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khglynn

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

search_track_fuzzy

Perform fuzzy track search on Spotify when exact title-artist match fails, using multiple strategies such as simplified titles and title-only queries.

Instructions

Broader fuzzy search when exact match fails.

Tries multiple strategies:

  1. Exact title + artist

  2. Title only

  3. Simplified title (removing parentheses, etc.)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleYesTrack title
artistYesArtist name
limitNoMax results per strategy

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations provided, so description carries full burden. It describes the multiple strategies attempted and implies fallback behavior. Lacks details on rate limits or authentication, but the core behavior is 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?

Very concise: three short, front-loaded sentences that convey the main purpose, then details. Every sentence adds value without redundancy.

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?

Has output schema, so return values are covered. Description addresses when to use and strategies, but lacks mention of pagination or empty results behavior. Still quite complete given tool complexity.

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

Parameters4/5

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

Schema has 100% coverage, baseline 3. Description adds meaning by explaining how title and artist are used across strategies (exact match, title-only, simplified). This gives the agent a better understanding of parameter roles.

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?

Description clearly states it performs a broader fuzzy search when exact match fails, and lists specific strategies. This distinguishes it from sibling tool 'search_track' which presumably does exact search.

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 exact match fails', implying usage context. Lists strategies but does not explicitly state when not to use or provide alternatives. However, the context and sibling names give enough guidance.

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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