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avivsinai

langfuse-mcp

by avivsinai

get_score_v2

Retrieve a specific score by its ID from Langfuse's Scores API. Use this to fetch score details for analysis or debugging.

Instructions

Get a score by ID from Scores API v3 (the v2 route where v3 is not served).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
score_idYesScore ID

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.9.0

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the burden. It states this is a retrieval and adds version-routing context, but it does not disclose error behavior, auth requirements, or side-effect absence beyond the word 'Get'.

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?

A single sentence with no filler, and the key lookup behavior is front-loaded. The parenthetical version note is slightly awkward but compact.

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?

For a one-parameter lookup with an output schema, the description covers the essential routing nuance. It could add explicit alternative guidance, but nothing critical is missing for invoking it correctly.

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 description coverage is 100% and the single score_id parameter is already documented. The description's 'by ID' adds no new semantic detail, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb ('Get'), resource ('score'), and lookup key ('by ID'), which clearly distinguishes it from list_scores_v2. The version phrasing is slightly convoluted, but the intent is understandable.

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?

It implies when to use this route ('where v3 is not served') but does not explicitly name alternatives or state when not to use it. The context is present but not fully developed.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.