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Reese-max

Music Playlist Organizer MCP

by Reese-max

youtube_check_playlist_duplicates

Identify repeated videos in any YouTube playlist. Scan the playlist to detect duplicate tracks without making changes, then use the results to organize and deduplicate your music.

Instructions

Find repeated videos in a YouTube playlist without changing it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
playlistYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.0

TDQS

A3.7/5.0
Behavior4/5

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

Since no annotations are provided, the description carries the full burden for revealing side effects. It directly states the key behavioral attribute: the playlist is not modified. It does not detail return shape or edge conditions, but the safety-relevant behavior is explicitly disclosed.

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 a single, front-loaded sentence that wastes no words. It effectively communicates the action and the non-mutating guarantee.

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?

With no output schema, the description should clarify what the agent receives, such as a list of duplicate entries, counts, or identifiers. It also does not clarify how to supply the playlist parameter. The core purpose is clear, but key invocation details are absent.

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?

The playlist parameter has 0% schema description coverage, and the tool description does not explain whether the value should be a playlist ID, URL, or title. It only establishes that the target is a YouTube playlist, leaving an important ambiguity for the agent.

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 a specific read-only operation: finding repeated videos in a YouTube playlist. 'Without changing it' also distinguishes it from mutation-oriented sibling tools like youtube_add_to_playlist and youtube_organize_playlist.

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 the right use case: call it when duplicate detection in a playlist is needed. It provides no explicit comparison or rejection criteria versus the other playlist tools, so the guidance is adequate but not robust.

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