Flexible GraphRAG MCP Server

Example Use Cases

• 1

  Ingest documents from diverse enterprise and cloud data sources using a unified API.

• 2

  That require hybrid search capabilities combining vector, full-text, and graph-based retrieval.

• 3

  AI query and chat functionalities integrated with knowledge graph and RAG setups.

Description

The Flexible GraphRAG MCP Server supports the Model Context Protocol for clients like Claude Desktop, enabling ingestion of documents from 13 data sources, hybrid search, and AI query capabilities. It offers dual transport modes (HTTP and stdio) for debugging and production, and includes a suite of 9 specialized tools for document processing and system management. The server integrates tightly with the Flexible GraphRAG platform, providing a scalable and configurable backend for knowledge graph and RAG applications.