"author:ethanrise" matching MCP servers:

Enables safe, local Siemens NX automation through MCP, providing tools for part creation, sketching, extrusion, feature manipulation, measurement, save-as, and STEP export within a confined workspace.

Enables inspecting ONNX models, probing the deployment environment, and benchmarking inference latency and FPS either locally or on remote SSH targets such as Linux workstations and Jetson devices. Benchmark results are validated against FPS, P95 latency and model-size constraints to produce PASS/FAIL deployment gates.