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Memory MCP Server

MCP server for persistent knowledge graph memory

MCP ServerOpen SourceEarly
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About

MCP server that provides AI agents with persistent memory through a knowledge graph. Stores entities, relationships, and observations that persist across conversations, enabling long-term context awareness.

Strengths

  • Persistent across sessions
  • Knowledge graph structure
  • Simple entity model

Limitations

  • Local file storage only
  • No vector search
  • Manual entity management

Use Cases

Long-term memoryContext persistenceKnowledge management

Integrations

ClaudeCursorWindsurf