graphrag_mcp
GraphRAG MCP Server is designed for querying a hybrid graph and vector database system, combining Neo4j and Qdrant for advanced semantic and graph-based document retrieval. It provides tools and resources for integrating large language models, enabling both semantic search and context expansion.
What are the prerequisites for running GraphRAG MCP?
You need Python 3.12+, Neo4j running on localhost:7687, and Qdrant running on localhost:6333 with document data indexed in both databases.
How do I install and start Neo4j?
You can use Docker to install and start Neo4j with the command provided in the setup guide.
What should I do if I encounter connection issues?
Ensure that Neo4j and Qdrant are running and accessible, and verify the credentials in your .env file.
How can I contribute to the GraphRAG MCP project?
Contributions are welcome! You can submit a Pull Request on the GitHub repository.
What license is GraphRAG MCP distributed under?
GraphRAG MCP is distributed under the MIT License.