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Scored across 18 tools
Most tools target clearly distinct stages of web research: search, fetch, crawl, extract, export, and monitoring. A few adjacent tools exist (fetch_page vs batch_fetch vs crawl; map_site vs sitemap vs extract_links; extract vs table_extract), but their descriptions explicitly clarify WHEN and NOT WHEN to use each.
All tool names use consistent snake_case English, with no camelCase or mixed conventions. The set is mostly verb_noun or noun_noun, though a few single nouns/verbs (rss, sitemap, stats, ping, crawl, export) are minor deviations from a strict verb_noun pattern.
18 tools is slightly above the ideal 3-15 range, but most earn their place by covering distinct research/scraping workflows. The set does not feel severely bloated, though a few specialized tools could arguably be consolidated.
Core research, fetching, crawling, extraction, document reading, and monitoring are well covered. However, several descriptions reference missing tools such as session_start, session_download, and snapshot, creating dead ends for interactive browsing, downloads, and selector discovery workflows.