sc-mcphub is a community dedicated to developing and maintaining natural language interfaces for single-cell omics data analysis using MCP. Our platform's vision is to empower every researcher to perform single-cell data analysis through natural language interactions, making advanced computational biology accessible to all scientists regardless of their programming expertise.