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Scored across 22 tools
Every tool has a clearly distinct purpose, reinforced by consistent prefixes (crumb_, logisim_, electronics_) and explicit descriptions. Even closely related tools like crumb_validate_design (structural XML checks) and crumb_check_design (netlist linting) are unambiguously separated. Higher-level analysis tools (inspect vs analyze) are differentiated by summary vs paginated detail.
The naming is mostly consistent with a predictable pattern: prefixes for simulators, and parallel names for shared operations (list_projects, analyze_design, export_netlist). Minor deviations exist, such as noun-phrase names (crumb_bom, crumb_ic_reference, electronics_capabilities) versus verb-first names, but the overall structure remains readable and coherent.
At 22 tools, this exceeds the typical 3-15 range, but the count is justified by covering two distinct simulators (CRUMB and Logisim) plus a generic electronics validation layer. Each tool serves a unique function, and the number feels appropriate for the breadth of the domain.
The tool set provides comprehensive coverage for circuit analysis and validation: project discovery, design analysis, validation, netlist export, tracing, BOM generation, IC lookup, and simulation/test execution. Minor gaps exist, such as lack of design creation/editing tools, but these appear outside the server's stated analytical purpose.