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AIURION Agentic 3D Printing — San Francisco

Get Workbench Capabilities

get_workbench_capabilities
Read-only

Discover Maker Bench availability, supported inputs, limits and prepare/quote schemas. Enclosure, workholding, gripper and stamping support editable drafts and complete-set quotes with browser checkout. Wheel Lab is coming soon.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly=true, destructive=false, openWorld=false), so the lower bar applies. The description adds some real context — enumeration of supported domains, that drafts and complete-set quotes exist, and that checkout happens outside the tool in a browser — but 'Wheel Lab is coming soon' is vague availability trivia rather than actionable behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The first sentence is well front-loaded and earns its place, but the trailing 'Enclosure, workholding, gripper and stamping support ... browser checkout. Wheel Lab is coming soon.' is loose promotional filler that could be trimmed or replaced with concrete limits/format information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value explanation is not required; the description tells an agent broadly what domains and capabilities to expect. It is nearly complete for a zero-parameter discovery tool, losing a point only for not stating the intended calling sequence relative to the prepare_/quote_ siblings.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes no parameters, so according to the rubric the baseline is 4. The description need not describe inputs, and its list of returns (availability, inputs, limits, schemas) is a reasonable free-text complement to the empty schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Discover') and resource (Maker Bench availability, supported inputs, limits, prepare/quote schemas), which is clearly distinct from the per-domain prepare_*/quote_* siblings that act on a single domain. However, the second and third sentences drift into marketing copy ('browser checkout', 'Wheel Lab is coming soon') rather than sharpening the purpose, and no sibling is named explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is only implied: a Discovery tool logically precedes the prepare_/quote_ siblings, and the mention of 'prepare/quote schemas' hints at that ordering, but the description never says 'call this first' or when not to use it. No alternatives or exclusions are stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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