Kratos MCP ServerFinite element simulations for AI assistants

Scaffold, run and post-process Kratos Multiphysics simulations through the Model Context Protocol — 33 tools, guided workflows, managed jobs.

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Tool reference

Cantilever tutorial

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Deep introspection

List applications, elements, conditions, constitutive laws, variables and solver default parameters straight from your Kratos build and its source tree.

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Case scaffolding

Templates for structural (static, dynamic, modal), thermal and fluid analyses. Structured mesh generation with named boundary regions, boundary conditions and loads as one-call edits.

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Managed simulation jobs

Simulations run as detached background jobs with status, live logs, progress parsing and cancellation. Jobs survive server restarts, and a solver crash can never take the server down.

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Post-processing built in

Discover result files, summarise VTK fields, probe values at points, and analyse nonlinear convergence from the solver logs.

🖼️

Inline result previews

Render results to PNG screenshots and GIF animations with pyvista — deformed shapes, field contours — shown directly in the conversation, no ParaView needed (optional viz extra).

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Crash-proof architecture

Kratos never runs inside the server process. Every Kratos operation is isolated in a subprocess with the right environment injected.

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Validation before you run

Dry-run case validation cross-checks parameters, mesh submodelparts, materials and solver settings against Kratos defaults — catching mistakes before the time loop starts.