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openfoam-mcp

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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.4/5.0

    Scored across 25 tools

    Disambiguation4/5

    Most tools target clearly distinct resources or actions (case creation, file I/O, dictionary editing, job control, post-processing). However, some overlap exists: read_file also reads dictionaries alongside get_dict, and job_status, solver_progress, and read_log all partially cover log/monitoring use cases. Descriptions help differentiate, but these boundaries are not perfectly crisp.

    Naming Consistency4/5

    All names use snake_case, and the dominant pattern is verb_noun (e.g., create_case, list_files, read_log). Deviations are mostly conventional noun phrases for info/status tools (foam_info, job_status) and two bare verbs (run, render), which are readable but not perfectly uniform.

    Tool Count3/5

    At 25 tools, the surface feels heavy for the domain, sitting at the upper end of the rubric's borderline range. While most tools are individually justified for a complex CFD workflow, some consolidation (e.g., monitoring/log tools, file/dict operations) could reduce the count without losing capability.

    Completeness4/5

    The surface covers the main OpenFOAM lifecycle: case setup, file/dictionary editing, running solvers, monitoring, mesh checking, post-processing, and rendering. Minor gaps exist, such as file-level delete/move/rename operations and dedicated mesh-generation tools (though run can invoke them), but these are workable for an agent.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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