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Scored across 18 tools
Most tools target a distinct source-action combination (e.g. insee_get_data vs eurostat_get_ranking), and the fact-checking utilities are clearly separated. Some overlap exists between resolve_indicator and source-specific search functions, and between compare_values and analyze_cherry_picking, but the descriptions are sufficient to disambiguate.
The dominant naming pattern is source_verb_noun (insee_search_indicators, worldbank_get_data), and generic tools use verb_noun as well. Minor deviations like eurostat_get_ranking vs worldbank_get_country_ranking and lookup_existing_factchecks instead of search_... prevent a perfect score.
18 tools is slightly above the typical 5-15 sweet spot, but the count is justified by four external data providers and the fact-checking workflow endpoints. Each provider needs search/get/ranking tools, so the set does not feel bloated.
The toolkit covers the core fact-checking pipeline: check-worthiness scoring, existing lookup, indicator resolution, data retrieval, value comparison, and cherry-picking detection. Minor gaps include lack of OECD ranking/metadata tools and no way to save or publish fact-checks.