What is the key difference between Optifeed Radar and Yandex Analytics?

Optifeed Radar belongs to the Marketing category with local stdio execution, while Yandex Analytics belongs to the Marketing category with local stdio execution.

How do I install Optifeed Radar or Yandex Analytics in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Optifeed Radar and Yandex Analytics free or paid?

Optifeed Radar operates under a BYOK (Pay Provider Direct) model (API Key required). Yandex Analytics operates under a Free / Open Source model (OAuth 2.0).

Which MCP server has more tools and community activity?

Optifeed Radar lists 6 tools with 2 views and 5 GitHub stars. Yandex Analytics lists 6 tools with 3 views and 2 GitHub stars.

Can I use both Optifeed Radar and Yandex Analytics together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Optifeed Radar vs Yandex Analytics

In-depth architectural comparison of the Optifeed Radar and Yandex Analytics 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.

At a Glance & Executive Verdict

Optifeed Radar

Marketing · Local stdio

Quality: 53/100 (Good) | Auth: API Key required

Yandex Analytics

Marketing · Local stdio

Quality: 43/100 (Fair) | Auth: OAuth 2.0

Verdict Summary: Choose Optifeed Radar if you need specialized Marketing tools running via a local process. Choose Yandex Analytics if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Optifeed Radar when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: OPENAI_API_KEY.
Primary tools included: Zero-key AI-readiness audit, Buyer-prompt generation, Recommendation, position, and share-of-voice scoring.

Explore Optifeed Radar Details

Choose Yandex Analytics when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: OAuth 2.0 (Free / Open Source).
You have access to required keys: YANDEX_MCP_DEFAULT_COUNTER, YANDEX_MCP_CLIENT_ID, YANDEX_MCP_KEYSTORE, YANDEX_MCP_SECRET_TOKEN, YANDEX_MCP_SECRET_METRIKA_TOKEN, YANDEX_MCP_DIRECT_SANDBOX, YANDEX_MCP_DIRECT_CLIENT_LOGIN, YANDEX_MCP_WORDSTAT_WAIT.

Feature & Specification Comparison

Specification	Optifeed Radar optifeed Marketing	Yandex Analytics Marketing
Summary	Asks ChatGPT, Claude, Gemini and Perplexity real buyer questions and scores whether a brand or its products are actually recommended (AI visibility, GEO/AEO). Brand and product checks, competitor share of voice, cited sources; runs locally with your own API keys.	Read-only Yandex analytics for AI agents: Metrika, Webmaster, Direct and Wordstat.
Category & Scope	Marketing

Tools & Capabilities Breakdown

Optifeed Radar Tools (6)

Zero-key AI-readiness audit

Buyer-prompt generation

Recommendation, position, and share-of-voice scoring

Brand and product checks

Competitor comparisons

CLI, JSON, and MCP interfaces

Yandex Analytics Tools (6)

Metrika summaries, comparisons, and custom reports

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).

Optifeed Radar Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "optifeed-optifeed-radar": {
      "command": "npx",
      "args": [
        "-y",
        "optifeed-radar"
      ],
      "env": {
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE"
      }
    }
  }
}

Yandex Analytics Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "yandex-analytics": {
      "command": "uvx",
      "args": [
        "yandex-mcp"
      ],
      "env": {
        "YANDEX_MCP_DEFAULT_COUNTER": "YOUR_YANDEX_MCP_DEFAULT_COUNTER_HERE",
        "YANDEX_MCP_CLIENT_ID": "YOUR_YANDEX_MCP_CLIENT_ID_HERE",
        "YANDEX_MCP_KEYSTORE": "YOUR_YANDEX_MCP_KEYSTORE_HERE",
        "YANDEX_MCP_SECRET_TOKEN": "YOUR_YANDEX_MCP_SECRET_TOKEN_HERE",
        "YANDEX_MCP_SECRET_METRIKA_TOKEN": "YOUR_YANDEX_MCP_SECRET_METRIKA_TOKEN_HERE",
        "YANDEX_MCP_DIRECT_SANDBOX": "YOUR_YANDEX_MCP_DIRECT_SANDBOX_HERE",
        "YANDEX_MCP_DIRECT_CLIENT_LOGIN": "YOUR_YANDEX_MCP_DIRECT_CLIENT_LOGIN_HERE",
        "YANDEX_MCP_WORDSTAT_WAIT": "YOUR_YANDEX_MCP_WORDSTAT_WAIT_HERE"
      }
    }
  }
}

Frequently Asked Questions

Optifeed Radar is categorized under Marketing and uses a local stdio subprocess. In contrast, Yandex Analytics belongs to Marketing using local stdio subprocess. Select Optifeed Radar when you need capabilities focused on marketing and Yandex Analytics when you require tools for marketing.

More alternatives to Optifeed Radar More alternatives to Yandex Analytics Marketing category hub