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GPU Cost Estimator - Enverge.ai

List Enverge GPU SKUs

list-skus

List Enverge GPU tiers from the pricing catalogue, with hourly rates and access type (self_serve vs request_capacity). Use before comparing clouds or recommending a rental.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It does disclose the output contents (hourly rates, access type) and implies a read-only list operation, but it does not mention ordering, pagination, or whether all tiers are returned.

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 sentences with no filler. The core action is front-loaded, and the usage guidance appears in the second sentence. Every clause adds value.

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 no-parameter list tool, the description covers the operation, source catalog, returned fields, and primary use case. A note on output limits or ordering would make it fully complete, but nothing critical is missing for correct invocation.

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 an empty schema, so there is no parameter burden; the baseline is 4. The description adds no parameter-level details, but none are needed since schema coverage is 100%.

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 names the exact verb and resource ('List Enverge GPU tiers'), identifies the source ('pricing catalogue'), and specifies the included data points (hourly rates, access type). This clearly distinguishes it from the sibling estimate-job-cost, which computes costs rather than lists catalog items.

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 description explicitly states when to use it: 'Use before comparing clouds or recommending a rental.' It does not list exclusions or alternatives, but with a single sibling the usage context is sufficiently clear and not misleading.

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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