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JaviMaligno

langfuse-mcp-extended

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    TDQS

    A3.6/5.0

    Scored across 24 tools

    Disambiguation5/5

    Each tool targets a distinct resource-action pair (e.g., createDataset vs. createScore, listTraces vs. listScores). There is no ambiguity as resource types are clearly separated and operations are specific.

    Naming Consistency5/5

    All tools follow a strict verb+noun pattern (e.g., createDataset, getDatasetItem, listObservations) using snake_case consistently. No mixing of styles or vague verbs.

    Tool Count5/5

    24 tools cover the major resources (datasets, scores, traces, observations, sessions) with predictable CRUD operations. The count is well-scoped for a comprehensive observability server without being excessive.

    Completeness3/5

    The tool set lacks create endpoints for traces and observations, which are fundamental to the platform. While dataset items support upsert, the absence of trace and observation creation is a notable gap for a complete evaluation workflow.

    Maintenance

    ActivitySlowing
    ResponsivenessUnresponsive