AI-Assisted Single-Cell Data Analysis Using MCP and Scanpy 🧬🤖 скачать в хорошем качестве

AI-Assisted Single-Cell Data Analysis Using MCP and Scanpy 🧬🤖

🧬 In this video, we explore a real bioinformatics use case: AI-assisted single-cell data analysis using Model Context Protocol (MCP) and Scanpy. We build and use a custom MCP server that exposes Scanpy-based analysis tools, enabling an AI assistant to perform and guide single-cell quality control and data exploration 🤖📊. 🔹 Topics covered in this video: 🧪 Overview of single-cell data analysis 🧬 Using Scanpy as the analysis backend 🛠️ Building an MCP server for single-cell workflows 📊 Exposing single-cell QC and analysis steps as MCP tools 🤖 Running analysis via an AI assistant 🔍 Interpreting single-cell QC metrics with AI support 💡 How MCP enables reusable single-cell analysis workflows This video demonstrates how MCP can be applied to *complex, real-world bioinformatics analyses* such as single-cell RNA-seq 🚀. 📌 GitHub repository (code & tutorials): 👉 https://github.com/prpanigrahi/single... This video is part of the playlist: 🎥 Model Context Protocol (MCP) for Bioinformatics