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ai-memory-mcp

by zhanpu89
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Python
Hybrid

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    Deploy Server
    Context All Your Agents Can ShareAgents share what they learn, hand off work, and hold it when you switch models. Start with 5 GB free.fulcradynamics.comAd

    TDQS

    A3.8/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools serve distinct purposes, but search_summaries and search_summaries_fts overlap significantly, potentially confusing an agent about which to use for searching summaries.

    Naming Consistency4/5

    Names mostly follow verb_noun pattern (add_decision, save_summary) but include a few outliers like maintenance (noun) and longer phrases like get_summary_by_id, deviating from strict consistency.

    Tool Count5/5

    With 10 tools covering session initialization, CRUD, search, maintenance, and reporting, the count is well-scoped for an AI memory server without being overwhelming.

    Completeness3/5

    Covers saving, retrieving, updating, and searching summaries, but lacks delete functionality and has no dedicated tools for retrieving or removing decisions, leaving notable gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources