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agent-memory-system

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Persistent memory for Claude Code that holds itself accountable — forgets on purpose, says "I don't know" when unsure, flags its own contradictions. Local-first · MCP · MIT.

  • Updated Jul 13, 2026
  • Python

A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the prompt" reflex with targeted graph traversal. SQLite default, Neo4j optional.

  • Updated Jun 29, 2026
  • Python

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