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sleep-consolidation

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wyckit / mcp-engram-memory

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Brain-like persistent memory for AI agents. Hybrid search, knowledge graph, sleep-consolidation lifecycle, expert routing (HMoE), and a graph-Laplacian diffusion subsystem driving decay, consolidation, auto-link, and spectral retrieval. 65 MCP tools. Local, no cloud.

csharp dotnet mcp embeddings knowledge-graph semantic-search ai-agents cognitive-architecture onnx spreading-activation vector-search local-first graph-laplacian llm-tools ai-memory model-context-protocol expert-routing sleep-consolidation spectral-retrieval
  • Updated Jun 18, 2026
  • C#

mehmetkirkoca / MemPalace

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MemPalace is a semantic memory system for AI agents, built as an MCP (Model Context Protocol) server. It provides a structured, searchable long-term memory store organized like a physical "memory palace" — a hierarchical spatial metaphor: Palace → Wing → Hall → Room → Closet → Drawer (content)

knowledge-graph semantic-search sleep-consolidation multi-palace-routing routing-memory-cache multi-identity-support
  • Updated Apr 26, 2026
  • JavaScript

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