AI Engineer Neo4j Memory MCP Demo

This file descibes how to configure Claude Desktop with agentic memory courtesy of the Neo4j Memory MCP Server.

Local serverstdio

What is the AI Engineer Neo4j Memory MCP Demo MCP Server?

AI Engineer Neo4j Memory MCP Demo is an MCP project maintained in the a-s-g93/ai-engineer-neo4j-memory-demo repository. The maintainer describes its purpose as “This file descibes how to configure Claude Desktop with agentic memory courtesy of the Neo4j Memory MCP Server”. Read the project documentation for the complete scope.

Local setup

The project provides a local client configuration using uvx. Follow the repository’s build and installation steps before copying it, and replace example paths with the paths on your own computer.

Configuration values

The example declares NEO4J_URL, NEO4J_USERNAME, NEO4J_PASSWORD, NEO4J_DATABASE. Secret-looking values have been replaced with placeholders. Required and optional labels are shown only when the documentation states them.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

How to install the AI Engineer Neo4j Memory MCP Demo MCP Server

{
  "mcpServers": {
    "neo4j-memory-store": {
      "command": "uvx",
      "args": [
        "mcp-neo4j-memory@0.1.4"
      ],
      "env": {
        "NEO4J_URL": "bolt://localhost:7687",
        "NEO4J_USERNAME": "neo4j",
        "NEO4J_PASSWORD": "YOUR_NEO4J_PASSWORD",
        "NEO4J_DATABASE": "neo4j"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

VariableDescriptionRequired
NEO4J_URLDeclared in the maintainer’s client configuration.Check documentation
NEO4J_USERNAMEDeclared in the maintainer’s client configuration.Check documentation
NEO4J_PASSWORDDeclared in the maintainer’s client configuration.Check documentation
NEO4J_DATABASEDeclared in the maintainer’s client configuration.Check documentation