TechSnif

• get_top_stories — Get tech story clusters from across the web. Each story aggregates coverage from multiple outlets (TechCrunch, The Verge, NYT, TechSnif, etc.) and includes link
• get_story — Get full details of a story cluster by slug, including all coverage links from every outlet (TechCrunch, NYT, TechSnif, etc.), direct URLs to social discussion
• search_stories — Full-text search over story cluster headlines and excerpts, ranked by relevance. Returns matching story clusters with coverage links, discussion link counts, an
• get_tech_events — Get upcoming tech industry events (conferences, summits, expos) with dates, locations, and URLs.
• get_articles — List TechSnif editorial articles (original coverage written by TechSnif). Filter by category (AI, Startups, Venture, Robotics) or tag, and paginate with offset.
• get_article — Get a full TechSnif editorial article by slug, including the complete body text.
• search_articles — Full-text search over TechSnif editorial article titles and excerpts, ranked by relevance. Returns article summaries with category, tags, and publish dates. Use
• get_trending_articles — Get trending TechSnif editorial articles from the last 48 hours, ranked by coverage heat and recency. Use get_article for the full body text.
• get_story_timeline — Get the ranking history of a story cluster by slug: a time series of snapshots with rank, headline tier, commentary count, and coverage count at each point. Use
• get_changes — Get story cluster changes since a timestamp: newly appeared clusters and updates to existing ones, each with a change type, a change time, and a story summary.
• get_trending_stories — Get story clusters gaining momentum right now, ranked by velocity: how quickly coverage and discussion grew within a recent window. Each story includes its velo
• get_leaderboard — Get TechSnif source or author leaderboards: which publications and journalists drive the most tech story coverage. Rank by story count over a 7-day, 30-day, or

No long description beyond the summary.