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loom

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    • HippoDid MCP Server

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    • Munnin

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    • Qoopia by qoopia

      Qoopiaofficial

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      Provides persistent memory for AI agents via MCP, enabling agents to store and access notes, files, and session context across sessions and clients while under user control.
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    • DuduLove Memory

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    • Memory Crystal MCP Server by memorycrystal

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    • memento-mcp-server

      jee1
      A
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      quality
      A
      maintenance
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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

    A3.6/5.0

    Scored across 43 tools

    Disambiguation3/5

    The tool set groups cleanly into memory, knowledge, person, identity, and harness domains, and descriptions draw clear lines between similar operations. However, 43 tools create many near-pairs (archive/restore/merge/history across three resources, plus unprefixed verbs like update/forget/recall), so an agent must read descriptions carefully to avoid misselection. Overlap exists but is largely mitigated by documentation.

    Naming Consistency3/5

    Most tools use snake_case with a domain prefix (memory_*, knowledge_*, person_*, harness_*), which is predictable. But core memory operations break the pattern with bare verbs/nouns (remember, recall, update, forget, identity, episodes, dossier, bootstrap), and some related tools differ in structure (update vs update_identity). Mixed conventions but still readable.

    Tool Count2/5

    43 tools is far above the typical 3–15 range and exceeds the 25-tool threshold for 'too many' in the rubric. While the server covers a broad multi-domain scope (memory, knowledge, person, identity, harness), bundling all of them into one surface increases selection cost. Some lifecycle tools could be consolidated or split into separate servers.

    Completeness4/5

    The surface covers full lifecycle operations for memories, knowledge pages, person cards, identity, and harness scaffolding, including create/read/update/archive/restore/history/merge/verify. Minor gaps exist, such as no explicit harness list/remove or global cross-domain search, but core workflows have no dead ends. Overall a very complete but heavyweight tool set.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources