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openfoam-mcp

by kimlnw
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    • openfoam-mcp

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      Turns an AI assistant into an OpenFOAM setup and debugging co-pilot, enabling case scaffolding, dictionary edits, mesh sizing, turbulence calculations, and solver log analysis through natural language.
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    • Foam-Agent

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    • vCFD

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    • Mechanical MCP Server

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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

    A3.8/5.0

    Scored across 20 tools

    Disambiguation5/5

    Each tool serves a distinct purpose: analysis (residuals, mesh quality), setup (scaffolding, blockMesh), physical calculations (y+, pressure drop), config editing (dict, boundary conditions), and execution. The inverse pair first_cell_height/y_plus_from_height are clearly complementary, not overlapping. No two tools could be easily confused.

    Naming Consistency5/5

    All tool names follow a consistent snake_case convention with a verb_noun pattern (analyze_residuals, scaffold_case, run_openfoam_command) or descriptive noun phrases (pipe_pressure_drop, heat_transfer_pipe). No mixing of camelCase or inconsistent verb styles, making the set predictable.

    Tool Count4/5

    20 tools is on the higher end but well-scoped for a CFD setup and analysis server. The count is justified by covering the full workflow: planning, mesh generation, case configuration, execution utilities, and diagnostics. Slightly above the 15-tool sweet spot but not excessive.

    Completeness4/5

    The tools cover the complete lifecycle from recommended setup through mesh generation, case validation, boundary condition editing, running whitelisted utilities, and analyzing both residuals and mesh quality. Minor gaps: no direct solver execution (by design) and no post-processing tools, but core workflows are fully supported.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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