 Case Study: How ASI Biont Helps Analyze Bioinformatics Data Faster When we launched ASI Biont, one of the key goals was to make the analysis of complex biological data accessible without manual digging through databases. And here's what we achieved. Take MCP servers—a technology that is becoming the standard in 2025-2026 for connecting LLMs to external systems. In October 2025, HSE already implemented an MCP server for market data, and Yandex Cloud published a case study on integrating neural networks via MCP. Bioinformatics is the next logical field. Here's how the combination works: the MCP server connects to external genomic databases (NCBI, UniProt, PDB), and ASI Biont analyzes this data in seconds—protein structures, gene sequences, mutations. A typical bioinformatician spends hours searching and cross-referencing data. ASI Biont does the same thing, but many times faster, because there's no need to switch between a dozen interfaces. Three trends we are tracking right now: - MCP as an integration standard—LLMs are no longer isolated; they connect to any data source via a unified protocol. For bioinformatics, this means genome analysis can be not a day-long routine task, but a 30-second question. - Educational programs for the MCP ecosystem—platforms like Skillsmart and Sk Technologies are already training developers who can integrate AI with external tools. The more such specialists, the faster the technology penetrates science. - Automation of routine database queries—instead of manually browsing websites and copying data, a researcher simply formulates a query in natural language, and ASI Biont finds the needed information, analyzes it, and returns a structured response. What does this mean in practice? A biotech startup analyzing mutations in cancer tumors can reduce data preprocessing time from 4 hours to 15 minutes. A scientific laboratory studying protein interactions receives ready-made reports without writing scripts. ASI Biont analyzes published data in seconds—and delivers results in an understandable form. Not magic, just the right architecture.