MCP serverOfficial · Pre-1.0
PyCFX-MCP (Ansys CFX-MCP)by Ansys (Synopsys)
Ansys's own MCP server for CFX: drives CFX-Pre, CFX Solver and CFD-Post sessions through PyCFX with seven compact tools.
LocalCan modify models3· updated 1 day ago
AI integrations for computational fluid dynamics (CFD)
Tresca tracks 4 tools in this field. 4 have at least one listed MCP server or agent skill.
CFD integrations split between open-source solvers, where community servers are plentiful, and commercial codes, where they are scarce. OpenFOAM has the widest choice, from servers that write and run cases to research agents such as Foam-Agent and skills for case setup. Ansys publishes official PyAnsys servers for Fluent and CFX, both pre-1.0, and SU2 has a community server.
Simcenter STAR-CCM+ has only a documentation lookup server and a skill, because its Java macro API runs inside the licensed application. CFD results depend on mesh quality, turbulence modelling and boundary conditions that an agent can set up but can't judge, so check convergence and sensitivity yourself before using any result.
CFD
Official servers in this field
MCP serverOfficial · Pre-1.0
PyFluent-MCPby Ansys (Synopsys)
Ansys's own MCP server for Fluent: launches or attaches to a Fluent session through PyFluent and runs sandboxed Python in it.
LocalCan modify models68· updated 1 day ago
Questions
Is there an MCP server for OpenFOAM?
Several. Community servers write, run and post-process OpenFOAM cases, and research agents such as Foam-Agent automate whole workflows. All are community projects.
Does Ansys Fluent have an official server?
Yes, Ansys publishes PyFluent-MCP and a CFX server through the PyAnsys project, both pre-1.0, and both need a licensed Ansys installation.
Can AI set up STAR-CCM+ runs?
Only indirectly so far. STAR-CCM+ has a documentation lookup server and a skill for writing Java macros; nothing drives a running session yet.