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kud

mcp-lastfm

by kud

get_user_friends

Retrieve a user's friends on Last.fm, with optional display of their recent listening and pagination support.

Instructions

Get a user's Last.fm friends

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number
userNoLast.fm username; defaults to MCP_LASTFM_USERNAME when set, so it can be omitted for your own account
limitNoResults per page
recenttracksNoInclude each friend's recent listening
Behavior2/5

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 does not state whether the operation is read-only, requires authentication, has rate limits, or pagination behavior. The lack of behavioral disclosure leaves the agent uncertain about side effects.

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?

The description is a single, clear sentence that wastes no words. It is front-loaded with the essential action and resource, making it easy to scan.

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 100% schema coverage, the description is too sparse for a tool with no output schema and no annotations. It does not explain the return format, pagination defaults, or how the 'user' parameter defaults to an environment variable, which is critical 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 coverage is 100%, with all four parameters described in the schema. The description adds no additional parameter meaning beyond what the schema already provides, so it meets the baseline of 3.

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 action ('Get') and the resource ('a user's Last.fm friends'). It distinguishes itself from all sibling tools, which cover artists, tracks, tags, and other user data, but none are about friends.

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 provides no guidance on when to use this tool versus alternatives among the many siblings. It does not mention prerequisites, default behavior, or cases where another tool would be more appropriate.

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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