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GraphRAG

Verified Integration
Author: @rileylemm•Category: ServerApplication
GitHub Repository
JSON-RPC 2.0
Protocol Standard
Sub-second
Execution Latency
Active
Operational Status
Tags:#Claude#Search#Database#API#Python#Git#Filesystem#AI#GitHub#Node.js

Client Configuration

— Connect GraphRAG to Claude Desktop or Cursor in seconds
{
  "mcpServers": {
    "graphrag": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-graphrag"
      ],
      "env": {}
    }
  }
}
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).
Architecture & Capabilities

System Overview

Enables querying of a hybrid graph and vector database using the Model Context Protocol for enhanced document retrieval.

Indexed Date

7/23/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for GraphRAG

You need Python 3.12+, a running Neo4j instance, a running Qdrant instance, and your document data indexed in both databases. See the documentation for detailed setup instructions.

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