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Scored across 49 tools
Most tools have clearly distinct purposes, with detailed cross-referencing that resolves potential confusion (e.g., get_waveform vs export_waveform vs plot_waveform). A few overlaps exist—such as run_sweep/run_montecarlo and the various AC analysis tools—but the descriptions explicitly delineate when each should be used.
All tool names follow a snake_case convention with a mostly verb_noun pattern (run_simulation, list_components, set_component_value). A few names are nouns or adjectives (resonance, operating_point, recent, parameter), but the overall style is consistent and readable.
49 tools is a very large surface for an MCP server, exceeding the 25+ threshold where coherence tends to degrade. While the domain is broad (simulation, analysis, schematic editing, libraries), the sheer number makes navigation and selection harder.
The tool set covers the full LTspice workflow: circuit creation/editing, netlist validation, simulation execution (single, sweep, Monte Carlo), job management, comprehensive signal analysis (time/frequency/AC/noise), and library management. There are no obvious dead ends; every core operation has a corresponding tool.