COMSOL MCP Server
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TDQS
Scored across 93 tools
The server has clear high-level groups, but many tools overlap heavily: generic physics_add coexists with specific adders for laminar flow, heat transfer, acoustics, etc., and generic boundary tools coexist with multiple specialized boundary setup tools. Descriptions help distinguish some cases, but an agent can still easily misselect between generic and specialized tools for the same task.
Most tools follow a predictable domain_action or domain_object_action pattern, such as model_save, geometry_add_block, physics_configure_boundary, and study_solve_async. A few names like troubleshoot and modeling_best_practices break the convention, but the overall pattern is readable and mostly consistent.
With 93 tools, this is far beyond a well-scoped MCP surface and includes many redundant generic/specialized wrappers. The count is extreme even for a complex domain, making the toolset unwieldy for an agent to navigate.
Coverage is broad: session management, model lifecycle, parameters, geometry, physics, multiphysics, mesh, studies, solutions, datasets, results, exports, docs, and troubleshooting are all represented. Minor gaps remain, such as richer mesh feature customization and results plot creation/management, but core workflows are covered.