The LaminateAnalyzerMCP server performs deterministic structural analysis of laminated composites, offering 21 tools for design, validation, and evaluation. Capabilities include:

• Comprehensive analysis (analyze_laminate): single-call input validation, ABD stiffness, neutral axis, and evaluation metrics.

• Input validation (validate_laminate_input): detailed error checking with self-correction suggestions, no calculations.

• ABD stiffness matrix (compute_abd_matrix): full A/B/D matrices with normalized forms in SI and SI_mm units.

• Neutral axis (compute_neutral_axis): CLT-weighted or beam-equivalent, reported relative to midplane, bottom, and non-dimensional ζ.

• Laminate evaluation (evaluate_laminate): coupling, anisotropy, quasi-isotropy, neutral axis offset, condition number, pass/fail criteria.

• Load response (solve_load_response): mid-plane strains, curvatures, and effective engineering constants under unit-width loads.

• Sensitivity analysis (run_sensitivity_analysis): manufacturing robustness by perturbing ply angle, thickness, and modulus.

• Batch evaluation (batch_evaluate_laminates): up to 32 designs at once, returning key metrics for design exploration.

• Design reports (generate_design_report): human-readable Markdown and LLM-friendly summaries in Korean or English.

• Reference cases (get_reference_cases): built-in benchmarks for few-shot learning and self-validation.

• Server information (get_server_info): version, units, limits, tool/error code listings.

Advanced analyses include:

• Thermal response (compute_thermal_response): effective CTE, thermal curvature, PCB warpage.

• Layer homogenization (homogenize_layer): copper fraction homogenization.

• Crack shielding (assess_crack_shielding): crack threshold, shielding effectiveness, viscoelastic relaxation.

• Ply stress recovery (recover_ply_stresses): layer-by-layer stresses with Tsai-Wu failure criterion.

• Design rule checks (check_design_rules): stacking convention validation.

• Buckling (compute_buckling): buckling loads and modes.

• Natural frequencies (compute_natural_frequencies): damped frequencies including transverse shear flexibility.

• Progressive failure (run_progressive_failure): ultimate load via progressive ply failure.

• Interlaminar stresses (compute_interlaminar_stresses): delamination risk assessment.

• Fatigue life (estimate_fatigue_life): cyclic loading life prediction.

1. Click on "Install Server".

2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.

3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@LaminateAnalyzerMCP analyze a [0/90/0] carbon/epoxy laminate"

That's it! The server will respond to your query, and you can continue using it as needed.

Here is a step-by-step guide with screenshots.