Skip to main content
Glama
TheoryofShadows

@mcpx-digital/i18n-keys

find_empty_translations

Identify empty, null, or whitespace-only translation values in local JSON or YAML locale files to fix incomplete localization before release.

Instructions

Find empty/null/whitespace-only translation values in locale files. Local locale JSON/YAML files only — does not call translation APIs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filesYesPaths to locale JSON/YAML files.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses that the tool is local-file-only and does not hit translation APIs, but it never states that the operation is read-only/non-mutating or whether results are paginated, leaving behavioral traits partly unspecified.

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?

Two tight sentences, no waste, with the core purpose front-loaded and the scope constraint second. Every clause earns its place.

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?

For a simple one-parameter read tool this is nearly enough, but with no output schema the description never hints at the return shape (e.g., file paths plus keys or values), leaving a small but real gap.

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 a single well-documented 'files' parameter, so the schema does the heavy lifting and the baseline is 3. The description's mention of JSON/YAML locale files echoes the schema rather than adding new syntax or format detail.

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 ('find') and resource ('empty/null/whitespace-only translation values in locale files'), which is more precise than the name alone. It does not explicitly differentiate itself from list_keys or compare_locales, so it stops short of a 5.

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?

The 'Local locale JSON/YAML files only — does not call translation APIs' clause draws a useful scope boundary, effectively a when-not condition. However, it offers no explicit guidance on when to pick this over list_keys or compare_locales, so usage remains implied rather than directed.

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

Deploy Server

Other Tools