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Related Servers

• Auto-Manager MCP

  Maxpeng59

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables natural language analysis of mechanical test data files (CSV, TDMS, MDF) by providing tools for channel statistics, spectrum analysis, rainflow fatigue counting, thermal state detection, and report generation.

  Updated 3 months ago (2026-07-10 11:51 UTC)

  MIT

• abaqus-mcp

  rutwikg

  A

  license

  A

  quality

  A

  maintenance

  Enables natural-language control of Abaqus/Standard FEA simulations, allowing users to build models, run jobs headlessly, and automatically diagnose and fix solver failures by reading output files and retrying.

  Updated 16 days ago (2026-09-18 08:59 UTC)

  22

  49 PyPI

  2

  AGPL 3.0

• mcp-fea

  benchwire

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables real finite element analysis from natural language: accepts STEP geometry and plain-English questions, validates setups deterministically, meshes and solves with CalculiX on Modal, and returns engineering verdicts (stress, safety factor, deflection, modal frequencies) with rendered plots and an interactive 3D viewer.

  Updated 2 months ago (2026-07-31 19:05 UTC)

  2

  Apache 2.0

• LS-PrePost-MCP

  lwz20210407

  A

  license

  C

  quality

  B

  maintenance

  Enables natural-language automation of LS-PrePost preprocessing and postprocessing by exposing tools that build and verify shell meshes, query nodes, parts and connectivity, run native commands, SCL and in-application Python, and read d3plot/binout results through pluggable backends. Every job runs in its own directory and returns an ID, status, log and artifacts, so results stay traceable and failures are never silently reported as success.

  Updated 2 days ago (2026-10-01 16:10 UTC)

  30

  MIT

• manufacturing-mcp

  johyeongseob

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables exploration of manufacturing equipment data and analysis of failure risk, supporting monitoring, failure classification, and anomaly detection through natural language.

  Updated a month ago (2026-08-23 18:51 UTC)

  MIT

• peaksMCP

  liuhaoxin-ctrl

  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.

  Updated 21 days ago (2026-09-13 08:22 UTC)

  1

  MIT