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Crawlora MCP

spotify_popular_by_country

Read-only

Returns normalized shelves from Spotify Web Player's countryHubsPage Pathfinder response, equivalent to the public https://open.spotify.com/popular-in/{country} pages.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countryCodeNoTwo-letter Spotify popular-in country code, e.g. US, default us.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds the useful fact that results mirror a public Spotify page and come from a specific backend response, but says nothing about the shape, size, or ordering of the returned shelves. With annotations doing the safety work, this is a middling 3.

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?

A single sentence that front-loads what is returned and follows with the public-page equivalence, with no wasted clauses. Slightly dense with internal terminology, but structurally efficient.

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?

An output schema and annotations exist, so the description needn't explain return values or safety. Still, for a country-scoped content tool sitting next to spotify_featured_charts_by_country, the absence of any disambiguation leaves a meaningful gap for correct selection.

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% and there is only one optional parameter with a documented default ('us'), so the schema carries the parameter semantics. The description restates the {country} notion with no added syntax, format, or validation detail. Baseline 3 applies.

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?

The description names a specific resource and scope: normalized shelves for a given country's popular-in page, grounded by the public URL template. However, it does not differentiate itself from the obvious sibling spotify_featured_charts_by_country, leaving the agent to infer the distinction. 'Normalized shelves' and 'countryHubsPage Pathfinder response' are internal jargon that partially obscures what is actually returned.

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?

There is no explicit when-to-use statement, no prerequisites, and no mention of alternatives such as spotify_featured_charts_by_country or spotify_home. Usage must be inferred purely from the tool name and the country placeholder.

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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