GraphRAG MCP Server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
NEO4J_URIYesURI for connecting to the Neo4j databasebolt://localhost:7687
NEO4J_USERYesUsername for Neo4j database authenticationneo4j
QDRANT_HOSTYesHost address for the Qdrant vector databaselocalhost
QDRANT_PORTYesPort for the Qdrant vector database6333
NEO4J_PASSWORDYesPassword for Neo4j database authenticationpassword
QDRANT_COLLECTIONYesName of the Qdrant collection containing document chunksdocument_chunks

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription

No tools

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