TrendRadar
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TDQS
Scored across 17 tools
Most tools have distinct purposes, but search_news, find_similar_news, and search_related_news_history overlap significantly as they all return related/similar news with subtle differences. Additionally, get_trending_topics is misnamed and could be confused with analyze_topic_trend.
All tools use snake_case with a consistent verb_noun pattern (get_, analyze_, search_, etc.), which is predictable. Minor issues: get_trending_topics is misleading and resolve_date_range doesn't follow the same resource-oriented naming as other get/analyze tools.
At 17 tools, the server is slightly over the sweet spot but still well-scoped for a comprehensive news trend analysis platform. Each tool has a distinct role in the workflow, from crawling and sync to analysis and reporting.
The tool set covers the full news analysis lifecycle: data acquisition (trigger_crawl, sync_from_remote), retrieval (get_latest_news, get_news_by_date), search (search_news, find_similar_news), analysis (analyze_sentiment, analyze_topic_trend), and reporting (generate_summary_report). Missing config modification tools, but that may be outside scope.