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Maybeyes111

google-scrape-mcp

by Maybeyes111

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    • A
      license
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      quality
      C
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      Enables AI agents to search Google for web results, images, videos, news, products, scholarly articles, and patents, plus local business lookup with contact details and ratings, and full text extraction from any page, accepting up to 100 queries in a single call.
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    • A
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      quality
      B
      maintenance
      Gives AI agents Google-backed web, news, maps, scholar, patent, shopping, image, video and autocomplete search, along with tools that convert public webpages and PDFs to Markdown, extract query-relevant passages from multiple URLs, and crawl or map sites.
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    • A
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      Enables AI assistants to perform real-time Google searches with anti-bot protection. Bypasses search engine restrictions using advanced browser automation to extract search results locally without requiring paid API services.
      6
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    • A
      license
      A
      quality
      C
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      Enables AI agents to run live Google searches and retrieve organic results, snippets, sitelinks, People Also Ask, related searches, and Google's AI Overview with citations via a zero-dependency MCP server.
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    • A
      license
      B
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      Enables free web searching using Google search results with no API keys required, returning structured results with titles, URLs, and descriptions.
      1
      7 npm
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    TDQS

    B3.4/5.0

    Scored across 22 tools

    Disambiguation2/5

    Many tools duplicate functionality: google_search can perform all the specialized searches (web, images, news, etc.), so it's unclear when to use a specialized tool versus the unified one. Descriptions mention engine and rate limits but don't resolve the core overlap.

    Naming Consistency4/5

    All tools share the google_ prefix and snake_case, which is consistent. However, patterns vary (some are verb-based like google_translate, others are noun-based like google_finance_quote), so minor deviations exist.

    Tool Count3/5

    22 tools is on the high end for a single server; while many verticals are distinct, the unified search tool makes several redundant, leading to over-provisioning.

    Completeness4/5

    The surface covers most major Google search verticals (web, images, video, news, books, shopping, scholar, patents, finance, trends, AI) plus utility tools. Missing verticals like maps, jobs, or local could be minor gaps for some use cases, but core scraping needs are met.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues