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.

Swiss Courts PyPI
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swiss-courts-mcp

MCP Server for Swiss court decisions — Federal Supreme Court, Federal Administrative Court, Federal Criminal Court + 26 cantonal courts via entscheidsuche.ch

Data Science & ML Score 98/100 0 findings Cap. Minimal
Trading Skills PyPI
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trading-skills

AI-powered market analysis skills and MCP server for stock and options traders

Data Science & ML Score 98/100 2 findings Cap. Minimal
Uk Charities PyPI
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uk-charities-mcp

MCP server for querying UK Charity Commission data via CharityBase

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

MCP server for search and retrieval of web crawler content

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

WhatDoTheyKnow MCP server — search and read UK FOI requests, authorities, and responses

Data Science & ML Score 98/100 0 findings Cap. Minimal
Xtai Mcp Data Analysis PyPI
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xtai-mcp-data-analysis

a data analysis mcp-server

Data Science & ML Score 98/100 0 findings Cap. Minimal
Zotero Fulltext PyPI
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zotero-fulltext

Fast fulltext Zotero MCP for Codex and Claude.

Data Science & ML Score 98/100 0 findings Cap. Minimal
Zotero Mcp Plus PyPI
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zotero-mcp-plus

MCP server for Zotero — search, organize, cite, and analyze your library

Data Science & ML Score 98/100 0 findings Cap. Minimal
Bitbucket Source verified npm
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@atlassian-dc-mcp/bitbucket

Community-maintained MCP server for Atlassian Bitbucket Data Center. Not affiliated with Atlassian.

Data Science & ML Score 97/100 0 findings 1.5k/wk Cap. Moderate
Infisical Source verified npm
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@infisical/mcp

Official Infisical MCP Server

Data Science & ML Score 97/100 0 findings 930/wk Cap. Moderate
Wayback Machine Source verified 2 implementations
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best: mcp-wayback-machine

MCP server and CLI tool for interacting with the Wayback Machine without API keys

Data Science & ML Best score 97/100 1 finding 821/wk Cap. Moderate
Enquire Source verified npm
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@oomkapwn/enquire-mcp

MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantizati

Data Science & ML Score 97/100 1 finding 669/wk Cap. Moderate
Senado Br Source verified npm
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senado-br-mcp

MCP server for Brazilian Senate open data — runs hosted on Cloudflare Workers or locally via npx (stdio)

Data Science & ML Score 97/100 0 findings 574/wk Cap. Moderate
Tokenlabai Source verified npm
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@tokenlabai/mcp-server

OpenAPI-generated TokenLab MCP server with 31 default and 80 full-profile tools for catalog, native AI, multimodal, and async APIs.

Data Science & ML Score 97/100 1 finding 164/wk Cap. Moderate
Pvpc Source verified npm
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@rfdez/pvpc-mcp-server

Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

Data Science & ML Score 97/100 0 findings 93/wk Cap. Moderate
Narajangteo Bid Source verified npm
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@opendata-kr/narajangteo-bid-mcp

나라장터 입찰공고정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버

Data Science & ML Score 97/100 0 findings 76/wk Cap. Moderate
Iddaa Source verified npm
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iddaa-mcp

MCP server for live and historical football fixtures, odds, and strategy analysis.

Data Science & ML Score 97/100 0 findings 60/wk Cap. Moderate
Literature Review Source verified npm
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@ydzat/literature-review-mcp

面向研究生论文级别文献综述的学术论文管理与分析工具,支持多源学术搜索、智能质量评估、智能压缩、多 LLM Provider、Notion 知识库集成

Data Science & ML Score 97/100 2 findings 49/wk Cap. Moderate
Gfw Cli Source verified npm
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@globalfishingwatch/gfw-cli

MCP server for Global Fishing Watch data — vessel search, events, fishing hours, and region lookups

Data Science & ML Score 97/100 0 findings 40/wk Cap. Moderate
Bps Source verified npm
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bps-mcp-server

MCP server for BPS (Badan Pusat Statistik) Indonesia statistics data

Data Science & ML Score 97/100 0 findings 29/wk Cap. Moderate
Opdstar Nhi Source verified npm
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@opdstar/nhi-mcp

The MCP server for Taiwan NHI billing intelligence — rejection codes, audit clauses, drug payment rules, fee schedule, special materials, and appeal case precedents. Helps AI agents answer Taiwan health-insurance billing and audit questions with authorita

Data Science & ML Score 97/100 0 findings 26/wk Cap. Moderate
Internet Archive Source verified 2 implementations
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best: mcp-internet-archive

MCP server and CLI tool for interacting with the Wayback Machine without API keys

Data Science & ML Best score 97/100 1 finding 24/wk Cap. Moderate
Us Legal npm
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us-legal-mcp

MCP server for US legal data - Congress, Federal Register, US Code, and more

Data Science & ML Score 97/100 1 finding 23/wk Cap. Minimal
Uaemcp Source verified npm
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uaemcp

Open Emirates Intelligence on Bun — official UAE open data over MCP.

Data Science & ML Score 97/100 0 findings 22/wk Cap. Moderate