Скачать или смотреть 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