GraphRAG MCP Server

Example Use Cases

• 1

  Perform semantic document search using embeddings.

• 2

  Expand context based on graph relationships.

• 3

  Conduct hybrid searches combining vector similarity and graph data.

Description

GraphRAG MCP Server integrates Neo4j and Qdrant to provide powerful semantic and graph-based document retrieval capabilities. It supports seamless integration with large language models for semantic search through embeddings, graph-based context expansion, and hybrid search. The server adheres to the Model Context Protocol, allowing compatibility with any MCP-enabled client.