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Scored across 21 tools
Most tools target clearly distinct data sources and domains (flights, hotels, tenders, VAT, property sales, etc.), making selection straightforward. However, there is genuine overlap: search_kleinanzeigen is a subset of the markets covered by search_second_hand_europe, and find_new_companies_without_website partially overlaps with search_uk_companies/search_french_companies company lookups.
All 21 tools use snake_case with a consistent leading verb (search_, get_, find_, validate_, detect_), producing a highly predictable verb_noun or verb_noun_qualifier pattern. No mixing of conventions or vague standalone verbs.
21 tools is on the heavy end of the range, but this is a multi-source data aggregation server where each tool maps to a distinct dataset or registry, so each earns its place. It sits slightly above the comfortable 3-15 band but is justified by the breadth of sources covered.
The set covers a wide range of European data domains with an async follow-up tool (get_run_results) to handle long-running runs, avoiding dead ends. Some domains offer only a search entry point without deeper detail/retrieval variants, a minor gap agents can work around.