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Reese-max

Music Playlist Organizer MCP

by Reese-max

spotify_classify_playlist

Categorize Spotify playlist tracks by matching title, artist, and album keywords. Preview the resulting groups before applying changes.

Instructions

Preview deterministic playlist categories using title, artist, and album keywords.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
rulesNo
playlistYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.0

TDQS

C2.6/5.0
Behavior2/5

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

Annotations are absent, so the description carries the full burden. It discloses that the tool is 'deterministic' and keyword-based, but omits whether it is read-only, what happens on no matches, or any authentication/rate limits. The 'preview' wording implies a non-destructive read, but it isn't explicitly stated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence with no fluff. However, it is too sparse to be effective — it trades completeness for brevity and misses key usage and parameter details that would help an agent call the tool confidently.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with a nested object schema and no output schema or annotations, this description is not complete. It doesn't define what output ('categories') is returned, how the rules map to songs, or any edge cases. An agent would likely need to contact the schema to understand the 'rules' object and playlist parameter, which defeats the description's raison d'être.

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

Parameters2/5

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

With 0% schema description coverage, the description must contextualize both parameters. It hints that 'rules' relate to 'title, artist, and album keywords', but gives no structure for the 'rules' object or whether 'playlist' is a name or ID. It does not help the agent understand how to provide the required parameter correctly.

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 phrase 'Preview deterministic playlist categories' clearly identifies a classification action on a playlist, and 'using title, artist, and album keywords' explains the method. It distinguishes itself from sibling operation like 'check_playlist_duplicates' and 'organize_playlist', though it doesn't explicitly contrast with them.

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?

No guidance on when to use this tool vs alternatives, prerequisites, or types of playlists. The description does not mention common cases like playlists with missing metadata or how this differs from 'youtube_classify_playlist' or 'spotify_organize_playlist'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.