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@svd-ai-lab

SVD AI Lab

Automate R&D
README.md

svd-ai-lab

We are a team of scientists and engineers connecting AI agents to software and hardware to automate engineering R&D.

Projects

  • sim-cli — a CLI runtime that lets LLM agents launch, drive, and observe CAD/CAE simulators (Fluent, COMSOL, MATLAB, and more) through one protocol.
  • sim-skills — agent playbooks that teach LLMs how to drive every engineering tool, paired with the sim-cli runtime.

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  1. heatpump-mcp-server heatpump-mcp-server Public archive

    Open-source MCP server for heat pump sizing, cost estimation, and performance analysis tools for Claude

    Python 3 1

  2. simdoc-mcp simdoc-mcp Public

    MCP server for scientific simulation documentation (PyBaMM, Cantera, and more)

    Python 1

  3. sim-cli sim-cli Public

    sim — a CLI runtime that lets LLM agents launch, drive, and observe CAD/CAE simulators through one protocol

    Python 27 3

  4. sim-skills sim-skills Public

    sim-skills — agent playbooks that teach LLMs how to drive every engineering tool, paired with the sim-cli runtime

    KFramework 10 2

Repositories

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