LinkedIn Ads Library MCP Server
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TDQS
Scored across 7 tools
Each tool targets a distinct resource and action: live ad search, ad details, image analysis, video analysis, and cache management operations. There is no meaningful overlap between searching LinkedIn ads and searching cached media, and the analysis tools are cleanly separated by media type.
All tool names follow a consistent verb_noun snake_case pattern (e.g., search_linkedin_ads, analyze_ad_image, cleanup_media_cache). Verbs are descriptive and specific, with no mixing of conventions or vague names.
With 7 tools, the server is well-scoped for its purpose: searching and analyzing LinkedIn ads plus managing the media cache. Each tool serves a distinct function without redundancy or bloat.
The tool surface covers the full workflow: searching ads, retrieving detailed targeting/creative info, analyzing images and videos, and managing the cache that stores analyzed media. No obvious gaps or dead ends exist; cache stats and cleanup ensure lifecycle coverage.