sidpy.proc.mcp_server_beps

MCP server utilities for BEPS loop and SHO fitting.

This module wraps the existing SidpyFitterRefactor workflows in MCP-friendly tools so an LLM client can fit nested-array BEPS loop data and SHO response data without re-implementing the fitting logic.

The MCP runtime is optional. Importing this module does not require mcp, but running the server does.

Functions

SHO_fit_flattened	Flattened complex SHO response used by the SHO fitter tests.
calculate_loop_centroid	Calculate the polygon centroid for one unfolded loop.
create_mcp_server	Create an MCP server exposing the BEPS loop and SHO fitting tools.
fit_beps_loops	Fit BEPS loop data where the last axis contains the loop trace.
fit_sho_response	Fit SHO response data where the last axis contains the frequency sweep.
generate_guess	Generate the initial BEPS loop parameter guess.
loop_fit_function	Nine-parameter loop model used by the BEPS fitter tests.
main	Run the MCP server over the default transport.
sho_guess_fn	Initial guess heuristic for SHO fitting.