ScrapeCreators MCP Server
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TDQS
Scored across 190 tools
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.
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.
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.
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.