Data Science & ML MCP Servers for Gemini CLI

French administration for your AI agents: municipalities, geocoding, risks, DPE.

Open-source Model Context Protocol server for process mining, wrapping PM4Py behind a small handle-based tool surface.

Model Context Protocol server for comprehensive Dutch RDW vehicle data lookup from all available databases

MCP server for Israel RedAlert emergency alerts - real-time alerts, statistics, shelter search, and city data

MCP server for running ngspice simulations via spicelib

MCP server exposing Google's Stim quantum stabilizer circuit library as LLM tools

Healthcare MCP Server with medical tools for AI assistants

Comprehensive MCP server for Swiss official public APIs — transport, geo, health, politics, business, energy, food, statistics

Model Context Protocol (MCP) server for UNESCO UIS data.

MCP server for Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A).

MCP server for programmable DC bench power supplies from Rigol, Siglent and Aim-TTi.

MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.

MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.

MCP server for ESRU-EMOVI 2023 social mobility survey

Natural language interface for biological activities analysis with decoupler through MCP.

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

MCP server for Modbus TCP/RTU devices with typed, scaled register maps and per-point limits.

US municipal development cost: aggregated impact + water/sewer tap fees per jurisdiction

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

IGE/IPI Swissreg trademarks, patents, SPCs

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