Skip to main content
Glama

LLMIntel Model Lifecycle

List models retiring soon

list_retiring_models
Read-only

List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "list_retiring_models"
  }
}

Input Schema

NameRequiredDescriptionDefault
providerNoRestrict to one provider. Omit for all providers.
withinDaysNoOnly include models retiring within this many days. Defaults to 180.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / provider / enum
      Previous value: -[
      -  "openai",
      -  "anthropic",
      -  "azure",
      -  "bedrock",
      -  "google",
      -  "cohere",
      -  "mistral"
      -]New value: +[
      +  "openai",
      +  "anthropic",
      +  "azure",
      +  "bedrock",
      +  "google",
      +  "vertex",
      +  "mistral",
      +  "cohere"
      +]
  2. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds the sort order ('soonest first') and the notion of 'tracked' models, but says nothing about result size limits, coverage, or pagination behavior.

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 with zero filler; the core purpose and ordering lead, and the use case follows. Every clause earns its place.

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 read-only list tool with no output schema and fully documented parameters, the description is nearly sufficient. Minor gap: no guidance on expected result volume or whether results are filtered to 'tracked' models only, which the agent may need to interpret.

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%, so both provider and withinDays are fully documented in the schema. The description only echoes the 'time window' concept that withinDays already conveys, adding no new syntax or edge-case meaning.

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 tracked models scheduled to retire within a time window') plus the ordering ('soonest first'). The scope is clear, but it does not name or distinguish itself from siblings like recent_lifecycle_changes or search_models.

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?

It offers intended use cases ('audit a codebase or plan migration work'), which implies when to reach for it, but gives no exclusions or explicit alternative when a sibling would be more appropriate.

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.