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Agent Tools API

get_app_reviews

Fetch app metadata and recent user reviews for a Google Play or iOS App Store app by store URL, Apple numeric id or Google Play package name, filtered by country, language, date and sort order. Use when the user wants to know what customers complain about or praise. Returns one app row (title, developer, rating, rating count, version) followed by review rows (rating, text, date, app version, helpful votes, developer reply). Apple's public reviews feed is sometimes empty; the app then returns its metadata plus an error row with code "unavailable" instead of reviews. Reviewer identity is never included.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
appsYesApp Store or Google Play URLs, Apple numeric ids (id310633997) or Play package names (com.spotify.music)
sortNoReview order. Defaults to newest
countriesNoTwo-letter country codes. Defaults to ["us"]
languagesNoGoogle Play language codes. Defaults to ["en"]
sinceDateNoISO date; only reviews on or after it
maxReviewsPerAppNoReviews per app, country and language. Default 100, 0 returns app metadata only

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

With no annotations, the description carries the behavior burden and does so well: it discloses the row layout, the Apple empty-feed failure mode and its 'unavailable' error row, and that reviewer identity is never returned. It stops short of covering auth needs, rate limits, or pagination, so it is not fully exhaustive.

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?

Three dense sentences with the input forms and return shape front-loaded and the edge case last. Efficient, though the final privacy sentence could be trimmed without losing selection value.

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

Completeness5/5

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

For a 6-parameter read tool with no output schema and no annotations, the description supplies the return shape, the identifier formats, and the failure mode, which is everything an agent needs to invoke and interpret it. Nothing material is missing.

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%, so the schema already documents every parameter, including defaults and the maxReviewsPerApp=0 behavior. The description only echoes the filter dimensions (country, language, date, sort order) and adds no syntax or format detail beyond the schema.

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?

States a specific verb and resource ('Fetch app metadata and recent user reviews') and enumerates the accepted identifier forms (store URL, Apple numeric id, Play package name). The sibling tools are unrelated, so no differentiation is required, and the purpose is unambiguous.

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?

Gives a clear triggering condition: 'Use when the user wants to know what customers complain about or praise.' That is a real usage cue rather than a restatement of the name, though it names no alternatives or exclusions.

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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