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khglynn

io.github.khglynn/spotify-bulk-actions-mcp

get_library_artists

Retrieve unique artists from your saved songs, ranked by song count. Shows artists you have saved songs from, even if not followed.

Instructions

Get unique artists from your saved songs, sorted by song count.

This shows artists you have saved songs from (even if not followed), ranked by how many songs you've saved.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
use_cacheNoUse cached data if available

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description carries burden. It explains output (unique artists sorted by song count) and scope (saved songs, including unfollowed). However, it does not mention permissions, caching behavior, or potential limitations. With no annotations, a score of 3 is appropriate.

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 concise sentences with no unnecessary words. Front-loads the main action and then clarifies scope. Excellent structure.

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?

For a simple list tool with an output schema, the description adequately explains what it does and its scope. It could mention pagination or caching, but overall it is reasonably complete given the tool's simplicity.

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% for the single parameter (use_cache) and includes its description. The description does not add further meaning, so baseline 3 is correct.

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?

The description clearly states it gets unique artists from saved songs, sorted by song count. It differentiates from siblings like get_followed_artists (followed only) and get_top_artists (likely based on listening history) by emphasizing 'even if not followed'.

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?

The description implies when to use (when you want artists from saved songs) and contrasts with 'not followed'. It lacks explicit 'when not to use' or alternatives, but the context is clear.

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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