Genai Toolbox vs MCP Memgraph

In-depth architectural comparison of the Genai Toolbox and MCP Memgraph MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Genai Toolbox when:

• You need dedicated capabilities in the Databases domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: other (Free / Open Source).
• Primary tools included: Prebuilt database tools, Custom YAML-defined tools, Multi-database source support.

Explore Genai Toolbox Details

Choose MCP Memgraph when:

• You need dedicated capabilities in the Databases domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• You have access to required keys: MCP_TRANSPORT.
• Primary tools included: Cypher query execution, Regex-based schema search, Node schema inspection.

Feature & Specification Comparison

Specification	Genai Toolbox googleapis Databases	MCP Memgraph memgraph Databases
Summary	Open source MCP server specializing in easy, fast, and secure tools for Databases.	Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
Category & Scope	Databases

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "googleapis-genai-toolbox": {
      "command": "npx",
      "args": [
        "-y",
        "@toolbox-sdk/server"
      ]
    }
  }
}

{
  "mcpServers": {
    "memgraph-mcp-memgraph": {
      "command": "uvx",
      "args": [
        "memgraph-toolbox"
      ],
      "env": {
        "MCP_TRANSPORT": "YOUR_MCP_TRANSPORT_HERE"
      }
    }
  }
}

Related MCP Server Comparisons