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khglynn

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

export_library_summary

Export a summary of your Spotify library showing followed artists, top artists by saved songs, and albums with most saved songs.

Instructions

Export a complete summary of your Spotify library.

Includes:

  • Followed artists

  • Top artists by saved song count

  • Albums with most saved songs

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
use_cacheNoUse cached data if available

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description carries full burden. It describes the tool as 'export' but does not clarify if it is read-only, destructive, or requires specific permissions. It mentions caching via a parameter but provides no behavioral details like side effects or rate limits.

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?

The description is very concise, using a single sentence and bullet points. It is front-loaded with the core action and efficiently lists included items. No unnecessary words.

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 exists, which explains return values. However, the description lacks context on what 'export' entails (e.g., file generation vs. data object) and how it differs from similar tools. With many siblings, more contextual guidance would improve completeness.

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?

The only parameter (use_cache) is fully documented in the schema with description and default. The tool description adds no additional meaning beyond what the schema provides, so baseline score of 3 is appropriate.

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 the tool exports a complete summary of the Spotify library, listing specific content (followed artists, top artists by song count, albums with most saved songs). This distinguishes it from sibling tools that focus on single data types.

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?

The description implies use for an overview of library stats but does not explicitly state when to use this tool over siblings like get_followed_artists or get_top_artists. No when-not or alternative guidance is provided.

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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