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MedMLX MCP
Runs medical-imaging research jobs through local MLX model runtimes, with tools for model readiness, asset setup and job execution. Requires Apple silicon, Metal, Python 3.13 and the MCP extra. Weights may download on first use and retain separate licenses. For research and education; outputs need human review and clinical accuracy is not established here. Release v0.4.2 announced November 1, 2026.
MCP unverified
Integration
| Transport | stdio |
| Auth | none |
| Endpoint | medmlx serve --root /path/to/work |
| Install | On Apple silicon review model licenses and install the medmlx[all,mcp] extra using uv tool install --python 3.13; register medmlx serve --root with an approved research directory, review weight downloads and keep identifiable clinical data out of unapproved workflows |
Use Cases
| 01 | Check a research model runtime before downloading weights |
| 02 | Run an approved imaging experiment |
| 03 | Inspect job results with qualified human review |
Tags
medical-imaging mlx apple-silicon research-only
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>