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scraperapi-mcp-server

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Python
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    TDQS

    A4.4/5.0

    Scored across 27 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action, with clear domain prefixes (google_, amazon_, walmart_, ebay_, redfin_, crawler_, ai_parser_). Within a domain, search versus detail versus review/offers are cleanly separated, and descriptions explicitly state when NOT to use each tool, eliminating overlap.

    Naming Consistency5/5

    All tool names follow a consistent 'domain_action' pattern in snake_case (e.g., google_search, amazon_product, redfin_for_sale, crawler_job_start, ai_parser_create). Every name clearly encodes its domain and action, making selection predictable and unambiguous.

    Tool Count4/5

    27 tools is above the typical 3-15 range and feels heavy, but the server's purpose is a broad scraping service spanning multiple providers (Google, Amazon, Walmart, eBay, Redfin) plus crawler and AI parser lifecycle management. Each tool earns its place given the scope, so it is slightly over but defensible.

    Completeness2/5

    There is a significant gap: the tool descriptions repeatedly reference a 'scrape' tool for fetching a single known URL, but no such tool exists in the server. This creates a dead end for agents expecting generic URL scraping. Additionally, crawler jobs only support delete (no pause/resume) and eBay lacks a review tool, leaving notable holes in the lifecycle coverage.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

    Resources