Data Science & ML MCP Servers for Gemini CLI

Check classifier confidence against accuracy, fit temperature scaling and save local reports.

🚀 The Ultimate Data Science MCP Server - Advanced statistical analysis, ML preprocessing, and data visualization for Excel & CSV files

Schema-enforced spatial transcriptomics analysis with 20 tools and 66 methods via MCP

Maths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.

Windows-local MCP server for PLAXIS 2D Remote Scripting: geometry, staged construction, results.

Estimate age and gender from a first name using Agify and Genderize. No key required.

Model Context Protocol (MCP) implementation for Jupyter notebooks to overcome limitation with Cursor

Exact rational and algebraic computation, with machine-readable Word contracts, in Ajisai.

Provides the Ministry of Food and Drug Safety's food nutrition component database as an MCP tool.

Nankai Trough earthquake hazard & building-safety, from official Japan data. No verdicts.

Materials computing tools for AI agents: structures, engines, phonons, EOS, NEB, sampling, lineage.

Browse, search and fuzzy-match NACE Rev. 2.1 economic activity classification codes.

Optimization middleware for AI agents: JSON problem in, verified and ranked solutions out.

Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

EU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.

MCP server for controlling OriginLab Origin Pro via COM automation

Model Context Protocol (MCP) server for Apache Spark History Server with job comparison and analytics

MCP server for Comet ML API integration

Singapore government data for AI agents: ACRA, HDB, COE, URA, SingStat, MAS, IRAS. 87 tools.

MCP server for HumanSurvey — let AI agents collect structured feedback from groups of people