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millworkdev

@millwork/solver-mcp

Official
by millworkdev

solver_list_model_deployments

List certification-backed model deployments for your tenant, then enable one as an arm.

Instructions

List the tenant's certification-backed model deployments (GET /v1/model-deployments). Enable one as an arm with solver_enable_model_arm.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Install Server

TDQS

A4.2/5.0
Behavior3/5

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

With no annotations, the description carries the burden of behavioral disclosure. It correctly implies a read-only GET operation, but it does not mention pagination, output format, or authorization requirements. The 'certification-backed' qualifier adds useful domain context.

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

Conciseness5/5

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

Two tight sentences front-load the core action and endpoint, then provide a cross-tool next step. Every word contributes, with no repetition or filler.

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?

For a simple parameterless list operation, the description supplies the resource, endpoint, and a downstream action. The absence of an output schema is not critical given the straightforward nature of a list call, though a brief note on returned fields would make it fully complete.

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 has zero parameters and the empty input schema is fully self-explanatory. The description adds no parameter details, but none are needed; the baseline of 4 for zero-parameter tools applies.

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

Purpose5/5

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

The description uses the specific verb 'List' with a well-defined resource: the tenant's certification-backed model deployments, and names the API endpoint. It is clearly distinct from sibling tools like solver_list_arms and solver_list_sources.

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

Usage Guidelines4/5

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

The second sentence provides actionable context: after listing deployments, the agent can enable one as an arm via solver_enable_model_arm. This makes the tool's role in a workflow clear, although it does not explicitly enumerate alternatives or when not to use it.

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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