Bases: BaseMCPServer
MCP Server for Vertex-CFD application.
Source code in src/mada_tools/simulation/vertex_cfd/server.py
| class VertexCFDServer(BaseMCPServer):
"""MCP Server for Vertex-CFD application."""
def __init__(self):
super().__init__("Vertex-CFD Application", "Vertex-CFD application tools")
self.vertex_cfd_helper = VertexCFDHelper()
def _register_tools(self):
"""Register MCP tools for Vertex-CFD operations."""
@self.mcp.tool()
def generate_parameter_runs(
num_samples: int,
parameter_names: List[str],
lower_bounds: List[float],
upper_bounds: List[float],
output_dir: str,
input_deck_location: str | None = None,
mesh_file_location: str | None = None,
) -> str:
"""
Generate parameter runs for a Vertex-CFD parameter sweep study.
Creates a structured directory with parameter files for each run,
ready for job submission to a scheduler like Flux.
Args:
num_samples: Number of parameter sets to generate
parameter_names: List of parameter names (e.g. ["vinit", "porosity"])
lower_bounds: Lower bounds for each parameter dimension
upper_bounds: Upper bounds for each parameter dimension
output_dir: Directory where run folders will be created
input_deck_location: Location of input deck; defaults to None
mesh_file_location: Location of mesh file; defaults to None
Returns:
str: JSON string with run information for job submission
"""
return self.run_tool(
self.vertex_cfd_helper.generate_parameter_runs,
num_samples,
parameter_names,
lower_bounds,
upper_bounds,
output_dir,
input_deck_location,
mesh_file_location,
)
@self.mcp.tool()
def post_process_runs(
output_dir: str,
) -> str:
"""
Post process parameter runs for a Vertex-CFD parameter sweep study.
Looks through structured directory with parameter files for each run
and post proccesses them.
Args:
output_dir: Directory where run folders were created
Returns:
str: Success string
"""
return self.run_tool(self.vertex_cfd_helper.post_process_runs, output_dir)
@self.mcp.tool()
def in_situ_viz() -> dict:
"""
Create In Situ Visualization for GUI Chat Interface.
Looks through run00 and creates pngs that get fed into gradio.
Returns:
str: Success string
"""
return self.run_tool(self.vertex_cfd_helper.in_situ_viz)
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