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Code-Graph-RAG MCP server

Code-Graph-RAG is Vitali87's MCP server in the official registry (io.github.vitali87/code-graph-rag). Declared transport: stdio (local, pypi).

★ 5,307 GitHub stars · 2026-11-02

Real user ratings coming soon

Transport	stdio (local, pypi)
Auth	Local install declares secret environment variables
Registry name	io.github.vitali87/code-graph-rag · 0.4.19
Source	https://github.com/vitali87/code-graph-rag
Remote endpoints	None declared
Data source	Official MCP Registry
Kind	Community
GitHub stars	5,307 GitHub stars, fetched 2026-11-02
Date checked	2026-11-02
License	MIT
Last commit	2026-10-16

Install

Configs are generated only from packages and remotes on the registry entry. Empty optional flags are listed instead of inserted. Nothing is added that the entry does not declare.

Local package (pypi)

Claude Desktop · mcpServers

{
  "mcpServers": {
    "code-graph-rag": {
      "command": "uvx",
      "args": [
        "[email protected]",
        "mcp-server"
      ],
      "env": {
        "ORCHESTRATOR_API_KEY": "<YOUR_ORCHESTRATOR_API_KEY>",
        "CYPHER_API_KEY": "<YOUR_CYPHER_API_KEY>"
      }
    }
  }
}

Cursor · mcpServers

{
  "mcpServers": {
    "code-graph-rag": {
      "command": "uvx",
      "args": [
        "[email protected]",
        "mcp-server"
      ],
      "env": {
        "ORCHESTRATOR_API_KEY": "<YOUR_ORCHESTRATOR_API_KEY>",
        "CYPHER_API_KEY": "<YOUR_CYPHER_API_KEY>"
      }
    }
  }
}

VS Code · .vscode/mcp.json

{
  "servers": {
    "code-graph-rag": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "[email protected]",
        "mcp-server"
      ],
      "env": {
        "ORCHESTRATOR_API_KEY": "<YOUR_ORCHESTRATOR_API_KEY>",
        "CYPHER_API_KEY": "<YOUR_CYPHER_API_KEY>"
      }
    }
  }
}

Claude Code · .mcp.json

{
  "mcpServers": {
    "code-graph-rag": {
      "command": "uvx",
      "args": [
        "[email protected]",
        "mcp-server"
      ],
      "env": {
        "ORCHESTRATOR_API_KEY": "<YOUR_ORCHESTRATOR_API_KEY>",
        "CYPHER_API_KEY": "<YOUR_CYPHER_API_KEY>"
      }
    }
  }
}

claude mcp add

claude mcp add code-graph-rag -- uvx [email protected] mcp-server

Optional environment variables

Not placed in the snippet. Names declared on the entry:

ORCHESTRATOR_PROVIDER
ORCHESTRATOR_MODEL
CYPHER_PROVIDER
CYPHER_MODEL
MEMGRAPH_HOST
MEMGRAPH_PORT
TARGET_REPO_PATH

FAQ

What transport does Code-Graph-RAG use?

stdio (local, pypi).

What credentials are declared for Code-Graph-RAG?

Local install declares secret environment variables.

When was this checked, and what is the source?

These facts were checked on 2026-11-02. Registry name: io.github.vitali87/code-graph-rag. Source: https://github.com/vitali87/code-graph-rag.

Category hub: Developer Tools. Client indexes: Claude, Cursor, VS Code.

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