Ground your AI with deterministic mechanical engineering tools. Prevent hallucinations in dynamics, thermal fluids, and solid mechanics via strict validation.
Scored across 3 tools
Each tool addresses a distinct area: state-space analysis, vibration analysis, and PID tuning. No overlap in functionality, making it easy for an agent to select the correct tool.
All tool names follow a consistent verb_noun pattern with snake_case: analyze_state_space, analyze_vibration, tune_pid. The prefix 'analyze' for two tools and 'tune' for the third is appropriate for their actions.
Three tools is appropriate for a focused mechanical engineering calculator covering control and vibration analysis. Each tool provides significant functionality, and the count is neither too sparse nor overly heavy.
For the domain of dynamics and control, the tools cover state-space analysis, vibration analysis, and PID tuning, which are core topics. Minor gaps exist, such as frequency response analysis, but the set is largely complete for basic control system design and vibration assessment.
Analyze an LTI system in state-space form. Evaluates stability, controllability, and observability. Automatically catches ragged matrices and dimension mismatches.
Inputs: A (required), B (required), C (required), D (required). Returns: observability, controllability, system_dimensions, stability_analysis
Analyse a mass-spring-damper system. Returns natural frequency (rad/s and Hz), damping ratio, damped natural frequency, system classification, logarithmic decrement, and engineering flags. All inputs must be in strict SI units.
Inputs: mass (required), stiffness (required), damping_coefficient (required). Returns: f_d, f_n, zeta, omega_d, +5 more
Generate PID tuning parameters using Ziegler-Nichols and Cohen-Coon methods from a FOPDT process model. Returns Kp, Ki, Kd for the selected controller type and method, with reliability flags and method comparison. All inputs must be in strict SI units.
Inputs: dead_time (required), process_gain (required), time_constant (required), method, +1 more. Returns: warnings, cohen_coon, ziegler_nichols, recommended_method, +3 more
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
Add one secure layer between your agents and this server.