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trmnl_list_models

Read-onlyIdempotent

Lists all device models exposed by the TRMNL API, letting you choose an optional configured profile and identify supported displays before setup.

Instructions

List all device models TRMNL GET /api/models.

Input Schema

NameRequiredDescriptionDefault
profileNoConfigured profile name; defaults to default.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.1

TDQS

B3.2/5.0
Behavior2/5

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

The annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is fully covered elsewhere. The description adds almost nothing beyond that — only the implicit "all" (no filtering/pagination) and a raw API path, with no mention of auth, rate limits, or result shape.

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 short lines, action front-loaded, nothing superfluous. It is appropriately sized for a trivial read-only list operation.

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 zero-required-parameter list tool with full annotation coverage and a fully documented schema, the description is sufficient to call it correctly. It could note what a "model" contains or whether results are paginated, but that is a minor gap with no output schema to fill in.

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

Parameters3/5

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

Schema description coverage is 100% and the single `profile` parameter is documented in the schema with its default behavior, so the baseline of 3 applies. The description never mentions `profile` or how it selects which TRMNL configuration to query.

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 and resource ("List all device models"), which is clearly distinct from nearby siblings such as trmnl_list_devices or trmnl_list_palettes. It does not explicitly contrast itself with those siblings, but the resource name is unambiguous.

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

Usage Guidelines2/5

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

There is no guidance on when to call this versus trmnl_list_devices, trmnl_get_device, or trmnl_identify_device. The second line ("TRMNL GET /api/models") is an endpoint reference, not usage context or prerequisites.

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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