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YangLiangwei

PersonalizationMCP

by YangLiangwei

follow_playlist

Follow a Spotify playlist using its ID. Choose whether to add it to your public playlists.

Instructions

Follow a playlist.

    Args:
        playlist_id: Spotify playlist ID
        public: Whether the playlist will be included in user's public playlists
    

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
publicNo
playlist_idYes
access_tokenNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.1/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states the follow action and the effect of the public flag; it does not mention whether authentication is required, whether the operation is idempotent, what side effects occur, or error behavior. For a mutating operation, this is a notable gap.

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

Conciseness4/5

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

The description is short and to the point, front-loading the action and then listing only the necessary argument explanations. The docstring-style Args block is somewhat unusual but contains no redundant content or filler. It earns its place without being bloated.

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 simple mutation with no annotations, no output schema, and only partial parameter coverage, the description should at least outline authentication requirements, the returned result, and all parameters. It covers the core action and two parameters but leaves access_token unaddressed and any behavioral side effects unstated, so an agent lacks critical context for correct invocation.

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 description coverage is 0%, so the description must compensate. It explains playlist_id as a Spotify playlist ID and public as controlling inclusion in public playlists, which adds meaningful context. However, it completely omits access_token character and does not clarify requiredness or defaults beyond what the schema already shows.

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 states the specific verb 'Follow' and resource 'playlist', which clearly identifies the action. It differentiates from sibling tools like 'unfollow_playlist' and 'follow_artists_or_users' because the resource and action are explicit. The Args block confirms the Spotify context, leaving no ambiguity about what the tool does.

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?

The description gives no indication of when to use this tool instead of alternatives. It does not mention prerequisites like authentication, nor does it contrast with similar tools such as unfollow_playlist. There is no context about the appropriate scenario for following a playlist, leaving the agent to infer usage from the name alone.

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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