ComparEdge LLM Cost vs Yandex Direct MCP

In-depth architectural comparison of the ComparEdge LLM Cost 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 ComparEdge LLM Cost 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 ComparEdge LLM Cost 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	ComparEdge LLM Cost Finance & Fintech	Y Yandex Direct MCP Finance & Fintech
Summary	Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.	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": {
    "comparedge-llm-cost": {
      "command": "npx",
      "args": [
        "-y",
        "@comparedge/llm-cost-mcp@latest"
      ]
    }
  }
}

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

Related MCP Server Comparisons