Understanding Long-Term Memory MCP servers

"Understanding Long-Term Memory" matching MCP servers:

• Memory MCP Server

  win10ogod

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  quality

  Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.

  Last updated 3 months ago

  21

  7

  BSD 3-Clause

• Memory MCP Server

  cbuntingde

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  Enables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.

  Last updated 3 months ago

  7

  MIT

• MCP Memory Server

  sdimitrov

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  security

  F

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  quality

  Implements long-term memory capabilities for AI assistants using PostgreSQL with pgvector for efficient vector similarity search, enabling semantic retrieval of stored information.

  Last updated a year ago

  4

  52

• MCP Memory System

  workerportfolio

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  security

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  Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.

  Last updated a month ago

• MCP Memory Server

  WebSurfinMurf

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  Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

  Last updated 5 months ago

• Knowledge Graph Memory Server

  RMRanjit

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  security

  F

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  quality

  Provides persistent memory for Claude by implementing a local knowledge graph to store and retrieve entities, relations, and observations. This enables long-term information retention and personalization across different chat sessions.

  Last updated 6 months ago

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