Data Science & ML MCP Servers for Gemini CLI

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

MCP server for microscopes controlled by Micro-Manager (pymmcore-plus).

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

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

MCP server for Sartorius laboratory balances (SBI protocol).

Swiss popular votes and elections: Swissvotes 1848+, BFS opendata.swiss, SRGSSR Polis 1900+

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

Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.

Secure Python sandbox for data optimization and Matplotlib rendering via x402 microtransactions.

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

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

Model Context Protocol (MCP) server for eRegulations API

MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet

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

MCP server for Korea's NTIS (National Science & Technology Information Service) — search national R&D projects, announcements, and programs.

MCP server for Korean public institution information from ALIO and ALIO Plus.

A powerful MCP server for AI-driven Jupyter Notebook management and execution

MCP server for Korean building register (건축물대장) data from MOLIT

Drive IPG CarMaker for Simulink: run test runs, read results, edit vehicle data and parameters.

MCP server for data preparation and transformation — parse CSV/JSON, clean datasets, compute aggregations, detect outliers, pivot tables

Chinese NLP toolkit for MCP: segmentation, pinyin, keywords, sensitive words. Offline via stdio.