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models_list

Read-onlyIdempotent

List the AI models and agents you can use through Frely. Needs sign-in: here it only explains how to sign up and connect.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds genuine behavioral context beyond that: the tool requires sign-in and degrades to sign-up/connection instructions when the user is not authenticated.

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

Conciseness4/5

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

Two short sentences, front-loaded with the core purpose, with no filler. The second sentence is a bit cryptic ('here it only explains how to sign up and connect') but remains brief.

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

Completeness3/5

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

With no output schema, the description should say what the list contains (model names, IDs, agent entries) and how it relates to sibling listing tools; it only describes the auth behavior. Adequate but leaves a real gap for an agent deciding whether this returns usable model identifiers.

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 zero parameters, so per the rubric the baseline is 4. The description correctly implies a no-argument listing call and adds no misleading parameter expectations.

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?

The first sentence gives a specific verb and resource (list AI models and agents available through Frely), which is clearer than the sibling names frely_list or list_devices. However, it never differentiates itself from those siblings, and the trailing clause 'here it only explains how to sign up and connect' partially undercuts what the tool actually returns.

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?

The 'Needs sign-in' note implies a usage condition: when unauthenticated, this tool explains sign-up/connection rather than returning models. That is a useful implied context, but no alternative tool is named and no explicit when-to-use vs when-not-to-use guidance is given.

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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