Scanpy MCP server

What is Scanpy MCP?

Scanpy MCP is a server designed for single-cell RNA sequencing (scRNA-Seq) analysis using natural language, built on the Scanpy framework.

How to use Scanpy MCP?

To use Scanpy MCP, install it via PyPI with the command pip install scanpy-mcp, and integrate it into AI clients or agent frameworks that support the MCP protocol.

Key features of Scanpy MCP?

• Natural language processing for reading and writing scRNA-Seq data.
• Comprehensive preprocessing capabilities including filtering, quality control, and normalization.
• Advanced tools for clustering, differential expression, and trajectory inference.
• Visualization options such as violin plots, heatmaps, and dot plots.

Use cases of Scanpy MCP?

1. Performing scRNA-Seq analysis using simple natural language commands.
2. Enabling developers to integrate scRNA-Seq functionalities into their applications.
3. Facilitating educational demonstrations of scRNA-Seq analysis in AI environments.

FAQ from Scanpy MCP?

• Can Scanpy MCP handle all types of scRNA-Seq data?

Yes, it is designed to work with various scRNA-Seq datasets and provides flexible analysis options.

• Is there a demo available for Scanpy MCP?

Yes, a demo showcasing scRNA-Seq cell cluster analysis is available in the documentation.

• How can I install Scanpy MCP?

You can install it using pip install scanpy-mcp or run it in a Docker container.