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search_tools — Search the NeedAnAI catalogue of 15,000+ AI tools by free text, pricing model, category or task. Returns ranked hits with pricing, status, f

get_tool — Full profile of one tool by slug: description, pricing model and details (with when pricing was last checked), pricing history, pros, cons,

find_alternatives — Alternatives to a tool, ranked by freshness, profile completeness, curation and how many other tools list them as an alternative. Each entry

compare_tools — Side-by-side comparison of 2–5 tools: pricing, summary, categories, tasks, pros, cons, site status, freshness, flags and launch date.

recommend_for_task — Given a job to be done ("create a logo", "transcribe meetings") and an optional budget, returns the best-fitting tools with an explicit rati

list_taxonomy — All category or task slugs with names and live tool counts. Use the slugs as filters for search_tools and recommend_for_task.

search_articles — Search 660+ editorial articles (reviews, comparisons, alternatives round-ups, guides) by keywords and optional category.

get_article — The full markdown body of one article by slug.