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materials-studio-mcp-moc

by christopher2lllp3t-cell
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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

    C2.6/5.0

    Scored across 53 tools

    Disambiguation2/5

    Many tools have overlapping purposes, such as multiple preflight/check/validate tools (md_structure_preflight, ms_castep_fixed_profile_preflight, ms_castep_preflight_checked, md_msi2lmp_preflight) and several prepare/build tools. The distinction between 'preflight', 'checked', and 'readiness' tools is not clear from names, causing potential misselection.

    Naming Consistency2/5

    Tool names mix conventions: some use verb_noun (md_task_submit), others use noun_noun (ms_castep_gateway_readiness), and prefixes vary between ms_, md_, and combinations. Verbs like get, check, assess, plan, prepare, and run are used inconsistently, making the naming pattern unpredictable.

    Tool Count2/5

    With 53 tools, the server is over 25, which is excessive for most MCP servers. While the domain is complex, many tools are highly specialized and could be consolidated (e.g., multiple preflight and checked variants), making the surface feel bloated.

    Completeness4/5

    The tool set covers the core lifecycle of Materials Studio workflows, including project initialization, structure preparation, conversion, validation, task management, and quality gates. Minor gaps exist, such as no generic list projects or delete artifact tools, but agents can work around these via existing project_get and register_artifact.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources