Data Science & ML MCP Servers for VS Code

MCP server for Thorlabs optical power meters (PM100 family, PM400, PM101, PM5020) over SCPI.

MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP

MCP server for HoloViz ecosystem — interactive visualizations and dashboards rendered as MCP Apps in AI chat.

GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

MCP server for New Era Pump Systems syringe pumps (NE-1000 family, RS-232).

Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.

MCP server for SRS RGA100/200/300 residual gas analyzers.

Domain-specific synthetic data generation MCP server for healthcare and finance compliance

An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.

MCP Server for CDISC Library API - Clinical Data Standards Access

MCP server for AI-powered Cellpose cell segmentation via Model Context Protocol

Deterministic temporal and business-date arithmetic for AI agents via MCP.

Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

Schema-aware, read-only CLI and MCP access to European climate data in EEA Discodata

Model Context Protocol server for Fatebook prediction tracking

MCP server for Generate-Data.com: dataset generation, AI schema design, Project management.

Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.

MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands).

MCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert.

MCP server for common MLOps workflows

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation