GraphRAG MCP Server

Example Use Cases

• 1

  Fast, context-aware answers from a knowledge graph of citizen contributions.

• 2

  Transparent provenance linking answers to original citizen texts.

• 3

  Analyze civic concerns and policy themes across multiple French communes.

Description

GraphRAG MCP Server enables rapid and context-rich querying of citizen contributions from 50 French communes using a graph-first architecture that is significantly faster than traditional vector RAG systems. It offers complete provenance tracing for answers, ensuring transparency and trust, and supports universal MCP client compatibility. The server is optimized for performance and quality, validated through empirical testing, and designed for civic research and policy analysis.