Social Analytics MCP Server
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TDQS
Scored across 19 tools
Most tools are clearly distinct by platform and resource type, but a few pairs like facebook_list_posts_with_insights and facebook_get_page_feed could be confused since both list posts with engagement data. Descriptions help differentiate by emphasizing inline insights vs. full post details.
Tools follow a consistent platform_verb_noun pattern using snake_case, with 'list' for collections and 'get' for individual items. Minor deviations like 'list_posts_with_insights' and 'validate_token' break the simple pattern but remain readable and predictable.
With 19 tools covering two distinct platforms (Instagram and Facebook) and multiple analytics levels, the count is slightly heavy but justifiable. Each tool serves a specific purpose, and the two-platform scope naturally expands the surface area.
The server covers the core analytics lifecycle: account/page discovery, profile details, insights at account/page/post/media levels, media/posts listing, stories, hashtags, publishing limits, and token validation. Minor gaps exist, such as no dedicated Facebook post detail-by-ID tool, but list endpoints provide the necessary IDs.