Skip to content
mcp/harbor
Claude Desktop

Code-Graph-RAG for Claude Desktop

io.github.vitali87/code-graph-rag

Knowledge-graph RAG for multi-language codebases: index, query and edit code in natural language.

client:Claude Desktop transport:stdio runtime:pypi

Install Code-Graph-RAG in Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json · windows: %APPDATA%\Claude\claude_desktop_config.json

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "code-graph-rag": {
      "command": "uvx",
      "args": [
        "code-graph-rag"
      ],
      "env": {
        "ORCHESTRATOR_PROVIDER": "<ORCHESTRATOR_PROVIDER>",
        "ORCHESTRATOR_MODEL": "<ORCHESTRATOR_MODEL>",
        "ORCHESTRATOR_API_KEY": "<ORCHESTRATOR_API_KEY>",
        "CYPHER_PROVIDER": "<CYPHER_PROVIDER>",
        "CYPHER_MODEL": "<CYPHER_MODEL>",
        "CYPHER_API_KEY": "<CYPHER_API_KEY>",
        "MEMGRAPH_HOST": "<MEMGRAPH_HOST>",
        "MEMGRAPH_PORT": "<MEMGRAPH_PORT>",
        "TARGET_REPO_PATH": "<TARGET_REPO_PATH>"
      }
    }
  }
}

Settings → Developer → Edit Config opens this file. Restart the app after saving. Claude Desktop docs

Code-Graph-RAG in other clients

Code-Graph-RAG MCP server