Data Science & ML MCP Servers for Gemini CLI

MCP server for real-time JupyterLab notebook collaboration

MCP server for converting and normalising clinical lab values between conventional and SI units, and resolving lab-marker names across

The MCP server for Taiwan NHI billing intelligence — rejection codes, audit clauses, drug payment rules, fee schedule, special materials

MCP Server for api.random.org integration - Generate true random numbers, strings, UUIDs and more

MCP server for HEC-RAS project interaction via ras-commander

Local utility for Rosetta — manage plans, install agents, and support AI coding workflows via CLI or MCP

Open Emirates Intelligence on Bun — official UAE open data over MCP.

MCP server for live App Store rankings data — browse charts, search apps, view rankings across 55 countries

Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS

300+ free public & government data sources behind one API key, for AI agents.

MCP server for checking Polish NIP numbers in Ministry of Finance VAT database

Unified MCP server for Nordic data: company registries (DK/NO/FI), addresses, weather, and energy prices

MCP server for OriginalVoices - Ask AI twins questions about any audience

MCP server for Databar.ai — enables AI assistants to run data enrichments, manage tables, and more

MCP server for JupyterLab real-time collaboration

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

Read-only analysis of intracortical BCI recordings (NWB, DANDI, WAV): spikes, PSTHs, decoding, plots

A Model Context Protocol (MCP) server for analyzing large JSON files with memory-efficient streaming

Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support

SCHISM model configuration debugging, parameter lookup, and validation

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows