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Alternatives to Walrus Memory MCP

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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides a shared long-term memory across any LLM via MCP, enabling semantic recall, session save/reload, and multimedia memory management with local embeddings and private storage.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables AI memory persistence and secure credential management via vault tools for MCP-compatible clients like Claude Desktop, Cursor, and VS Code.
      12
      4 npm
      MIT
    • A
      license
      Not graded
      quality
      Not graded
      maintenance
      Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents with persistent, long-term memory capabilities. It enables users to add, search, update, and delete memories to maintain context and personalization across different interactions.
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Cross-vendor AI memory over MCP. Provides a persistent memory store with tools to write, search, list, forget, and supersede memories from any MCP-capable AI client.
      MIT

    TDQS

    A3.9/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool serves a distinct purpose: login for authentication, remember for explicit saving, analyze for batch extraction, recall for searching, and restore for index maintenance. Although analyze and remember both create memories, their trigger conditions are clearly separated (passage processing vs. direct user request), preventing misselection.

    Naming Consistency5/5

    All tools follow a uniform memwal_<verb> pattern using lowercase snake_case. The verb stems (analyze, restore, login, remember, recall) are consistent and predictable, making the naming highly coherent.

    Tool Count5/5

    With only five tools, the surface is compact and focused on the essential operations of a personal memory system: authentication, writing, reading, batch processing, and maintenance. No tool feels redundant or extraneous.

    Completeness3/5

    The set covers authentication, creation, recall, and bulk ingestion, but lacks update and delete operations. For a memory system, the inability to forget or correct stored facts is a notable gap that could limit agent effectiveness.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues