MCP workflows and executable engineering guidance for Radia: build123d, Gmsh post-processing, NGSolve, mixed-omega, PEEC, induction heating, optimization and research publications. Cubit MCP is distributed separately in cubit-mesh-export.
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# radia-mcp Cubit MCP is independently distributed with `cubit-mesh-export`, under `cubit_mesh_export.mcp`; it is no longer included here. Install the exporter and launch `mcp-server-cubit` for Cubit-only work. Each distribution contains its own required runtime support. Radia's optional topology/CAD workflows may call the Cubit package; Cubit itself requires neither Radia package. The former `cae-mcp-core` foundation is retired: it is not a dependency or shared runtime. radia-mcp owns `radia_mcp.common`/`radia_mcp._shared`, while cubit-mesh-export owns its independent runtime support. Optimization now has a [solver-neutral and electromagnetic two-layer boundary](docs/design/optimization_layers.md), composed through the existing `radia-design` profile. For fewer client processes, use the [capability packs](docs/design/capability_packs.md). They combine related domains with startup-selected profiles while preserving old commands. `paper-writing` now includes grant and poster tools as well as slides and figures; genre-specific scoring remains separate. For standard client settings, safe editable updates and behavioral acceptance, see the [maintenance procedure](docs/maintenance.md) and [known-issue ledger](docs/maintenance-known-issues.md). [](https://pypi.org/project/radia-mcp/) [](https://pypi.org/project/radia-mcp/) [](LICENSE) > **First-and-only public Model Context Protocol (MCP) server suite for > Gmsh, build123d, and the Radia CAE ecosystem, with independent Cubit integration — > including differential geometry and Mathematica integration.** > Pioneering MCP territory for mesh generators worldwide. **Killer demo (30 seconds)**: ask Claude to derive the Kelvin transform factor by hand — it gets stuck on a 3×3 Jacobian + 27-term Laplacian. Then ask it to us…
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