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designsafe-mcp

by kks32
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Python
Remote

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    Deploy Server
    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

    B3.3/5.0

    Scored across 27 tools

    Disambiguation5/5

    Each tool targets a distinct resource or workflow step, from planning and search to job submission and provenance. The three search tools are clearly differentiated by corpus, and the planning tools are separated by domain.

    Naming Consistency4/5

    Most tools follow a verb_noun pattern (search_snippets, build_job_request, list_queues), but a few are noun-style (supported_capabilities, calibration_options, opensees_matrix) and 'job_status' uses noun_noun. This is mostly consistent but not uniform.

    Tool Count2/5

    At 27 tools, the server is over the 25 threshold for 'too many'. While each tool has a distinct role, the number feels heavy for an agent to navigate, and several could be consolidated (e.g., listing tools).

    Completeness4/5

    The server covers the full lifecycle from planning through provenance, including search, calibration, and job management. However, it lacks a cancel/stop job tool, which is a common operation in HPC workflows.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources