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List supported languages

list_supported_languages
Read-onlyIdempotent

List the eight locales MasterAI Now publishes (en, zh, hi, es, fr, ar, tr, de) with real per-locale counts: stages, fully and partially translated stages, average stage translation coverage, simulations, English-only lessons and tool pages, and published Guides per locale. Takes no parameters. Use it before promising a translation. A Guide count of null means the Guides database was unreachable; never read null as zero.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false and destructiveHint=false, so the safety profile is covered. The description adds genuinely non-obvious behavior beyond that: the null-Guide-count case signals partial failure of an upstream source, and states explicitly it must not be coerced to zero — a real interpretive trap the annotations do not cover.

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?

Front-loaded with purpose and the enumerated locales, then the return metrics, then the usage cue and the null caveat. Dense but every clause carries information except the redundant 'Takes no parameters', which the empty schema already conveys.

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?

There is no output schema, so the description carries the burden of describing return values, and it does so by naming every metric returned per locale. The null-handling caveat closes the main ambiguity; only the exact response shape (e.g., object vs. array, field names) is left implicit.

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?

Zero parameters, so the baseline is 4, and the description confirms 'Takes no parameters' consistently with the empty schema. No additional parameter meaning is needed or possible here.

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?

Names a specific verb and resource ('List the eight locales MasterAI Now publishes') and enumerates the exact locales returned, plus the per-locale metrics. Nothing among the siblings (generate_quiz, get_content, get_simulations...) overlaps with a static locale inventory, so the agent can distinguish it immediately.

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?

'Use it before promising a translation' gives an explicit trigger condition tied to a real agent failure mode. No alternative tool is named, but none of the siblings offers locale coverage data, so there is no meaningful alternative to redirect to.

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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