M

Memory MCP Server

MCP server for persistent knowledge graph memory

MCP ServerOpen SourceEarly
Visit Website12K

What is Memory MCP Server?

Memory MCP Server is mCP server for persistent knowledge graph memory

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