Credit balance
gpucloud_get_balanceCredit balance (CAD), current hourly running cost and low-balance notice. (permission: billing:read) [Requires a free GPU Cloud account and MCP key]
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
gpucloud_get_balanceCredit balance (CAD), current hourly running cost and low-balance notice. (permission: billing:read) [Requires a free GPU Cloud account and MCP key]
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds genuinely new context: the required billing:read permission scope and the dependency on a free GPU Cloud account plus MCP key. It says nothing about freshness of the balance, return format, or currency conversion behavior, so it is additive but not rich.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
A single compact sentence that front-loads the three things the tool returns, followed by the permission and dependency notes in brackets. Every clause earns its place, though the bracketed annotations make the line slightly dense.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a no-parameter, read-only tool with no output schema, the definition covers what it returns and the auth/account prerequisites an agent needs before calling it. Minor gaps remain around return-field details and update cadence, but nothing essential to correct invocation is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
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 syntax or semantics for the description to clarify, and it correctly makes no attempts to describe inputs.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a specific resource and its returned fields: credit balance in CAD, current hourly running cost, and low-balance notice. This is far more informative than a tautology and implicitly separates it from siblings like gpucloud_get_budget or gpucloud_list_transactions. It stops short of explicitly naming an alternative or scope boundary, so it lands at 4 rather than 5.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Usage is only implied by the name and returned fields – an agent can infer 'call this to check credit', but there is no explicit when-to-use, when-not-to-use, or alternative (e.g., gpucloud_get_budget for spending limits). It does supply a prerequisite in the permission note, which lifts it above the bare 'no guidance' tier.
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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