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feat: add cuba-memorys to Community Servers#3494

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lENADRO1910 wants to merge 1 commit intomodelcontextprotocol:mainfrom
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feat: add cuba-memorys to Community Servers#3494
lENADRO1910 wants to merge 1 commit intomodelcontextprotocol:mainfrom
lENADRO1910:main

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Cuba-Memorys

Persistent memory for AI agents with 12 Cuban-named tools.

Key Features:

  • Knowledge graph with entities, observations, and typed relations
  • Hebbian learning (Oja's rule) for memory strengthening
  • 4-signal RRF fusion search (TF-IDF + full-text + trigrams + optional pgvector)
  • GraphRAG enrichment with degree-1 neighbors
  • FSRS spaced repetition for adaptive memory decay
  • Anti-hallucination grounding with graduated confidence scoring
  • REM Sleep autonomous background consolidation
  • Graph analytics: PageRank, Louvain communities, betweenness centrality

Built on: PostgreSQL, auto-provisions via Docker.

GitHub: https://github.com/lENADRO1910/cuba-memorys
PyPI: cuba-memorys
Category: Community Server / Knowledge & Memory

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