scmcp
If you are the rightful owner of scmcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
SCMCP is an MCP server designed for scRNA-Seq analysis using natural language, enabling seamless integration with AI clients and agent frameworks.
SCMCP (Single-Cell Model Context Protocol) is a server that facilitates single-cell RNA sequencing (scRNA-Seq) analysis through natural language processing. It is designed to integrate with AI clients, plugins, and agent frameworks that support the Model Context Protocol (MCP). SCMCP offers a comprehensive suite of tools for reading, writing, and preprocessing scRNA-Seq data, as well as advanced analysis features such as clustering, differential expression, and cell-cell communication analysis. The server also supports visualization techniques like violin plots, heatmaps, and dot plots. SCMCP is particularly useful for researchers and developers who want to leverage the power of natural language to perform complex scRNA-Seq analyses without delving into intricate coding. By providing a backend server for popular tools like Scanpy, Liana, and CellRank, SCMCP ensures efficient data handling and analysis, making it an invaluable resource for the scientific community.
Features
- Natural language interface for scRNA-Seq analysis
- Comprehensive preprocessing and analysis tools
- Integration with AI clients and agent frameworks
- Advanced visualization capabilities
- Support for cell-cell communication and pseudotime analysis