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khglynn

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

create_playlist_from_search_results

Create a Spotify playlist from batch search results with confidence filtering to include only high-quality matches.

Instructions

Create a playlist from batch search results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesPlaylist name
batch_resultsYesResults from batch_search_tracks
include_confidenceNoWhich confidence levels to include: - "high": Only >= 90% matches (safest) - "high_medium": >= 70% matches - "all": All matches (use with caution)high
descriptionNoPlaylist description
publicNoWhether playlist is public

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations are provided, so the description must disclose behavior. It only indicates creation but does not mention side effects, idempotency, or requirements (e.g., authentication, rate limits). Insufficient for a creation tool.

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 a single sentence, efficient and front-loaded. However, it sacrifices necessary detail for brevity.

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?

Despite an output schema existing, the description does not explain return values or processing of 'batch_results' and 'include_confidence'. For a tool with 5 parameters and nested objects, the description is too sparse.

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?

Input schema covers all parameters with descriptions. The description adds minimal value beyond the schema, only clarifying 'batch_results' as results from 'batch_search_tracks'. Baseline score of 3 is appropriate given 100% schema coverage.

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 clearly states the verb 'create' and the resource 'playlist from batch search results', distinguishing it from siblings like 'create_playlist' (empty playlist) and 'import_and_create_playlist' (CSV import).

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 usage after a batch search but lacks explicit when-to-use or alternatives. Siblings provide contrast, but no direct guidance on when not to use this tool.

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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