Data Science & ML MCP Servers for Claude Code

MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers.

MCP server for REDCap (Research Electronic Data Capture)

MCP server for Keithley SourceMeter SMUs (2400 series SCPI, 2450 family SCPI, 2600B TSP).

BAKOM telecommunications and media open data

Real quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.

MCP server that builds and validates LC-MS worklists for MassLynx, SCIEX OS, MassHunter, Xcalibur.

An MCP server that exposes NumPy functionality

MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API).

MCP server for the UK Office for National Statistics (ONS) CMD API - providing access to UK government statistics

City of Zurich weather, air quality, parking, geodata, Gemeinderat, tourism

ADCIRC model configuration debugging, parameter lookup, and validation

Edge Impulse MCP server for local and hosted MCP clients

MCP server for Rigol oscilloscopes (DS1000Z, MSO5000, DHO series): measurements and waveforms.

Econometrics MCP server with regression, causal inference, time series, panel data, and statistical analysis workflows.

AlbumentationsX MCP for batch previews, compare preview runs, segmentation masks, and exports.

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

MCP server for the dfxm-geo dark-field X-ray microscopy forward model

Model Context Protocol (MCP) server for eRegulations API

Model Context Protocol server providing 29 specialized tools for programmatic Jupyter notebook editing with format preservation, batch

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

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