"understanding-long-term-memory" matching MCP servers:

• Memory MCP

  burgessadrien

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  Provides persistent AI agent memory using a local vector database for long-term semantic storage and short-term session scratchpads. It enables low-latency memory operations including search, storage, and bulk management without external cloud dependencies.

  Last updated 6 days ago

• Memory MCP Server

  win10ogod

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  security

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  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 5 months ago

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  1

  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 5 months ago

  7

  MIT

• MCP Memory Server

  sdimitrov

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  F

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  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

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• claude-memory-fts

  kurovu146

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  Long-term memory MCP server for Claude Code with SQLite FTS5 full-text search, BM25 ranking, access tracking, and upsert deduplication. Zero config via npx.

  Last updated 20 days ago

  6

  MIT

• MCP Memory System

  workerportfolio

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  security

  F

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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 3 months ago