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agent-knowledge

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    Deploy Server
    RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: querying, ingesting text, ingesting UMSF documents, stats, dreaming, hook operations, and hook stats. The two ingest tools are differentiated by input type and use case, and the hook tools are a cohesive subset with clear roles.

    Naming Consistency4/5

    All tools share the 'ak_' prefix and use snake_case, but patterns vary slightly: some are action-only (query, ingest, stats, dream), while others include a context prefix (ingest_umsf, hook_fire, hook_list, hook_stats). This is readable and predictable, with minor inconsistency in noun/verb ordering.

    Tool Count5/5

    With 8 tools, the set is well-scoped for a knowledge vault server. Each tool covers a distinct aspect—query, ingestion, usage stats, memory consolidation, and hook management—without unnecessary bloat or missing core functionality.

    Completeness4/5

    The core knowledge vault operations (ingest, query, stats, dream) are covered, plus real-time hook management. Minor gaps include lack of explicit source deletion or listing, but these are not essential for the stated purpose and can be worked around.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources