MCP Docs Server vs Yandex Direct MCP

In-depth architectural comparison of the MCP Docs Server and Yandex Direct 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 MCP Docs Server when:

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

Explore MCP Docs Server Details

Y

Choose Yandex Direct MCP when:

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

Explore Yandex Direct MCP Details

Feature & Specification Comparison

Specification	MCP Docs Server Finance & Fintech	Y Yandex Direct MCP Finance & Fintech
Summary	AI access to Mapbox docs, API references, style specs, and guides. No token required.	MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer token auth.
Category & Scope	Finance & Fintech	Finance & Fintech

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": {
    "mcp-docs-server": {
      "command": "npx",
      "args": [
        "-y",
        "@mapbox/mcp-docs-server"
      ]
    }
  }
}

{
  "mcpServers": {
    "yandex-direct-mcp-2": {
      "command": "npx",
      "args": [
        "-y",
        "@theyahia/yandex-direct-mcp"
      ]
    }
  }
}

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