MCP serverCommunity

Code-Graph-RAG

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

vitali87 · ↓ 0 installs

Install

Add the config to your client settings. Replace values in <angle brackets> with your own.

claude_desktop_config.json

{
  "mcpServers": {
    "code-graph-rag": {
      "command": "uvx",
      "args": [
        "code-graph-rag==0.4.19"
      ],
      "env": {
        "ORCHESTRATOR_PROVIDER": "ollama",
        "ORCHESTRATOR_MODEL": "llama3.2",
        "ORCHESTRATOR_API_KEY": "<ORCHESTRATOR_API_KEY>",
        "CYPHER_PROVIDER": "ollama",
        "CYPHER_MODEL": "llama3.2",
        "CYPHER_API_KEY": "<CYPHER_API_KEY>",
        "MEMGRAPH_HOST": "localhost",
        "MEMGRAPH_PORT": "7687",
        "TARGET_REPO_PATH": "<TARGET_REPO_PATH>"
      }
    }
  }
}

Or in one command — the CLI adds the server to your client config:

CLI

npx ai-point add io.github.vitali87/code-graph-rag

Tools

The tool list will appear once the server has a sandbox or the editors fill it in.

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