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List AI region buckets

list_ai_buckets
Read-only

List AI buckets by region to discover available storage resources before managing or accessing AI data.

Instructions

[READ] OpenAPI: GET /ai/v1/buckets/{region} (called as buckets/{region} on /ai/v1).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
regionYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.5.3

TDQS

C2.3/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true. The description only repeats the read-only posture with '[READ]' and gives an API route; it adds no behavioral context such as pagination, return shape, or region constraints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The one-line endpoint fragment is concise but not front-loaded with the tool’s purpose. The parenthetical restates the route in different notation, and the '[READ]' tag duplicates the readOnly annotation rather than adding structure.

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

Completeness2/5

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

For a simple list tool with no output schema and 0% parameter-description coverage, the definition leaves region meaning, return shape, and sibling choice unstated. The route and read annotation provide only minimal context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0% for the single required region parameter. The description indicates region is a path segment, but it does not explain valid region values, format, or meaning, so it only marginally compensates for the schema gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The title and exposed GET collection path imply it lists AI buckets for a region, but the description itself gives no plain-language verb or object. It also does not distinguish this from sibling bucket-list tools such as list_buckets or list_storage_api_buckets.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no when-to-use guidance, prerequisites, or comparison to alternatives. An agent must infer usage entirely from the endpoint path and tool name.

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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