This wraps PhysiCell, a multicellular simulation framework, letting you configure and manage simulation sessions through MCP tools instead of editing XML by hand. It's one of three biology modeling servers in the same package (alongside MaBoSS and NeKo), all sharing a Conda environment. You get tools to create sessions, adjust cell parameters, tissue layouts, and microenvironment settings programmatically. Reach for it when you're running agent-based tumor or tissue simulations and want an LLM to help you iterate on parameter sweeps or experimental designs without context-switching to config files. Ships as mcp-physicell-server via pip or uvx, connects over stdio.
claude mcp add --transport stdio io.github.marcorusc-physicell uvx physicell