Alessandro Benigni
@alessandrobenigni
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Published Tools
2 MCP Serversacross 1 categoryalessandrobenigni
The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing. Built-in HTTP server, MCP tool, HuggingFace Hub integration. Drop-in bm25s replacement for RAG & ML pipelines.
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Complete MCP server for ScrapingDog with 77 tools covering every API: web scraping with JS rendering and premium proxies, screenshots, Google Search/Maps/Trends/Scholar/Shopping, Amazon, Walmart, eBay, LinkedIn, YouTube, X, TikTok, Yelp, Zillow and more. Spec-driven, auto-retries, live-verified endpoints. One key, every scraper, all your projects.
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