Data Science & ML MCP Servers for VS Code

MCP server exposing number theory functions and factorization algorithms

MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).

Inspect, author, validate, and run high-content microscopy workflows.

Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from

MCP server for Tecan Cavro syringe pumps (XLP 6000, XMP 6000, XCalibur) over the DT protocol.

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

MCP server for Atlas Scientific EZO sensor circuits (pH, ORP, DO, EC, RTD, HUM, CO2, PRS) over UART.

MCP server for EEG/EMG/ECG/PPG boards via BrainFlow (OpenBCI, Muse, Neurosity, Unicorn, BrainBit).

Composable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.

A Model Context Protocol server, designed by Nao Labs to interact with Fivetran.

An MCP server that provides text preprocessing, NLP components, and document analysis

Lint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools

MCP server for Sartorius laboratory balances (SBI protocol).

IGE/IPI Swissreg trademarks, patents, SPCs

Predictions over your own data with $p and $why, no model training; says when Aito does not fit.

MCP server for Alicat mass flow and pressure meters/controllers.

MCP server for AML Watcher API search

MCP server for executing Python on Google Colab GPU/TPU runtimes — supports all Colab Pro accelerators (T4/L4/A100/H100/G4) with

Help your AI explore local data using summaries, Pearson correlation, eta squared, and Cramer's V.

Node.js MCP wrapper connecting AI tools (Claude Code, Cursor, ...) to the DauThau bidding lookup service. API secret kept local, request sig

MCP server for FAIM forecasting SDK - Enables Claude to perform time series forecasting using Chronos2 and TiRex models