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dkfancska

lastfm-mcp

by dkfancska

lastfm_get_user_loved_tracks

Read-onlyIdempotent

Retrieve a list of tracks a user has marked as loved on Last.fm. Supports pagination and limit control.

Instructions

Get a user's loved (favorited) tracks.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already indicate readOnlyHint, openWorldHint, idempotentHint, and destructiveHint. The description adds no further behavioral traits (e.g., rate limits, response format). With strong annotations, this is adequate but not improved.

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

Conciseness3/5

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

The description is a single sentence, which is concise but could be more informative. It does not front-load critical usage details or structure information for scanning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (one required param, optional pagination) and rich annotations, the description is functionally adequate but lacks mention of pagination behavior or result structure. Output schema may alleviate, but completeness is borderline.

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?

Schema description coverage is reported as 0%, yet the description does not explain any parameters (username, page, limit). The agent must infer meanings from schema names alone, which is insufficient for correct invocation.

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 'Get a user's loved (favorited) tracks.' This is a specific verb-resource combination that distinguishes the tool from siblings like get_recent_tracks or get_user_top_tracks.

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?

No guidance is provided on when to use this tool versus alternatives. The one-sentence description lacks any context about prerequisites, scenarios, or comparisons to sibling tools.

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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