Google Analytics 4 vs Yandex Metrica MCP

In-depth architectural comparison of the Google Analytics 4 and Yandex Metrica MCP 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 Google Analytics 4 when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Google Analytics 4 Details

Choose Yandex Metrica MCP when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Yandex Metrica MCP Details

Feature & Specification Comparison

Specification	Google Analytics 4 Developer Tools	Yandex Metrica MCP Developer Tools
Summary	Manage GA4 properties, data streams, conversions, and run reports via Admin & Data APIs.	Query Yandex Metrica web analytics — reports, trends and metadata — via an AI agent.
Category & Scope	Developer Tools	Developer Tools

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": {
    "google-analytics-4-2": {
      "command": "uvx",
      "args": [
        "google-analytics-4-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "yandex-metrica-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "yandex-metrica-mcp"
      ]
    }
  }
}

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