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MemVault

by dreamor
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Rust
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

    A4.1/5.0

    Scored across 20 tools

    Disambiguation4/5

    Most tools target distinct resource+action pairs, and the descriptions carefully delineate the trickiest pairs (delete_memory vs forget_memory, record_outcome vs infer_outcome, review_memory vs save_memory). A few boundaries remain soft — save_memory vs extract_memories with auto_save, and review_memory's edit action vs a dedicated update — but an agent can reason through them from the text.

    Naming Consistency4/5

    The set follows a strong verb_noun convention (confirm_read, add_evidence, delete_memory, save_memory, search_memory, get_compliance_report) with a consistent run_* prefix for batch pipeline operations. The only notable deviation is session_start (noun_verb), which breaks the pattern but is unambiguous.

    Tool Count4/5

    At 20 tools this sits slightly above the comfortable range, but the domain genuinely spans memory CRUD, decay, dedup, promotion, evidence chains, session injection, and compliance reporting, so nearly every tool earns its place. It could be trimmed (e.g. collapsing the report getters) but is not bloated.

    Completeness4/5

    Lifecycle coverage is broad: create, search, review/edit, soft-delete, hard-forget, decay, dedup, promote, import, extract, evidence, plus session and outcome/compliance loops. Minor gaps exist — restore is CLI-only, there is no get_memory-by-id or general list/pagination outside the inbox, and update is only reachable via review_memory's edit action.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources