China Industry Intel

find_company targets companies while search_articles and get_article_summary target articles, so resource boundaries are clear. The only mild overlap is between search_articles (returns excerpts) and get_article_summary (returns one article's excerpt), but the ID-based vs keyword-based distinction is spelled out.

All three tools follow a clean snake_case verb_noun pattern: find_company, get_article_summary, search_articles. Verbs differ appropriately (find/get/search) but the convention is uniform and predictable.

Three tools is on the lean side but each maps to a distinct operation (company lookup, keyword search, single-article retrieval) for a deliberately narrow read-only intel snapshot. Nothing feels redundant, though the surface is thin.

The read-only snapshot scope is coherent, but there are notable gaps: find_company returns only names and links (no profile detail), and there is no way to enumerate industries, sources, or browse by date beyond a literal keyword search. Agents hitting a company or article not in the snapshot have no fallback path.