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.

Ancestry PyPI
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mcp-server-ancestry

A Model Context Protocol server providing functionality to GEDCOM files via LLM usage

Data Science & ML Score 98/100 0 findings Cap. Minimal
Astro PyPI
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astro-mcp

Model Context Protocol (MCP) server for interacting with the Astro and Airflow APIs

Data Science & ML Score 98/100 0 findings Cap. Minimal
Bachstudio Pubmedmcp PyPI
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bachstudio-pubmedmcp

A MCP server for PubMed data

Data Science & ML Score 98/100 1 finding Cap. Minimal
Battery PyPI
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battery-mcp

A Model Context Protocol server providing tools to search and verify battery materials

Data Science & ML Score 98/100 0 findings Cap. Minimal
Brasil PyPI
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mcp-brasil

MCP servers para APIs públicas brasileiras

Data Science & ML Score 98/100 0 findings Cap. Minimal
Chuk Mcp Maritime Archives PyPI
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chuk-mcp-maritime-archives

Historical Maritime Archives MCP Server

Data Science & ML Score 98/100 2 findings Cap. Minimal
Contextual PyPI
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contextual-mcp-server

Add your description here

Data Science & ML Score 98/100 0 findings Cap. Minimal
Data Analyzer PyPI
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mcp-data-analyzer

Add your description here

Data Science & ML Score 98/100 0 findings Cap. Minimal
Datos Gob Es PyPI
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datos-gob-es-mcp

Open data from Spain Government API integration with MCP (Model Context Protocol)

Data Science & ML Score 98/100 0 findings Cap. Minimal
Eda PyPI
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eda-mcp

MCP server for exploratory data analysis

Data Science & ML Score 98/100 0 findings Cap. Minimal
Edison PyPI
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edison-mcp

MCP server for Edison Scientific platform integration (former FutureHouse)

Data Science & ML Score 98/100 0 findings Cap. Minimal
Fbi Crime Data PyPI
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fbi-crime-data-mcp

MCP server for the FBI Crime Data Explorer API

Data Science & ML Score 98/100 0 findings Cap. Minimal
Fda PyPI
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fda-mcp

MCP server providing access to FDA data via the OpenFDA API

Data Science & ML Score 98/100 0 findings Cap. Minimal
Food Hygiene PyPI
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food-hygiene-mcp

MCP server for querying UK food hygiene ratings via the FSA API

Data Science & ML Score 98/100 0 findings Cap. Minimal
Gget PyPI
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gget-mcp

MCP server for gget bioinformatics library

Data Science & ML Score 98/100 0 findings Cap. Minimal
Google Scholar 2 implementations
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best: mcp-server-google-scholar

MCP Server for Google Scholar via SerpApi

Data Science & ML Best score 98/100 0 findings Cap. Minimal
Italy Opendata PyPI
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italy-opendata-mcp

MCP server for Italian open data (municipalities, provinces, regions, postal codes, coordinates, geographic data)

Data Science & ML Score 98/100 0 findings Cap. Minimal
Linkup Company Research PyPI
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linkup-company-research-mcp

Company research MCP server powered by Linkup - 17 research tools covering company overview, products, business model, financials, funding, leadership, culture, clients, partnerships, technology, competition, market, news, strategy, risks, and ESG.

Data Science & ML Score 98/100 0 findings Cap. Minimal
Lobbywatch PyPI
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lobbywatch-mcp

MCP server for the Lobbywatch.ch lobby database — conflicts of interest of Swiss parliamentarians

Data Science & ML Score 98/100 0 findings Cap. Minimal
Mlflow PyPI
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mlflow-mcp-server

MCP server for MLflow — browse experiments, query runs, and manage the model registry from any AI assistant

Data Science & ML Score 98/100 0 findings Cap. Minimal
Nexonco PyPI
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nexonco-mcp

An advanced MCP Server for accessing and analyzing clinical evidence data, with flexible search options to support precision medicine and oncology research.

Data Science & ML Score 98/100 0 findings Cap. Minimal
Nih Umls PyPI
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nih-umls-mcp

MCP server for the NIH UMLS (Unified Medical Language System) API

Data Science & ML Score 98/100 0 findings Cap. Minimal
Opengenes PyPI
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opengenes-mcp

MCP for OpenGenes

Data Science & ML Score 98/100 0 findings Cap. Minimal
Plots PyPI
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mcp-plots

MCP server for data visualization with Mermaid-first approach for Cursor and other MCP clients

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