https://scoopkit.dev/blog Event clustering internals, AI news API comparisons, and data from Scoopkit's own event database. Mon, 31 Aug 2026 00:28:58 +0000 https://scoopkit.dev/blog/build/anthropic-rss-feed https://scoopkit.dev/blog/build/anthropic-rss-feed No. Anthropic ships no official RSS feed for its news, blog, or research pages. Here's what's actually confirmed, and what people build instead. Fri, 28 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/build/mcp-server https://scoopkit.dev/blog/build/mcp-server Scoopkit now ships an MCP server at api.scoopkit.dev/mcp, free tier included. Here's what it exposes, 2 real bugs we found shipping it, and how to connect. Sun, 30 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/data/model-releases-by-lab https://scoopkit.dev/blog/data/model-releases-by-lab Which labs shipped the most model releases in the last 45 days, counted directly from Scoopkit's own event database. Updated on a recurring basis, not a one-time snapshot. Sun, 30 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/how-it-works/classifier-bug-fix https://scoopkit.dev/blog/how-it-works/classifier-bug-fix We audited 1,000 real events and found 2 real bugs in Scoopkit's classification and clustering pipeline. Here's what broke, how we found it, and how we fixed both. Sun, 30 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/how-it-works/deduplication https://scoopkit.dev/blog/how-it-works/deduplication Scoopkit merges duplicate AI industry headlines into one structured event using a two-threshold clustering pipeline. Here's exactly how it works, with real numbers pulled from the live API. Thu, 27 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/how-it-works/taxonomy https://scoopkit.dev/blog/how-it-works/taxonomy Every Scoopkit event gets typed into 1 of 10 categories and 57 subcategories, with a confidence score attached. Here's the real taxonomy, how classification runs, and what the confidence buckets mean. Thu, 27 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/apitube https://scoopkit.dev/blog/vs/apitube Both Scoopkit and APITube ship an MCP server now. APITube still returns raw articles across every industry; Scoopkit returns deduplicated AI-industry events. Sun, 30 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/best-newsapi-alternatives https://scoopkit.dev/blog/vs/best-newsapi-alternatives A facts-first comparison of NewsAPI.org, NewsCatcher, NewsAPI.ai, APITube, NewsData.io, World News API, Perigon, and Scoopkit, with real pricing checked live. Sun, 30 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/newsapi-ai https://scoopkit.dev/blog/vs/newsapi-ai NewsAPI.ai has the richest event taxonomy of any horizontal news API, 136 event types across every industry. Scoopkit narrows that same idea to AI industry news only. Fri, 28 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/newsapi-org https://scoopkit.dev/blog/vs/newsapi-org NewsAPI.org's free plan can't be used in production. Scoopkit's can. Here's a real, checked comparison for anyone tracking AI industry news specifically. Fri, 28 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/newscatcher https://scoopkit.dev/blog/vs/newscatcher NewsCatcher is a horizontal, credit-based news search API across 140k-plus sources. Scoopkit is a flat-fee, AI-industry-only event API. Here's a real comparison. Fri, 28 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/newsdata-io https://scoopkit.dev/blog/vs/newsdata-io NewsData.io is a generic, credit-based news API with no AI-specific structure. Scoopkit is built only for AI industry news, returning deduplicated events instead of raw articles. Fri, 28 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/perigon https://scoopkit.dev/blog/vs/perigon Perigon clusters news into narratives across every industry, the closest real positioning match to Scoopkit found in research, priced well above it. Here's an honest comparison. Fri, 28 Aug 2026 00:00:00 +0000 https://scoopkit.dev/blog/vs/world-news-api https://scoopkit.dev/blog/vs/world-news-api World News API prices by request speed and concurrency, with no AI-specific structure. Scoopkit is built only for AI industry news, returning deduplicated events. Fri, 28 Aug 2026 00:00:00 +0000