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hugomemo-qa

by huytrao
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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    B3.4/5.0

    Scored across 18 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, with the qa_get_* family splitting out entitlement, usage, session, round, attempts, ratings, and sync status. A few could cause mild confusion—get_app_snapshot overlaps with individual getters, and get_attempts vs get_round_detail both touch attempt data—but the descriptions provide enough separation.

    Naming Consistency5/5

    All tools share a consistent qa_ prefix and use snake_case verb_object naming: qa_get_* for reads, qa_set_*/qa_reset_*/qa_seed_*/qa_force_* for fixture mutations, and qa_validate_* for contract checks. The pattern is uniform and predictable.

    Tool Count4/5

    Eighteen tools is on the heavier side for a typical MCP server, but the count is justified by the QA instrumentation scope: many read-only truth endpoints plus a distinct fixture control-plane group. There is no obvious filler or redundancy that would make the set feel bloated.

    Completeness4/5

    The surface covers health, entitlement/usage, session/round/attempt data, skill/memory ratings, sync status, contract validation, and test-user fixtures. Minor gaps exist—such as no explicit create-test-user tool or read-back for seeded questions—but the core QA and test-fixture workflows are well supported.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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