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ScrapeCreators MCP Server

by thenavidm

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    TDQS

    B3.4/5.0

    Scored across 190 tools

    Disambiguation3/5

    Many tools have overlapping purposes, especially within platforms: multiple search endpoints (tiktok_search_by_keyword, tiktok_top_search, tiktok_search_by_hashtag), duplicate GET/POST pairs with identical descriptions (facebook_ad_library_search vs search_post), and near-identical live endpoints (tiktok_live vs tiktok_live_info). Detailed descriptions mitigate some confusion, but the volume and similarity make misselection likely.

    Naming Consistency3/5

    Most tools follow a snake_case platform_resource_action pattern, but there are inconsistencies: nested prefixes (facebook_facebook_group_info, tiktok_ad_library_ad_library_search), duplicate _post suffixes, and some tools without platform context (list_accounts, research_batch). Still, the convention is generally readable.

    Tool Count1/5

    190 tools is far beyond the typical 3-15 range and represents an extreme mismatch for a single MCP server. While the domain spans many platforms, the count overwhelms an agent's ability to select appropriately.

    Completeness4/5

    The surface covers many platforms and operations (profiles, posts, comments, search, transcripts, ad libraries), but there are gaps such as missing Twitter search and Twitter follower/following endpoints. For a read-only scraping API, coverage is extensive though not exhaustive.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues