mcp-neo4j-memory-server

JovanHsu/mcp-neo4j-memory-server

3.4

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MCP Neo4j Knowledge Graph Memory Server is a knowledge graph memory server based on the Neo4j graph database, designed to store and retrieve information during AI assistant and user interactions.

MCP Neo4j Knowledge Graph Memory Server is an enhanced version of the official Knowledge Graph Memory Server, utilizing Neo4j as the backend storage engine. This project offers powerful graph query capabilities, improved performance, and scalability, making it particularly suitable for building complex knowledge graph applications. By leveraging Neo4j, the server provides high-performance graph database storage, robust fuzzy search and precise matching capabilities, and complete CRUD operations for entities, relationships, and observations. It is fully compatible with the MCP protocol and supports complex graph queries and traversals. Additionally, Docker support is available for easy deployment.

Features

  • High-performance graph database storage based on Neo4j
  • Powerful fuzzy search and precise matching capabilities
  • Complete CRUD operations for entities, relationships, and observations
  • Full compatibility with the MCP protocol
  • Support for complex graph queries and traversals