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callen-assetworks

FA-Technician-Brain-MCP

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    TDQS

    B3.2/5.0

    Scored across 12 tools

    Disambiguation4/5

    Each tool targets a distinctly different resource type (endpoints, tables, fields, pages, workflows, validations, transitions, permissions, fixtures, provenance, search). The purposes are largely clear and separable. Minor potential confusion exists between get_api_endpoint, get_table_schema, and get_field since all are spec-lookup tools on different entity types, but their descriptions clearly distinguish target resources.

    Naming Consistency5/5

    All 12 tools follow a clean, consistent get_/[search/check] pattern. Nine use the get_ prefix, one uses search_, and one uses check_, all of which are read-only retrieval verbs that fit a coherent convention. Nouns are consistently descriptive (api_endpoint, table_schema, validation_rules, transitions, persona_permissions).

    Tool Count4/5

    12 tools is within the well-scoped ideal range for a domain knowledge/spec server. Each tool maps to a distinct class of technical reference data that an automation agent might need. This is a slightly-close-but-appropriate count for a comprehensive technical designer/technician knowledge base.

    Completeness4/5

    The surface covers a broad range of queryable knowledge: specs, schemas, fields, pages, workflows, validations, transitions, permissions, search, fixtures, and provenance. Minor gaps include the absence of any mutation or comparison tooling (e.g., diff between environments) and no explicit tool for fetching environment/tenant configuration, but core lookup coverage is strong for the stated knowledge-base purpose.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues