Atlas entry

`aiurion.com`

18 capabilities over MCP. First atlas observation.

Observed 14 Nov 2026, 04:01 UTC · passive: no tools called, no credentials sent · sha256:47b134…33fd

18 capabilities, 17 of them tools. 5 only read. 4 change records. 8 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI readings summary · beta

The service lists 17 tools, and 9 have AI readings.

printing.quotes.update is read as changing records.

printing.quotes.create, printing.checkout.create and quote_enclosure are read as creating records.

5 tools are read as read-only, including printing.orders.get, get_workbench_capabilities and printing.quotes.preview.

Written by code from the AI readings on this page: it groups them and says nothing they do not.

What an agent can do here

AI readings, beta · Readings on 9 of 17 MCP tools.

Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.

No counted reading 8 tools No reading was counted, so any effect above is possible for them: prepare_enclosure, prepare_gripper, prepare_stamping, prepare_workholding, printing.sessions.start, quote_gripper, quote_stamping, quote_workholding.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

No tool is read as one of the six effects. A zero is a count, not a clearance.

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 17 tools · 1 resource · prompts not advertised
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
absent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
A2A
absent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
MCP
observed
Exact state: valid · Revision 2025-11-25 · 17 tools · 1 resource · prompts not advertised
A usable protocol document was retrieved and validated.
Directly observed
OpenAPI
absent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
WebMCP
absent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched

18 · inventory complete

Showing 18 of 18.

Tool and inputs							◇ AI reading, beta · confidence
Read as none of the six 9 Not a clearance.
no inputs							Reads only0.85
`get_workbench_capabilities` AI Reads only 0.85
no inputs							Reads only0.90
`printing.capabilities.get` AI Reads only 0.90
accessToken, approvalConfirmed, fulfillmentMethod, idempotencyKey and 3 more							Creates records0.84
`printing.checkout.create` inputs `accessToken`, `approvalConfirmed` (required), `fulfillmentMethod`, `idempotencyKey` (required) and 3 more AI Creates records 0.84
accessToken, quoteId*							Reads only0.89
`printing.orders.get` inputs `accessToken`, `quoteId` (required) AI Reads only 0.89
accessToken, file, fileBase64, fileName and 3 more							Creates records0.84
`printing.quotes.create` inputs `accessToken`, `file`, `fileBase64`, `fileName` and 3 more AI Creates records 0.84
accessToken, quoteId*							Reads only0.88
`printing.quotes.get` inputs `accessToken`, `quoteId` (required) AI Reads only 0.88
accessToken, quoteId*							Reads only0.85
`printing.quotes.preview` inputs `accessToken`, `quoteId` (required) AI Reads only 0.85
accessToken, fulfillmentMethod, materialId, productionSpeed and 2 more							Changes records0.85
`printing.quotes.update` inputs `accessToken`, `fulfillmentMethod`, `materialId`, `productionSpeed` and 2 more AI Changes records 0.85
accessToken, idempotencyKey, parameters, quantity*							Creates records0.82
`quote_enclosure` inputs `accessToken`, `idempotencyKey` (required), `parameters` (required), `quantity` (required) AI Creates records 0.82
No counted reading 8 No reading was counted, so any effect is possible.
accessToken, kicadPcb, parameters, quantity	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`prepare_enclosure` inputs `accessToken`, `kicadPcb`, `parameters`, `quantity`
accessToken, configuration	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`prepare_gripper` inputs `accessToken`, `configuration`
accessToken, fulfillmentMethod, materialId, parameters and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`prepare_stamping` inputs `accessToken`, `fulfillmentMethod`, `materialId`, `parameters` and 3 more
accessToken, parameters, quantity, stlBase64 and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`prepare_workholding` inputs `accessToken`, `parameters`, `quantity`, `stlBase64` and 1 more
agentName*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`printing.sessions.start` inputs `agentName` (required)
accessToken, configuration, idempotencyKey, reviewConfirmed* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`quote_gripper` inputs `accessToken`, `configuration` (required), `idempotencyKey` (required), `reviewConfirmed` (required) and 1 more
accessToken, configuration, idempotencyKey, reviewConfirmed* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`quote_stamping` inputs `accessToken`, `configuration` (required), `idempotencyKey` (required), `reviewConfirmed` (required) and 1 more
accessToken, configuration, idempotencyKey, reviewConfirmed* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`quote_workholding` inputs `accessToken`, `configuration` (required), `idempotencyKey` (required), `reviewConfirmed` (required) and 1 more
MCP resources 1 Not read by AI.
no inputs							Not read
`name not shown`

Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.

Not observed in this Passport: A2A skills, MCP prompts, OpenAPI operations.

The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.

The comparison with the previous observation is shown only to the account that recorded it.

Atlas history

1 observation

14 Nov 2026, 04:01 UTC18 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
47b13454bfe7785708035b021c934f7dd188128cd8f4736613292c086fc233fd
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable

Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.

Declared and observed

17 tools declare hints; the AI readings agree with all 9 that have a reading.

A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.

About this entry

com.aiurion/agentic-3d-printing
Listed
Official MCP Registry · first listed 17 Sep 2026 · last listed 2 Nov 2026

Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal

Identity and snapshot

Target key: sha256:2e2e1a5dd9b2c85a953736a3a40655f8c932534f08ab9de3dd04797b28efae1a
Locator SHA-256: 4caa6d22809d3ff37f62a150c674e2527d630b3738ce739e9e3c72a373528fd5
Snapshot generated: 14 Nov 2026, 08:50 UTC

The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

Capability facts

As observed from outside, at the time below

Observed: 14 Nov 2026, 04:01 UTC
Signed: 14 Nov 2026, 08:50 UTC

Protocols: MCP
Tools: 17
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 0
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

17 tools examined; 8 counted above a measured threshold.

Declared vs read disagreements

Declared read-only, read as writing: 0
Declared destructive, read as not writing: 0
Declared non-destructive, read as deleting: 0
Declared closed-world, read as reaching out: 0

Change since previous: Baseline for labelled observation
Label status: Current