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shreyas411

Translation Sync MCP Server

by shreyas411

translate_text

Translates a given text into a target language using MyMemory, with optional context to improve accuracy. Use it to localize individual strings without an API key.

Instructions

Translate a specific text to a target language using MyMemory API (free, no API key required)

Input Schema

NameRequiredDescriptionDefault
textYesText to translate
contextNoOptional: Context for better translation (e.g., "Button label", "Error message")
target_languageYesTarget language code (e.g., "es", "fr")

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.3/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden, and it does add real context: the provider is MyMemory and no API key or auth setup is needed. However, it omits the quota/rate-limit behavior typical of a free translation API, error behavior for unsupported language codes, and what the call returns.

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?

A single front-loaded sentence that names the action, the input scope, the provider, and the auth situation with zero filler. Nothing could be removed without losing information.

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

Completeness3/5

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

Parameters are fully covered by the schema and there is no output schema to explain, but with no annotations the description should still say roughly what comes back (a translated string) and whether language codes must be validated via list_available_languages. Those gaps matter for an agent calling this unattended.

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 description coverage is 100% with only 3 params, so the schema already documents text, target_language, and the optional context hint. The description adds no meaning beyond that, which is the expected baseline when the schema does the heavy lifting.

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?

States a specific verb and resource ('Translate a specific text') plus the backing provider (MyMemory API). It does not explicitly contrast with the sibling sync_translations, so an agent must infer that this is the single-string path versus a bulk sync.

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?

No when-to-use or when-not-to-use guidance is given, and no sibling is named. The phrase 'a specific text' faintly implies single-item translation as opposed to sync_translations, and 'no API key required' hints at zero setup, but neither is stated as a selection rule.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.