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Soul-Brews-Studio

arra-memory-lab

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to govern the memory store they already run by gating what gets written, filtering recall by caller identity and memory validity, executing verifiable forgetting, and recording refusals and deletions in a hash-chained audit trail. It exposes these admission, authorization, and evidence controls over MCP so that credentials and personal data never persist and every deletion can be proven.
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables agents and MCP clients to retain, recall, screen, quarantine, approve, supersede, and verify durable memories with session-level provenance. Every write passes a poisoning gate, so suspicious or secret-bearing entries are held for human review rather than silently trusted in later sessions.
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP hosts and applications to give AI agents governed persistent memory and bounded context with authorization, provenance, temporal/version control, lifecycle, audit, and optional provider-agnostic model execution.
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables LLM clients to manage hierarchical working, dialogue, and episodic memories with decay-aware consolidation, hybrid lexical/vector retrieval, knowledge-graph expansion, and semantic caching over MCP.
      7
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to store, search, and resolve shared memories with full provenance, conflict detection, and an audit trail across MCP-compatible clients.
      -

    Maintenance

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