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gpucloud_whoami
Read-onlyIdempotent

The GPU Cloud account behind this MCP key: user, key permissions and spend caps, budget used/remaining this month, credit balance and whether a payment card is saved (required for any spend). Call this first. (permission: account:read) [Requires a free GPU Cloud account and MCP key]

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the bar is lower, and the description adds real context beyond them: the required permission scope (account:read), the prerequisite of a free GPU Cloud account and MCP key, and the notable dependency that a saved payment card is required for any spend. It does not describe pagination or caching, but for a parameterless identity call that is minor.

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?

The useful routing cue ('Call this first') and the return-field inventory are front-loaded, and the permission/account prerequisites are correctly relegated to trailing parentheticals. The first sentence is a dense comma-separated list, but each listed item maps to a real return field and earns its place.

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

Completeness5/5

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

With no output schema, the description carries the full burden of explaining what comes back, and it does so explicitly (identity, permissions, caps, budget, balance, card status). Combined with the auth prerequisites, an agent has everything needed to call this correctly on the first attempt.

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; there is no parameter surface for the description to clarify or obscure.

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?

States a specific verb-resource pair (identity/account lookup for the MCP key) and enumerates the exact payload: user, key permissions, spend caps, budget used/remaining, credit balance, payment-card presence. This is distinguishable from siblings like gpucloud_get_profile, gpucloud_get_balance and gpucloud_get_budget because it is framed as the consolidated account view.

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?

'Call this first' gives a clear, explicit routing instruction that no sibling provides, which is strong prescriptive guidance. It falls short of a 5 because it never says when NOT to use it or how it differs from the overlapping get_profile/get_balance/get_budget/get_payment_method siblings, leaving overlap resolution to inference.

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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