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Related Servers

Alternatives to Mnemo

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to store, recall, link, and manage durable local memories using ranked fuzzy search and optional graph context through a compact MCP interface.
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Local-first AI memory layer with hybrid retrieval and brain-inspired namespaces. Enables agents to save, search, and manage memories directly via MCP tools.
      3 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables multiple AI agents to share a persistent, attributable memory space through MCP, supporting durable storage, keyword search, and event history for cross-agent continuity.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides AI agents with persistent, human-like memory infrastructure via MCP, enabling them to store, search, summarize, and forget episodic, semantic, procedural, and working memories across sessions.
      293 npm
      MIT
    • A
      license
      C
      quality
      A
      maintenance
      Provides AI agents with a human-inspired memory layer via MCP, enabling episodic and semantic memory recall, forgetting curves, consolidation, and contradiction detection. It integrates with MCP clients to offer local-first, dependency-free memory management.
      98
      1
      MIT

    TDQS

    A3.7/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool maps to a distinct memory operation: create, search, list, update, delete, link, and maintain. The overlap between search_memory and list_memories is clearly resolved by describing full-text vs structured filtering, and update_memory is distinct from save_memory due to versioning semantics.

    Naming Consistency4/5

    Most tools follow a clear verb_noun snake_case pattern: save_memory, search_memory, update_memory, forget_memory, link_memories. Minor deviations include the plural 'memories' for list/link while others use singular 'memory', and consolidates is a bare verb without a noun object.

    Tool Count5/5

    Seven tools is well-scoped for a memory server: it covers ingestion, retrieval, structured listing, mutation, deletion, relationships, and maintenance. Each tool has a clear role and none feels redundant or unnecessary.

    Completeness4/5

    The core memory lifecycle is well covered: save, search, list, update, soft/hard delete, link, and consolidation. The main gap is that relationships can be created via link_memories but there is no explicit unlink or relationship-query tool, and there is no dedicated get_memory_by_id, though list_memories likely fills that role.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues