Data Science & ML MCP Servers

MCP servers for data science, machine-learning workflows, notebooks, model training and inference. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Cn Food npm

MCP server for Chinese food nutrition data (~1724 foods, 25 nutrients per 100g)

Data Science & ML Score 98/100 0 findings 16/wk Cap. Minimal

Lazymac K npm

K-MCP — Korean public data MCP server (PIPA, KRW, BRN, address, NLP) for Claude Code, Cursor, Windsurf

Data Science & ML Score 98/100 0 findings 16/wk Cap. Minimal

Altsportsdata npm

altsportsdata-mcp

AltSportsData MCP Server — exposes the AltSportsData TypeScript SDK as MCP tools for AI agents

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Bim Portal npm

A simple MCP server in TypeScript with a hello tool

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Biz Journals npm

biz-journals-mcp

MCP server for generating Scopus ISSN queries based on journal rankings (ABDC, AJG, FT50)

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Building Register npm

building-register-mcp

MCP server for Korean building register (건축물대장) data from MOLIT

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Csv Explorer npm

@suppleaardvark/csv-explorer-mcp

MCP server for exploring and analyzing CSV files with streaming support

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Danish Energy npm

mcp-danish-energy

MCP server for Danish energy data — electricity prices, CO2 emissions, and renewable energy production via Energi Data Service (Energinet)

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

MCP server for openAR — Portuguese parliamentary data

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Polititrack npm

polititrack-mcp

MCP server for PolitiTrack — search political donations, donors, and lobbying data from any AI assistant

Data Science & ML Score 98/100 0 findings 15/wk Cap. Minimal

Colorapi npm

@pipeworx/mcp-colorapi

MCP server for [The Color API](https://www.thecolorapi.com) — identify colors by hex, generate color schemes, and convert between RGB/HSL/HSV/CMYK formats. Free, no auth required.

Data Science & ML Score 98/100 0 findings 14/wk Cap. Minimal

Docuforge Mcp npm

@docuforge-mcp/mcp-server

This package is the **Model Context Protocol (MCP)** server for DocuForge. It exposes the entire DocuForge ecosystem—document creation, academic formatting, AI-driven rewriting, and PDF generation—directly to AI agents and desktop apps like Claude Desktop

Data Science & ML Score 98/100 0 findings 14/wk Cap. Minimal

MCP server for AI agent sādhana — classical yoga texts and alignment practices from hatha.es

Data Science & ML Score 98/100 0 findings 14/wk Cap. Minimal

Unified MCP server for open academic research search, retrieval, and synthesis.

Data Science & ML Score 98/100 1 finding 14/wk Cap. Minimal

Brasil Api npm

MCP server that integrates with Brasil API for various Brazilian data queries

Data Science & ML Score 98/100 0 findings 13/wk Cap. Minimal

Catfacts npm

@pipeworx/mcp-catfacts

MCP server for the [Cat Facts API](https://catfact.ninja) — random cat facts and cat breed listings. Free, no auth required.

Data Science & ML Score 98/100 0 findings 13/wk Cap. Minimal

Finnish Companies npm

mcp-finnish-companies

MCP server for Finnish company registry (PRH / YTJ - Patent and Registration Office)

Data Science & ML Score 98/100 0 findings 13/wk Cap. Minimal

Nationalize npm

@pipeworx/mcp-nationalize

MCP server for nationality prediction from names via Nationalize.io API

Data Science & ML Score 98/100 0 findings 13/wk Cap. Minimal

Wikifeed npm

@pipeworx/mcp-wikifeed

MCP server for Wikipedia featured content and daily feeds

Data Science & ML Score 98/100 0 findings 13/wk Cap. Minimal

Aml Watcher Mcp npm

@amlwatcher-modelcontextprotocol/aml_watcher_mcp

MCP server for AML Watcher API search

Data Science & ML Score 98/100 0 findings 12/wk Cap. Minimal

Birdstats npm

MCP server for BirdNET-Pi and eBird analysis

Data Science & ML Score 98/100 0 findings 12/wk Cap. Minimal

MCP server for the official Polish TERYT registry.

Data Science & ML Score 98/100 1 finding 12/wk Cap. Minimal

Uk Parliament 2 implementations

best: uk-parliament-mcp

MCP server for UK Parliament data — bills, votes, MPs, interests, debates, petitions

Data Science & ML Best score 98/100 0 findings 12/wk Cap. Minimal

Academic PyPI

A MCP server for searching and downloading academic papers from multiple sources.

Data Science & ML Score 98/100 0 findings Cap. Minimal