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Localazy MCP by usefulapi

List projects

localazy_list_projects
Read-only

List the Localazy projects the token can reach (a project token reaches one project): id, slug, name, source language, your role and visibility. Optionally add owning-organization limits (keys used/available, feature flags) and per-language progress counts (active, review, current, translated, sourceChanged, needImprovement). GET /projects.

Input Schema

NameRequiredDescriptionDefault
languagesNoAdd per-language translation progress.
organizationNoAdd the owning organization's key usage and feature flags.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds genuinely new context: token-based visibility scoping ('a project token reaches one project') and the exact extra data the optional flags return. It does not mention pagination or response size limits.

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?

Two sentences that are front-loaded with the core action, and the parenthetical token-scoping caveat is placed where it matters. Dense but every clause carries information; the field enumeration is slightly list-heavy but earns its place.

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?

With no output schema, the description correctly compensates by enumerating return fields and the effect of each optional param. Complete for invocation; the only gap is absence of any note on pagination or ordering of the project list.

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?

Schema coverage is 100%, so baseline is 3, but the description goes beyond the terse schema text: it names the specific per-language counters (active, review, current, translated, sourceChanged, needImprovement) and spells out that 'organization' adds keys used/available plus feature flags, clarifying the cost of each flag.

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+resource ('List the Localazy projects') and enumerates the returned fields (id, slug, name, source language, role, visibility). It doesn't need sibling differentiation because none of the siblings list projects, but it also never explicitly distinguishes itself from them.

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?

Explains scope ('the token can reach') and what the two optional flags add, which implies when to enable them, but gives no explicit when-to-use vs alternatives guidance or prerequisites. Adequate but implied rather than stated.

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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