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Alternatives to heps-saxs-mcp

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables natural-language exploration, processing, conversion, and plotting of ARPES data in a live Jupyter notebook, with every analysis visible and consent-gated saving.
      1
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to discover, configure, measure, and operate simulated lab instruments (microscope, oscilloscope, robot arm, liquid handler and reader) through a single tool layer. Requests are validated before dispatch, confirmed against the instrument's own readback, and qualified with units, age, calibration, uncertainty, and quality flags, so mismatches, stale data, and partial effects are reported instead of silently retried.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to control RELION 5.x cryo-EM structure determination software through natural language, providing 23 tools for the complete single-particle analysis pipeline.
      5
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to analyze the polarized SLD e+e- collision dataset through agent-callable tools for data inspection, hadronic event selection, leptonic asymmetry measurements, and electroweak physics plotting (A_LR extraction, event shapes, weak-mixing angles).
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides AI assistants with natural language access to IMAS data structures and enables remote facility exploration through SSH.
      8
      Creative Commons Attribution No Derivatives 4.0 International