finance MCP Server
OASiS — an open-source multi-physics and multi-code framework for verified computer simulations. Model Context Protocol (MCP) server connecting AI coding agents to 8 finite element solvers (FEniCSx, deal.II, 4C, NGSolve, scikit-fem, Kratos, DUNE-fem, FEBio) with cross-backend collation knowledge.
Discovered via github-topic:mcp-server and last synced 3mo ago.
Install instructions not detected yet
Check the source repository for the latest setup steps.
deal.II source
FEniCSx source
NGSolve source
4C binary path
Value
Kratos source
Physics knowledge, pitfalls, materials, coupling docs, cross-backend collation
Review session patterns, contribute knowledge back
**400+ passing**
DUNE-fem source
List solvers, check availability, capabilities matrix
Hot-reload backend catalogs without restarting the MCP server
`Simulate a 3D cantilever beam subjected to a sudden tip load using Kratos Multiphysics. Track the tip displacement over time and compare the oscillation frequency against the analytical first natural frequency.`
Purpose
scikit-fem source
Real test files and templates from solver test suites
Solver Chosen
PASS
4C source tree
FEBio binary
Cross-solver domain decomposition (20 solver pair combinations)
`Solve the lid-driven cavity problem at Re=400 using FEniCS and visualize the vortex structure in ParaView.`
`Solve the Poisson equation with a known analytical solution on a 3D unit cube using NGSolve. Run an h-convergence study with 4 mesh refinement levels and verify optimal L2 convergence rate for P1 and P2 elements.`
`Solve the heat equation on a unit square with T=1 on the left, T=0 on the right, and zero-flux top/bottom. Pick the best solver and verify against the analytical solution.`
Purpose
Extract and transfer fields between solver outputs
PASS (all 6 modes match to <10⁻⁶ relative error)
### Advanced (7/7 pass)
`Simulate two elastic blocks being pressed together with contact. Use whichever solver is most appropriate.`
Knowledge + examples + template in ONE call
Gmsh mesh generation (L-domain, plate with hole, channel)
PASS
Generate input + run compiled solvers (4C, deal.II, Kratos)
Field statistics, plots, automated validation
`Simulate a cantilever beam with Neo-Hookean hyperelastic material under large deformation using deal.II. Apply 30% compression.`
`Simulate crack propagation in a double-cantilever beam using 4C peridynamics and compare the energy release rate against LEFM predictions.`
`Set up a simple fluid-structure interaction problem in Kratos using the CoSimulation application: flow in a channel with a flexible wall segment. Monitor the wall deflection.`
Source architecture, file browsing, extension points
`Simulate fluid-structure interaction of a flexible flag behind a cylinder in 4C.`
PASS
`Solve Stokes flow in a backward-facing step on FEniCS, NGSolve, and scikit-fem. Compare the reattachment length.`
`Set up a fluid-beam interaction problem in 4C: flow around a slender elastic beam. Monitor the beam tip displacement over time.`
AI Tool
`Solve heat conduction on an L-domain with FEniCS, transfer the temperature field to NGSolve, and solve thermoelasticity there. Show the thermal stress distribution.`
`Simulate gravity-driven packing of 500 spherical particles into a cylindrical container using Kratos DEM. Measure the final packing fraction and compare against the random close packing limit (~0.64).`
Execute Python-based solvers (FEniCS, NGSolve, scikit-fem, DUNE)
`Generate a 3D thick-walled cylinder mesh with Gmsh, then solve internal pressure loading with Neo-Hookean material in FEniCS. Compare the radial displacement against the analytical Lamé solution at small strain.`
`Run a poroelasticity consolidation problem in 4C (Terzaghi's problem) and verify against the analytical solution.`
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