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Scored across 7 tools
Each tool has a distinct input/output contract: search returns ranked results, search_and_fetch adds fetched content, search_and_summarize adds an LLM synthesis, fetch_url takes a URL, crawl_site produces a site manifest, and clear_cache/domain_stats handle maintenance and diagnostics. Despite the shared 'search' prefix, the action suffix and descriptions make selection unambiguous.
Most names follow a clear snake_case verb-led pattern (search, search_and_fetch, fetch_url, search_and_summarize, crawl_site, clear_cache). domain_stats breaks the pattern by dropping the leading verb and reading as a noun phrase, though it remains readable and clearly related to the others.
Seven tools is a well-scoped size for a web-research server: core retrieval, augmentation, synthesis, crawling, cache management, and introspection are each represented without redundancy. The count feels intentional rather than padded or sparse.
The surface covers the full research lifecycle: search, fetch, crawl, summarize, cache invalidation, and capability statistics. There are no dead ends—crawl_site explicitly points to fetch_url for full content, and search_and_summarize has a fallback if the LLM is unavailable.