MCP-Server-for-CFD
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| generate_airfoil_geometryB | Generate a NACA 4/5-digit airfoil geometry and return a reusable geometry_id. |
| generate_2d_meshA | Generate a 2D mesh from a geometry_id for NeuralFoil or SU2 workflows. |
| run_cfd_solverC | Run NeuralFoil synchronously or submit an SU2 background job from a mesh_id. |
| check_solver_resultsA | Check the current status and coefficients for an existing CFD job. |
| run_airfoil_workflowB | Run geometry, mesh generation, and CFD as one MCP tool call. |
| visualize_cfd_resultsA | Create a visualization artifact for a converged job and return its artifact_id. |
| get_visualization_artifactB | Load a previously generated visualization artifact as an MCP image result. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 7 tools
Each tool maps to a distinct stage of the CFD workflow: geometry, meshing, solver execution, status checking, combined workflow, visualization, and artifact retrieval. The only near-overlap is run_cfd_solver versus run_airfoil_workflow, but their descriptions clearly separate step-by-step execution from end-to-end orchestration.
All tool names follow a consistent verb_noun pattern with snake_case (generate_, run_, check_, visualize_, get_). This uniformity makes the toolset predictable and easy to navigate.
Seven tools is well-scoped for an airfoil CFD pipeline, covering geometry generation, meshing, solver execution, result checking, visualization, and artifact retrieval without redundancy. Each tool earns its place.
The set covers the entire airfoil simulation lifecycle from geometry generation through visualization and artifact access. The inclusion of a combined workflow tool fills a potential gap for users who want a single-call solution. No essential operation appears missing.