Data Science & ML MCP Servers for Claude Code

MCP server exposing 95 US government open-data tools (EPA, FEMA, USGS, NOAA, FAA, USACE, FDIC, HUD, state licensing boards) as

Prime checks, factors, GCD, and basic statistics computed locally. No network and no key.

MCP server for controlling OriginLab Origin Pro via COM automation

927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction.

Read raw lab-instrument files offline: metadata, previews, integrity checks, open-format export.

The Blue Alliance MCP Server

Polish National registry of businesses and other legal entities

Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.

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

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

Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.

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

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.

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

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

Connect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.