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.

Machine Bridge npm
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machine-bridge-mcp

Cross-client MCP bridge for local agent context, structured browser and application automation, files, Git, processes, resources, and durable jobs over stdio or OAuth relay.

Data Science & ML Score 96/100 12 findings 803/wk Cap. Moderate
Estevao npm
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estevao-mcp

MCP server for the Estêvão API — Anglican liturgical calendar, lectionary and Daily Office (Book of Common Prayer / Livro de Oração Comum)

Data Science & ML Score 96/100 0 findings 340/wk Cap. Moderate
Paper Search Mcp Nodejs npm
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paper-search-mcp-nodejs

A Node.js MCP server for searching and downloading academic papers from multiple sources, including arXiv, PubMed, bioRxiv, Web of Science, and more.

Data Science & ML Score 96/100 3 findings 295/wk Cap. Moderate
Local Model Suitability npm
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local-model-suitability-mcp

AI model router for agents. Checks whether a local model can handle the task before calling cloud inference. LOCAL/CLOUD verdict saves cost on every call.

Data Science & ML Score 96/100 1 finding 185/wk Cap. Moderate
Companyscope npm
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companyscope-mcp

Company intelligence MCP server — 11 tools, 12 data sources. Profiles, tech stacks, patents, competitors, job postings, domain intel, social presence, financials. Wikipedia, GitHub, SEC EDGAR, OpenCorporates, USPTO, DNS, Brave Search, RDAP, web scraping,

Data Science & ML Score 96/100 0 findings 104/wk Cap. Moderate
Opendata.cat npm
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@opendata.cat/mcp-server

MCP server for querying Catalan public open data — 15 portals + radio archive (radioteca.cat): government, Spanish stats, CORA research, Catalònica heritage (~2.2M items)

Data Science & ML Score 96/100 1 finding 92/wk Cap. Moderate
Guhcostan Web Search npm
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@guhcostan/web-search-mcp

MCP server to search the web and fetch page contents

Data Science & ML Score 96/100 0 findings 91/wk Cap. Moderate
Withinfocus Tba Source verified npm
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@withinfocus/tba-mcp-server

The Blue Alliance MCP Server

Data Science & ML Score 96/100 1 finding 90/wk Cap. Minimal
Gapbase npm
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gapbase-mcp

MCP server for GapBase — query 474 validated startup gaps from Claude Desktop, Cursor, and Windsurf. Free, no signup, zero network.

Data Science & ML Score 96/100 0 findings 88/wk Cap. Moderate
Reunion npm
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mcp-reunion

MCP server for Réunion open data (data.regionreunion.com)

Data Science & ML Score 96/100 0 findings 79/wk Cap. Moderate
Sputnikx Market npm
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mcp-sputnikx-market

Sputnik X — AI-agent-native intelligence platform. MCP tools for EU trade (63M+ Eurostat COMEXT records, 27 countries, 2005-2025), LV customs (4.2GB KN8), salary + AI-risk analytics, sanctions screening, EU AI Act Article 12 compliance, SoulLedger identit

Data Science & ML Score 96/100 0 findings 74/wk Cap. Moderate
Canlii npm
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canlii-mcp

Local stdio MCP server for searching Canadian legal information via the CanLII API

Data Science & ML Score 96/100 0 findings 69/wk Cap. Moderate
Apiverket npm
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apiverket-mcp-server

MCP server for querying Swedish government data via Apiverket API

Data Science & ML Score 96/100 0 findings 57/wk Cap. Moderate
Latest Science npm
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@futurelab-studio/latest-science-mcp

MCP Server for Scientific Paper Harvesting from arXiv and OpenAlex

Data Science & ML Score 96/100 0 findings 54/wk Cap. Moderate
Planwire npm
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planwire-mcp

MCP server for PlanWire — UK planning application data for AI agents. Search, look up, and geo-query UK planning applications from Claude, Cursor, and any MCP client.

Data Science & ML Score 96/100 0 findings 52/wk Cap. Moderate
Acta npm
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acta-mcp

MCP server for Veritas Acta — contribute, challenge, verify, and query contestable public records from AI coding tools.

Data Science & ML Score 96/100 0 findings 51/wk Cap. Moderate
Sunra npm
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@sunra/mcp-server

MCP server for Sunra.ai API integration

Data Science & ML Score 96/100 3 findings 46/wk Cap. Moderate
Openalex npm
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openalex-mcp-server

轻量化的 OpenAlex MCP 服务器,为 AI Agent 提供快速学术文献检索、详细摘要信息和全文下载能力

Data Science & ML Score 96/100 0 findings 34/wk Cap. Moderate
Uspto npm
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mcp-uspto

MCP server for USPTO — search patents, trademarks, assignments, PTAB decisions, and inventor/assignee data. No API key required for core tools.

Data Science & ML Score 96/100 3 findings 30/wk Cap. Moderate
Senado npm
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@aredes.me/mcp-senado

Official MCP server for Brazilian Federal Senate (Senado Federal) Open Data API - Query senator voting records, legislative proposals, committee activities via Claude, Cursor, Continue. 56 tools for legislative transparency and political research in Brazi

Data Science & ML Score 96/100 1 finding 25/wk Cap. Moderate
Arxiv Toolkit npm
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arxiv-toolkit

Search arXiv, fetch metadata, and read papers (HTML→Markdown with PDF fallback) — CLI and MCP server.

Data Science & ML Score 96/100 2 findings 23/wk Cap. Moderate
Jurisd npm
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jurisd

Model Context Protocol server for Australian legislation and case law search.

Data Science & ML Score 96/100 1 finding 21/wk Cap. Moderate
Jgrants npm
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jgrants-mcp

日本の補助金情報を検索するためのMCP (Model Context Protocol) サーバー

Data Science & ML Score 96/100 0 findings 20/wk Cap. Moderate
Kolas npm
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@vertical-mcp/kolas-mcp

MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) — search accredited calibration, testing, inspection, and reference-material-production labs.

Data Science & ML Score 96/100 0 findings 20/wk Cap. Moderate