08-09
`docs_present`	PASS	Getting started, concepts, examples, methods reference, configuration, troubleshooting, FAQ	2026-08-09
`agent_interface_documented` optional	PASS	20 schema-validated MCP tools with a configuration guide	2026-08-09
`third_party_validation` optional	FAIL	No benchmark, citation or named adopter	2026-08-09

Article-50 signals observed

Marking / labelling statement	not found
Detection tool declared	not found
Code of Practice signatory	not determined
Checked	2026-08-09

Basis: public homepage reachable · clear stated purpose · clear access path · 4/4 required checks passed · no transparency red flags · transparent pricing/access · MCP surface

Deploying this agent yourself? Article 50 puts duties on you as its deployer, not only on the vendor — build a file for your whole stack with the free EU AI Act Evidence File.

Evidence from the run

4 screenshots captured by the Hlido engine (run-27ffd8264e9bf460-docs-cafferyang-com). Our own captures — not vendor marketing material.

Machine-readable

Your customer’s procurement agent can verify this without reading the page.

GET https://hlido.eu/data/passports/cafferychen777-chatspatial.json
GET https://hlido.eu/data/scorecards/cafferychen777-chatspatial.json

POST https://hlido.eu/mcp
{"method":"tools/call","params":{"name":"get_scorecard","arguments":{"slug":"cafferychen777-chatspatial"}}}

Independence & limits

Free, and not paid for. Hlido takes no money from the products it rates. This passport was produced from an independent review the subject did not commission, pay for, or approve. It is free to publish and free to read — charging the subject is exactly what would make it worthless to the procurement desk it is handed to.
Not a certification. Hlido is not a notified body. This is not a conformity assessment, a certification, or legal advice. It is a dated record of what an independent party measured on the product's public surface.
Correctable. If anything here is wrong, tell us and we correct the record — the correction is dated too.

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