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google-scrape-mcp

google-scrape-mcp

by Maybeyes111

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    • A
      license
      Not graded
      quality
      C
      maintenance
      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.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to perform Google searches across web, news, videos, images, shopping, and places, retrieve existing search results, and inspect account usage through stdio using compact text summaries or structured JSON.
      30 npm
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables an AI to run Google searches and receive structured JSON results (organic listings, AI Overview, People Also Ask, ads, related searches and other blocks) by driving a background headless Chrome on the user's own machine, with no SERP API, proxy or per-query cost. Results reflect the real page a person would get from that connection, and can be tuned by country, language, location, page count and returned sections.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to run real Google searches through a self-hosted browser on their own IP or a proxy, returning typed JSON with organic results rewritten to their true destination URLs, AI Overviews, People also ask, related searches, and structured block errors. Requires no API key and works over MCP with any client.
      42 PyPI
      8
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables agents to run real-time searches across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and other engines, with automatic detection of answer boxes, organic results, news, images, and shopping listings. Supports compact or full JSON and token-efficient Markdown output, along with weather, stock, and interactive table/dashboard views in compatible hosts.
      -
    • A
      license
      Not graded
      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.
      MIT

    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

    ActivitySlowing
    ResponsivenessSyncing