Tresca tracks 16 tools in this field. 11 have at least one listed MCP server or agent skill.
Finite element and CAE tools have many community integrations but few official ones. Ansys is the exception: its PyAnsys project publishes MCP servers for Mechanical and MAPDL, still pre-1.0. Abaqus has the most community activity, including a large set of Abaqus skills in the CAE Agent Hub, and COMSOL, CalculiX, HyperMesh, Adams, Gmsh and ParaView each have at least one server.
Coverage of the big aerospace pre- and post-processors is thin. Nastran has only a file-level server that reads and writes bulk data and results without running the solver, and Patran, Femap and Simcenter 3D have nothing listed yet, although each has a scripting interface. Most CAE servers run scripts inside a licensed installation, so check whether a listing builds models, runs solves or only reads results before you rely on it.
Ansys's own MCP server for Mechanical: launches or attaches to a session over gRPC, runs scripts, solves and exports results.
Ansys's own MCP server for Mechanical APDL: runs APDL commands and PyMAPDL code in a live MAPDL session and plots results.
Yes. The PyAnsys project publishes MCP servers for Ansys Mechanical and MAPDL, still pre-1.0, with separate servers for Fluent, CFX and Electronics Desktop.
Several community servers run Abaqus/CAE Python scripts, and the CAE Agent Hub adds a large set of Abaqus skills. You need a licensed Abaqus installation on the same machine.
Nastran has only a server that reads and writes bulk data and results files without running the solver. Patran, Femap and Simcenter 3D have nothing listed yet, though each has a scripting interface.