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.

Huggingface Client Official 3 implementations
A
best: @huggingface/mcp-client

Client for the Model Context Protocol

Data Science & ML Best score 100/100 0 findings 85/wk Cap. Minimal
Statbotics Source verified npm
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@withinfocus/statbotics-mcp-server

Statbotics MCP Server

Data Science & ML Score 100/100 0 findings 79/wk Cap. Minimal
Auseklis Source verified npm
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auseklis

Astrology MCP server — natal charts, transits, synastry, progressions, returns, eclipses, retrogrades. Real ephemeris, MIT-licensed, no AGPL data files.

Data Science & ML Score 100/100 0 findings 72/wk Cap. Minimal
Federal Compass Source verified npm
A
federal-compass-mcp

Your AI compass from private sector to federal career — MCP server for USAJobs API

Data Science & ML Score 100/100 0 findings 71/wk Cap. Minimal
Jupyter Mcp Manager Source verified npm
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jupyter-mcp-manager

A JupyterLab extension to manage MCP servers.

Data Science & ML Score 100/100 0 findings 69/wk Cap. Minimal
Eureka Source verified npm
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@matematicsolutions/mcp-eureka

MCP server - Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl)

Data Science & ML Score 100/100 0 findings 66/wk Cap. Minimal
Narajangteo Prespec Source verified npm
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@opendata-kr/narajangteo-prespec-mcp

나라장터 사전규격정보서비스 Open API를 위한 로컬 MCP 서버

Data Science & ML Score 100/100 0 findings 63/wk Cap. Minimal
Narajangteo Opening Source verified npm
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@opendata-kr/narajangteo-opening-mcp

나라장터 낙찰정보서비스 Open API를 위한 로컬 MCP 서버

Data Science & ML Score 100/100 0 findings 59/wk Cap. Minimal
Ph Schools Source verified npm
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@darwinphi/ph-schools-mcp-server

MCP server for querying the Philippine schools dataset

Data Science & ML Score 100/100 0 findings 59/wk Cap. Minimal
Cve Intelligence Server Lite Source verified 2 implementations
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best: @proug/mcp-cve-intelligence-server-lite

Lite Model Context Protocol server for comprehensive CVE intelligence gathering with multi-source exploit discovery, designed for security professionals and cybersecurity researchers

Data Science & ML Best score 100/100 0 findings 53/wk Cap. Minimal
Narajangteo Corpinfo Source verified npm
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@opendata-kr/narajangteo-corpinfo-mcp

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

Data Science & ML Score 100/100 0 findings 53/wk Cap. Minimal
Aira Semanticscholar Source verified npm
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aira-semanticscholar

MCP server for Semantic Scholar research workflows with stdio and Streamable HTTP transports.

Data Science & ML Score 100/100 0 findings 47/wk Cap. Minimal
Houki Egov Source verified npm
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@shuji-bonji/houki-egov-mcp

MCP server for Japanese laws and regulations — e-Gov 法令API v2 client. Part of the houki-hub MCP family.

Data Science & ML Score 100/100 0 findings 45/wk Cap. Minimal
Rfcxml Source verified npm
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@shuji-bonji/rfcxml-mcp

MCP server for structured understanding of RFC documents via RFCXML

Data Science & ML Score 100/100 0 findings 43/wk Cap. Minimal
Data Gov Il Source verified npm
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data-gov-il-mcp

Production-grade MCP server for Israeli Government Open Data (data.gov.il) — TypeScript, typed CKAN client, OAuth 2.1, dual transport

Data Science & ML Score 100/100 0 findings 39/wk Cap. Minimal
Houki Nta Source verified npm
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@shuji-bonji/houki-nta-mcp

MCP server for Japanese National Tax Agency (NTA) tsutatsu, Q&A, and tax answer. Part of the houki-hub MCP family.

Data Science & ML Score 100/100 0 findings 33/wk Cap. Minimal
Math Source verified 2 implementations
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best: @yasogan/math-mcp

A comprehensive math MCP server for AI agents

Data Science & ML Best score 100/100 0 findings 28/wk Cap. Minimal
Ai Archive Source verified npm
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ai-archive-mcp

Model Context Protocol server for AI-Archive platform - enables AI agents to discover, submit, and review research papers

Data Science & ML Score 100/100 0 findings 25/wk Cap. Minimal
Meting Agent Source verified npm
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@eldment/meting-agent

Meting Agent server for multi-platform music lookup.

Data Science & ML Score 100/100 0 findings 24/wk Cap. Minimal
Nyc 311 Source verified npm
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@betanyc/nyc-311-mcp

MCP server for the NYC 311 Public API — city-services calendar, emergency/weather status alerts, and 311 service-request lookup

Data Science & ML Score 100/100 0 findings 24/wk Cap. Minimal
Target Fastmcp Source verified npm
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@skillit/target-fastmcp

FastMCP CLI-as-proxy invocation-target adapter for @skillit/mcp — emits shell-command skills using the fastmcp Python CLI for agents without MCP support

Data Science & ML Score 100/100 0 findings 21/wk Cap. Minimal
Ch Land Woodland Source verified npm
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@ansvar/ch-land-woodland-mcp

Swiss land law, forest protection, and spatial planning via MCP -- BGBB, Waldgesetz, RPG, Fruchtfolgeflaechen, agricultural leases

Data Science & ML Score 100/100 0 findings 18/wk Cap. Minimal
Egov Law Source verified npm
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@codeagentjp/egov-law-mcp

Local stdio MCP server for searching Japanese laws and retrieving article text from e-Gov Law Search. Includes related-law lookup (enforcement orders/regulations) inspired by Gennai Lawsy.

Data Science & ML Score 100/100 0 findings 18/wk Cap. Minimal
Dauthau Source verified npm
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@dauthau/mcp-dauthau

Node.js MCP wrapper kết nối AI tool (Claude Code, Cursor, ...) tới dịch vụ tra cứu đấu thầu DauThau. Apisecret giữ local, ký hashsecret mỗi request.

Data Science & ML Score 100/100 0 findings 17/wk Cap. Minimal