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khglynn

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

add_reviewed_tracks

Add approved tracks from a reviewed CSV to your Spotify playlist. Use after batch search to resolve uncertain matches by specifying 'approve', 'reject', or custom URIs.

Instructions

Add tracks from a reviewed CSV to an existing playlist.

Use this after reviewing uncertain matches from a batch search.

The CSV should have an 'action' column:

  • 'approve': Add the matched track

  • 'reject': Skip this track

  • spotify:track:xxx: Use this specific URI instead

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
playlist_idYesExisting playlist ID
reviewed_csvYesReviewed CSV content with 'action' column

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Describes the CSV format and action column, but does not disclose side effects (e.g., duplicate handling), authentication needs, or rate limits. Since no annotations exist, the description carries full burden but is only partially transparent.

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?

Three concise sentences, each essential. First sentence states purpose, second gives usage context, third explains CSV format. Front-loaded and efficient.

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?

Given output schema exists, description doesn't need to explain return values. Provides enough context for usage, though could mention error handling or confirmation of addition.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and description adds significant value by explaining the CSV format and action column values ('approve', 'reject', specific URI). Goes beyond the basic schema descriptions.

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?

Clearly states verb 'Add', resource 'tracks from a reviewed CSV to an existing playlist', and context 'after reviewing uncertain matches from a batch search'. Distinguishes from sibling tools like add_tracks_to_playlist and batch_search_tracks.

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?

Explicitly says when to use: 'after reviewing uncertain matches from a batch search'. Does not directly state when not to use, but context implies alternatives.

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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