Skip to main content
Glama

list_models

List Qwen models through the active provider.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A3.6/5.0
Behavior2/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It only states that the tool lists models, giving no insight into behavior such as network calls, potential errors, or data source specifics. This is minimally informative but not misleading.

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?

The description is a single, concise sentence that front-loads the action and resource. Every word is necessary, and there is no extraneous 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?

The tool is simple with no parameters and no output schema, so the description's brevity is acceptable. The phrase 'List Qwen models' implies a return value (a list), which is sufficient for basic understanding, though it does not specify output format or error scenarios.

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?

There are zero parameters, so the description need not explain any. The baseline score of 4 applies because the schema is trivially complete with no parameters to document.

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 clearly states the verb 'List' and the resource 'Qwen models', qualified by 'through the active provider'. This distinguishes it from sibling tools like provider_list (which lists providers) and provider_candidates.

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?

No explicit guidance on when to use this tool versus alternatives. It does not mention exclusions or scenarios favoring other tools. The intended usage is implied (listing models), but no context or alternatives are provided.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

B3.4/5.0
Disambiguation4/5

Most tools target distinct actions (health check, model listing, provider listing, chat), but provider_probe, provider_rank, and gateway_health overlap in the health/status space; descriptions help differentiate them.

Naming Consistency2/5

Tool names mix verb_noun (list_models) with noun_noun compounds (provider_probe, provider_rank, gateway_health), making the naming pattern inconsistent and the action-oriented intent of some tools unclear.

Tool Count5/5

Seven tools is a well-scoped set for a gateway service, covering health, model access, and provider evaluation without bloat.

Completeness3/5

The set covers health checks, model listing, chat, and provider ranking/probing, but lacks tools to configure or update providers (e.g., adding a candidate provider), leaving an observable gap in lifecycle management.

Resources