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Outscraper MCP

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    TDQS

    B3/5.0

    Scored across 28 tools

    Disambiguation3/5

    Most source-specific tools like yelp_reviews, indeed_search, and google_maps_photos are clearly distinct, but google_maps_search and businesses_search overlap for place/business discovery. The legacy aliases tp_data/trustpilot_data and tp_reviews/trustpilot_reviews are direct duplicates, and while descriptions help, an agent can still misselect between the search and enrichment tools.

    Naming Consistency4/5

    The set is overwhelmingly consistent: lowercase snake_case object_action names like businesses_search, requests_list, and emails_validator dominate. Deviations like ping, chain_info, company_insights, and the tp_* legacy aliases break the pattern slightly, but the naming remains predictable overall.

    Tool Count2/5

    At 28 tools, the server exceeds the reasonable range for an MCP surface, even for a broad scraping platform. Several tools are near-duplicates or legacy aliases, and the count adds cognitive load beyond what the core workflows require.

    Completeness4/5

    The surface covers the main Outscraper workflows well: place/business search, per-source reviews and photos, enrichment, email/phone validation, and async request lifecycle management. Minor gaps like a dedicated place-details endpoint are workable because businesses_get and the requests_* tools fill adjacent needs.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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