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.

Pm Skills npm
A
pm-skills-mcp

MCP server exposing product management skills as tools, resources, and workflows

Data Science & ML Score 99/100 0 findings 43/wk Cap. Minimal
Youtube Organic npm
A
youtube-organic-mcp

MCP server for YouTube organic analytics — channel stats, video performance, watch time, and audience insights via the YouTube Data & Analytics APIs. Built for Claude Code and other MCP-compatible AI tools.

Data Science & ML Score 99/100 0 findings 40/wk Cap. Minimal
Education npm
A
education-mcp

AI-powered education tools — quizzes, lesson plans, flashcards, explanations, exercises, rubrics + academic paper search (OpenAlex 250M+ publications) via MCP

Data Science & ML Score 99/100 0 findings 39/wk Cap. Minimal
Zotero 2 implementations
A
best: @xevos117/mcp-zotero

Unofficial MCP server for Zotero integration with citation management

Data Science & ML Best score 99/100 0 findings 38/wk Cap. Minimal
Huggingfetch npm
A
mcp-huggingfetch

Pure Node.js MCP server for downloading HuggingFace models with enhanced HTTP API and smart filtering

Data Science & ML Score 99/100 0 findings 37/wk Cap. Minimal
Mindbridge npm
A
@pinkpixel/mindbridge

An MCP server that bridges the gap between your applications and various LLM providers

Data Science & ML Score 99/100 0 findings 36/wk Cap. Minimal
Scix npm
A
scix-mcp

MCP server for NASA Astrophysics Data System API

Data Science & ML Score 99/100 0 findings 34/wk Cap. Minimal
Rdw npm
A
rdw-mcp-server

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

Data Science & ML Score 99/100 0 findings 33/wk Cap. Minimal
Astrovisor npm
A
astrovisor-mcp

AstroVisor MCP server that auto-syncs tools from the AstroVisor OpenAPI schema (full endpoint coverage).

Data Science & ML Score 99/100 0 findings 32/wk Cap. Minimal
Yijing Bazi npm
A
yijing-bazi-mcp

易经八字分析 MCP 服务器 - 提供传统命理分析和易经卦象解读的AI工具

Data Science & ML Score 99/100 0 findings 32/wk Cap. Minimal
Aeat npm
A
aeat-mcp

MCP server for Spanish AEAT tax reference data — IRPF brackets, VAT rates, fiscal calendar, tax form catalog, and more. 100% official sources (BOE, AEAT).

Data Science & ML Score 99/100 0 findings 31/wk Cap. Minimal
Carbonstopper npm
A
@carbonstopper/mcp

MCP server for Carbonstop — carbon footprint modeling via Carbonstop Gateway API

Data Science & ML Score 99/100 0 findings 31/wk Cap. Minimal
Gvaibhav Tam npm
A
@gvaibhav/tam-mcp-server

Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.

Data Science & ML Score 99/100 0 findings 30/wk Cap. Minimal
Yinxiang npm
A
@yanghechuan/yinxiang-mcp

Unofficial Yinxiang/Evernote China MCP server with Markdown and ENML support

Data Science & ML Score 99/100 0 findings 30/wk Cap. Minimal
Excel Analyser npm
A
excel-analyser-mcp

A Node.js tool to read and analyse Excel (.xlsx), CSV (.csv), and JSON (.json) files using MCP with automatic pagination support.

Data Science & ML Score 99/100 0 findings 28/wk Cap. Minimal
Animica npm
A
animica-mcp

Animica MCP server — lets AI agents (Claude, Cursor, Windsurf, custom) discover and use Animica's OpenAI-compatible AI inference, code generation, embeddings, and agent tools.

Data Science & ML Score 99/100 0 findings 27/wk Cap. Minimal
Nvd Cve npm
A
nvd-cve-mcp-server

MCP server for searching and retrieving CVE vulnerability information from NVD

Data Science & ML Score 99/100 0 findings 27/wk Cap. Minimal
Echart Mcp View npm
A
echart-mcp-view

MCP Apps server for rendering ECharts visualizations from structured tool arguments.

Data Science & ML Score 99/100 0 findings 26/wk Cap. Minimal
Climatiq npm
A
@pipeworx/mcp-climatiq

Climatiq MCP — carbon footprint calculator with emission factors

Data Science & ML Score 99/100 0 findings 25/wk Cap. Minimal
Gptzero npm
A
@louis030195/gptzero-mcp

MCP server for GPTZero AI detection API

Data Science & ML Score 99/100 0 findings 25/wk Cap. Minimal
Zotero Local Mcp Bridge Stdio Adapter npm
A
zotero-local-mcp-bridge-stdio-adapter

Stdio MCP adapter for Zotero Local MCP Bridge HTTP endpoint.

Data Science & ML Score 99/100 0 findings 25/wk Cap. Minimal
Langfuse Mcp Extended npm
A
langfuse-mcp-extended

Comprehensive MCP server for Langfuse - Traces, Scores, Datasets

Data Science & ML Score 99/100 0 findings 24/wk Cap. Minimal
Legiscan 2 implementations
A
best: legiscan-mcp-server

MCP server for LegiScan API - Access legislative data from all 50 US states

Data Science & ML Best score 99/100 0 findings 24/wk Cap. Minimal
Tgstat npm
A
@theyahia/tgstat-mcp

MCP server for TGStat — Telegram channel analytics, search, stats (Russia). 20 tools.

Data Science & ML Score 99/100 0 findings 24/wk Cap. Minimal