Knowledge Management · AI Chatbot

MCP Memory Server

StevenWangler/mcp-memory-server

A Model Context Protocol (MCP) server implementation that provides persistent memory capabilities for Large Language Models.

Install

npx @modelcontextprotocol/server-memory

Client configuration

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": [
        "@modelcontextprotocol/server-memory"
      ]
    }
  }
}
Category
Knowledge Management, AI Chatbot
License
MIT
Updated
Oct 6, 2026

About MCP Memory Server

This repository contains a reference implementation of the Model Context Protocol Memory Server. The server implements a knowledge graph-based persistent memory system that enables LLMs to store, retrieve, and reason about information across conversations and sessions.

Features

  • Knowledge Graph Storage: Persistent graph-based information storage

  • Entity Management: Create and manage entities and their relationships

  • Semantic Search: Find relevant information using semantic similarity

  • Cross-session Memory: Maintain context across different conversations

  • Memory Operations: Full CRUD operations for memory management

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

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