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Crawlora MCP

spotify_profile

Read-only

Returns normalized public Spotify profile metadata and preview playlists from the Web Player user-profile service.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriNoSpotify user URI, e.g. spotify:user:spotify; provide one of username, uri, or url.
urlNoOpen Spotify user URL, e.g. https://open.spotify.com/user/spotify; provide one of username, uri, or url.
usernameNoSpotify username, e.g. spotify; provide one of username, uri, or url.
artistLimitNoRecently played artist limit, clamped to 0-50.
episodeLimitNoEmbedded episode limit, clamped to 0-50.
playlistLimitNoEmbedded public playlist limit, clamped to 0-50.

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

B3.4/5.0
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 structurally. The description adds useful context that results are 'public' and 'normalized' and sourced from the Web Player user-profile service, but says nothing about rate limits, error behavior, or what happens when a profile is private.

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 with zero filler that names the return content and the data source. Nothing needs trimming.

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?

An output schema exists, so return values need not be explained, and annotations plus 100% schema coverage carry the parameters and safety profile. The remaining gap is routing guidance versus the sibling profile tools, but for a read-only lookup this is largely complete.

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 every parameter including the three limit caps (clamped 0-50) is already documented in the schema. The description adds no parameter meaning beyond what the schema provides, making the baseline 3 correct.

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: 'Returns normalized public Spotify profile metadata and preview playlists.' An agent can distinguish this from siblings like spotify_profile_followers, though the mention of 'preview playlists' slightly blurs the boundary with spotify_profile_playlists and no sibling is named explicitly.

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?

The description offers no when-to-use guidance, no conditions, and does not name an alternative such as spotify_profiles_search or spotify_profile_playlists. The only input guidance ('provide one of username, uri, or url') lives in the schema, not here.

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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