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Alternatives to Compartment

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    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      Engram MCP provides persistent, cross-session memory for AI agents by automatically encoding errors, decisions, and discoveries during development sessions. It enables local, intelligent recall and automated context management to help AI learn from experience and avoid recurring mistakes.
      54 npm
      Business Source 1.1
    • A
      license
      Not graded
      quality
      C
      maintenance
      Zero-knowledge, self-hostable MCP server providing encrypted durable memory for AI agents, with tools to save, recall, search, list, and delete memories.
      61
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    • A
      license
      A
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      A
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      Embedded memory and retrieval engine for AI agents, providing local-first memory with MCP support for multi-agent access control.
      3
      48 PyPI
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    TDQS

    A4.1/5.0

    Scored across 14 tools

    Disambiguation4/5

    Most tools target clearly distinct operations: store vs store_many (one vs many), search vs recent (relevance vs recency), link/relations/unlink (graph edges), get/forget (single record). The only mild overlap is memory_status vs memory_selftest (vault status vs canned health queries) and store vs link, but the descriptions explicitly delineate each.

    Naming Consistency5/5

    Every tool uses a consistent memory_ prefix with snake_case verb_noun patterns (memory_store, memory_search, memory_forget, memory_link, memory_relations, memory_list_namespaces). Multi-word variants like memory_store_many and memory_list_namespaces remain predictable.

    Tool Count5/5

    14 tools is well within the ideal 3-15 range and each earns its place: write (single/batch), read (search/get/recent/relations), mutation (link/unlink/forget), and lifecycle (lock/unlock/status/selftest). No obvious filler.

    Completeness4/5

    Covers the full memory lifecycle: create, batch create, search, get, link/unlink relations, forget (with shred), namespaces, status, and lock/unlock. Minor gaps: no dedicated update tool (handled indirectly via supersedes) and no namespace/tag management or bulk-export operation.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week