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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

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"Using Yandex Browser to Search for Information" matching MCP servers:

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  • F
    license
    Not graded
    quality
    F
    maintenance
    Enables AI assistants to perform real-time web searches and retrieve AI-generated answers using the Yandex Search API. It provides tools for accessing up-to-date internet information with support for both raw search results and summarized content via the Yazeka model.
    48
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables all Yandex search types (web, generative, image, and image-by-image) via StreamableHTTP, including deferred operations, and is containerized for use as an HTTP-MCP backend in Docker/Compose stacks.
    1
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage Yandex Direct advertising campaigns, ads, keywords, and reports via natural language using the Yandex Direct API v5.
    2
    1
    MIT
  • F
    license
    C
    quality
    A
    maintenance
    MCP server for Yandex Direct, Metrika, Search API, Wordstat and Webmaster. Connect an AI assistant to advertising, website analytics, search results and search-demand data.
    48
    1
    -
  • A
    license
    Not graded
    quality
    F
    maintenance
    MCP server for Yandex Direct, Metrika, Wordstat, and Webmaster APIs, providing 132 tools to manage advertising campaigns, analytics, keyword research, and reporting through any MCP-compatible client.
    59
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    HandaaS的MCP服务器,提供全域资讯搜索、企业新闻、行业资讯、主题跟踪和企业动态监控能力,帮助用户开展行业研究和舆情分析。
    2
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables natural language queries to Yandex Metrika analytics, allowing users to ask questions about traffic, sources, and user behavior without dashboards or SQL.
    2
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables LLM agents to fetch live Yandex Market data via plain HTTP, with honest labeling of prices (pay-card vs plain vs discounted), sponsored tiles, seller and model-group ratings, reviews, questions, and seller legal details. It avoids common scraped-data traps such as misleading discounts, captcha pages, and cross-border or conditional offers.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search products, manage a cart, and place orders with Yandex Lavka, requiring explicit human confirmation before charging.
    17
    21
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    This MCP enables access to Yandex Tracker issue management. Currently it supports all read operations to retrieve queues, issues and users from Yandex Tracker.
    55
    119
    Python
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for Yandex Metrika API, enabling reporting, counter management, goals, filters, and other operations via natural language.
    12
    2
    MIT