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mcp-server-cloud-regions

by jasonwilbur

find_gpu_regions

Read-onlyIdempotent

Find cloud regions with GPU availability, filtered by GPU type, provider, or continent.

Instructions

Find regions with GPU availability, optionally filtering by GPU type (e.g., A100, H100, TPU)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
gpuTypeNoFilter by GPU type (e.g., "A100", "H100", "TPU")
providersNoFilter by provider IDs
continentsNoFilter by continent
Behavior3/5

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

Annotations already indicate readOnlyHint=true, idempotentHint=true, destructiveHint=false. Description adds GPU filtering context but no additional behavioral details (e.g., output format, pagination). No contradiction with annotations.

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?

Single sentence, no redundant text, directly communicates core functionality. Highly efficient.

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?

Covers main purpose and optional filters. Given read-only nature and no output schema, description is mostly complete, though it omits hints about result format or default behavior (e.g., returns all regions if no filter).

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 coverage is 100% with descriptions for all three parameters. Description mentions gpuType filtering but adds no new meaning beyond the schema. Baseline 3 applies.

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?

Description clearly states 'Find regions with GPU availability' with optional filtering, specifying verb and resource. However, it does not explicitly distinguish from sibling tools like 'find_compliant_regions' or 'find_nearby_regions', leaving potential ambiguity.

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?

Usage is implied for finding GPU-capable regions with optional filters, but no explicit when-to-use or when-not-to-use guidance is provided, and no alternatives are mentioned despite many sibling tools.

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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