GraphRAG MCP Server
Public
Model Context Protocol server enabling hybrid semantic and graph-based document retrieval by integrating Neo4j and Qdrant for advanced context expansion and seamless large language model interaction.
python
Model Context Protocol server enabling hybrid semantic and graph-based document retrieval by integrating Neo4j and Qdrant for advanced context expansion and seamless large language model interaction.
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Password for Neo4j database authentication
passwordName of the Qdrant collection containing document chunks
document_chunksDiscover shared experiences
Host address for the Qdrant vector database
localhostPort for the Qdrant vector database
6333Username for Neo4j database authentication
neo4jURI for connecting to the Neo4j database
bolt://localhost:7687Security Notice
Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.
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