TrendRadar
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TDQS
Scored across 27 tools
Several tools have blurred boundaries: get_latest_news, get_news_by_date, and search_news all fetch news with overlapping date semantics, and analyze_topic_trend, analyze_sentiment, and analyze_data_insights all offer trend-like analysis modes. Multiple status tools (get_system_status, get_storage_status, get_rss_feeds_status) and the read_article/read_articles_batch pair add further ambiguity, though the detailed descriptions help an agent most of the time.
The naming mostly follows a clean verb_noun snake_case pattern: get_latest_news, search_news, trigger_crawl, send_notification, resolve_date_range. Minor deviations exist, such as get_latest_news vs get_news_by_date and the compound names get_rss_feeds_status vs get_channel_format_guide, but no chaotic mixing of conventions.
At 27 tools, the set exceeds the 25-tool threshold where count becomes a burden. While the server does span crawling, storage, RSS, analysis, article reading, and notification, many tools could be consolidated, such as merging the batch/single article readers and folding status checks into fewer tools.
The surface covers the full news-monitoring lifecycle well: ingest (trigger_crawl, sync_from_remote), retrieve (search_news, get_latest_rss, get_news_by_date), analyze (analyze_topic_trend, compare_periods, analyze_sentiment), read (read_articles_batch), and notify (send_notification). Minor gaps exist, such as no explicit tool for listing available platforms and no update/delete management for stored data, but agents can work around these.