Yandex Search MCP

Example Use Cases

• 1

  Perform automated Yandex searches with detailed content extraction and analysis.

• 2

  AI-powered relevance scoring and structured LLM-friendly search results.

• 3

  Multi-region and safe search capabilities with stealth browser automation.

Description

This MCP server enables automated Yandex search with full parameter control, stealth browser automation, and cookie-based authentication to bypass CAPTCHA. It offers advanced features like content extraction, AI-powered relevance scoring, and structured output formats optimized for large language models. The tool supports multi-region search and safe search filtering, making it suitable for research and analysis tasks.