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.

Materials npm
A
@pipeworx/mcp-materials

Materials MCP — computed (DFT) materials structures & thermodynamic properties.

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Memlane npm
A
@memlane/mcp

MCP server for Memlane: search, capture, and manage your saved links and notes

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Mnemo Mcp Core npm
A
@mnemo-mcp/core

Mnemo core — persistent semantic memory engine (ONNX embeddings + HNSW + sql.js)

Data Science & ML Score 99/100 1 finding 15/wk Cap. Minimal
Msc npm
A
msc-mcp

MCP Server cho Hệ thống Mua sắm công (muasamcong.mpi.gov.vn) - lấy thông báo đấu thầu quốc gia

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Mychem npm
A
@pipeworx/mcp-mychem

MyChem.info MCP.

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Netherlands Tenders npm
A
@pipeworx/mcp-netherlands-tenders

Netherlands TenderNed MCP — Dutch government public procurement notices (keyless).

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Open Corporates npm
A
@pipeworx/mcp-open-corporates

OpenCorporates MCP — Global company registry data (free, no auth, rate limited)

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Openaire npm
A
@pipeworx/mcp-openaire

OpenAIRE MCP — EU research outputs (publications, datasets, software, projects)

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Orcid npm
A
@pipeworx/mcp-orcid

ORCID public researcher records (works, employment, education)

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Pipeworx Osf npm
A
@pipeworx/mcp-osf

OSF (Open Science Framework, by the Center for Open Science) MCP.

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Powo npm
A
@pipeworx/mcp-powo

POWO (Plants of the World Online, by the Royal Botanic Gardens, Kew) MCP.

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Usda Fdc npm
A
@pipeworx/mcp-usda-fdc

USDA Food Data Central MCP

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Usgs Earthquakes npm
A
@pipeworx/mcp-usgs-earthquakes

USGS Earthquake Catalog MCP (FDSNWS event API).

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Who Gho npm
A
@pipeworx/mcp-who-gho

WHO GHO MCP — World Health Organization Global Health Observatory (free, no auth)

Data Science & ML Score 99/100 0 findings 15/wk Cap. Minimal
Arcgis Fontana npm
A
@pipeworx/mcp-arcgis-fontana

City of Fontana GIS — Fontana, California open geospatial data (ArcGIS).

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Arcgis Maricopa npm
A
@pipeworx/mcp-arcgis-maricopa

Maricopa County GIS — Maricopa County (Phoenix), Arizona open geospatial data (ArcGIS).

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Arcgis Toledo npm
A
@pipeworx/mcp-arcgis-toledo

City of Toledo GIS — Toledo, Ohio open geospatial data (ArcGIS).

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Arcgis Yakima npm
A
@pipeworx/mcp-arcgis-yakima

City of Yakima GIS — Yakima, Washington open geospatial data (ArcGIS).

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Bach Arxiv Paper npm
A
bach-arxiv-paper-mcp

一个简化的基于 arXiv 的论文检索与内容解析 MCP 服务器

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Carbon Intensity 2 implementations
A
best: @pipeworx/mcp-carbon-intensity

UK National Grid Carbon Intensity MCP.

Data Science & ML Best score 99/100 0 findings 14/wk Cap. Minimal
Census Trade npm
A
@pipeworx/mcp-census-trade

Census Trade MCP — US Census Bureau International Trade data

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Clevelandart npm
A
@pipeworx/mcp-clevelandart

Cleveland Museum of Art Open Access API (~63k artworks, many CC0)

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal
Clinical Trials Ai 2 implementations
A
best: clinical-trials-ai-mcp

MCP server for clinical trials ai. Features search trials, check eligibility, get trial details. From MEOK AI Labs.

Data Science & ML Best score 99/100 0 findings 14/wk Cap. Minimal
Compra Agil npm
A
@ssolis-ti/mcp-compra-agil

Servidor MCP para la API Compra Ágil v2 de Mercado Público (Chile)

Data Science & ML Score 99/100 0 findings 14/wk Cap. Minimal