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khglynn

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

parse_song_list_csv

Parse a CSV of songs into a structured list to validate data before running batch Spotify searches.

Instructions

Parse a CSV of songs into a structured list.

Use this to validate your CSV before batch searching.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
csv_contentYesCSV content as string

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations are provided, so the description must carry the full burden. It states parsing into a structured list but doesn't explicitly confirm it's a read-only operation or describe error handling. Adequate for a simple parsing tool, but not highly 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?

Two sentences: first explains the action, second adds usage context. No wasted words, perfectly front-loaded and efficient.

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?

Given the simplicity (one parameter, output schema exists), the description covers the core purpose and usage. It could optionally mention the output format, but the output schema handles that. Complete enough for the complexity.

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 coverage is 100% with a single parameter described as 'CSV content as string'. The description adds no extra semantic detail beyond what the schema provides, so baseline 3 is appropriate.

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 'parse' and resource 'CSV of songs', and it distinctly differs from sibling tools which perform actions like searching, adding, or updating.

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 'Use this to validate your CSV before batch searching', providing clear guidance on when to use it. It implies a precondition but doesn't mention alternatives or when not to use, though the context makes it obvious.

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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