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.

Target Mcpc Source verified npm
A
@skillit/target-mcpc

mcpc CLI-as-proxy invocation-target adapter for @skillit/mcp — emits shell-command skills consumable by any agent with a shell tool, via Apify's mcpc CLI

Data Science & ML Score 100/100 0 findings 16/wk Cap. Minimal
Ch Livestock Source verified npm
A
@ansvar/ch-livestock-mcp

Swiss livestock regulations via MCP -- TSchV welfare standards, RAUS/BTS programmes, TVD movement rules, housing requirements, breed data

Data Science & ML Score 100/100 0 findings 15/wk Cap. Minimal
Style Trace Source verified npm
A
@agenticbridge/style-trace

Playwright-based MCP server that extracts evidence-first website style signals.

Data Science & ML Score 100/100 0 findings 15/wk Cap. Minimal
Houan Source verified npm
A
@codeagentjp/houan-mcp

Local stdio MCP server for searching Japanese Diet bills (衆参議案情報) and retrieving committee Q&A records via the NDL Kokkai API.

Data Science & ML Score 100/100 0 findings 13/wk Cap. Minimal
Academic Research Mcp Server Remote
A
https://nexgendata-mcp-proxy.steve-corbeil.workers.dev/academic-research-mcp-server/mcp

ArXiv preprints + Google Scholar papers, with citation counts in one query.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Arcasos Rentals Remote
A
https://mcp.arcasos.com/

Korean premium short-term rental search: natural language or structured filters (SHV engine).

Data Science & ML Score 100/100 0 findings Cap. Minimal
Calculator Remote
A
https://calculator.caseyjhand.com/mcp

Deterministic calculator letting an LLM evaluate, simplify and verify mathematical computations.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Crossref Remote
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https://crossref.caseyjhand.com/mcp

Resolve DOIs, search ~155M scholarly works and fetch reference lists via the Crossref REST API.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Mcp Remote
A
https://datastream.googleapis.com/mcp

Interact with your Google Cloud Datastream resources using natural language commands.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Mcp Remote
A
https://firestore.googleapis.com/mcp

Interact with your Google Cloud Firestore resources using natural language commands.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Mcp Remote
A
https://api.cheapestinference.com/mcp

Discover unlimited LLM inference pools, get USDC quotes, subscribe on Base, check key status.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Mcp Remote
A
https://stitch.googleapis.com/mcp

Interact with the Stitch API using natural language commands.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Mercadolibre Remote
A
https://teclazo.com/mcp

Mercado Libre keyword & competitor intelligence for AI agents across all 18 ML markets.

Data Science & ML Score 100/100 0 findings Cap. Minimal
OpenAlex Remote
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https://openalex.caseyjhand.com/mcp

Query the OpenAlex scholarly catalog of 270M+ publications, authors, institutions and concepts.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Quantum Artificer Remote
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https://quantum-artificer.surewhynot.app/mcp

Scientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.

Data Science & ML Score 100/100 0 findings Cap. Minimal
qubitsok — Quantum Computing Jobs, Papers & Researchers Remote
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https://qubitsok.com/mcp

Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com

Data Science & ML Score 100/100 0 findings Cap. Minimal
Scientific Microservices Remote
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https://mcp.scientificmicroservices.com/mcp

Valid and reliable data engineering and statistical analysis without hallucinations.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Tts Remote
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https://api.brainiall.com/mcp/tts/mcp

Hosted pay-per-use TTS: 54 neural voices, 9 languages incl. Brazilian Portuguese. $10 free credits.

Data Science & ML Score 100/100 0 findings Cap. Minimal
Wong2 Cli npm
A
@wong2/mcp-cli

A CLI inspector for the Model Context Protocol

Data Science & ML Score 99/100 0 findings 47k/wk Cap. Minimal
Fastify 2 implementations
A
best: fastify-mcp

Security scan results for the Fastify MCP server.

Data Science & ML Best score 99/100 0 findings 17k/wk Cap. Minimal
Tanstack Start npm
A
mcp-tanstack-start

MCP (Model Context Protocol) integration for TanStack Start

Data Science & ML Score 99/100 0 findings 3.7k/wk Cap. Minimal
Asana npm
A
@roychri/mcp-server-asana

MCP Server for Asana

Data Science & ML Score 99/100 0 findings 3.2k/wk Cap. Minimal
Hourei npm
A
hourei-mcp-server

MCP server for Japanese law information using e-Gov API

Data Science & ML Score 99/100 0 findings 2.5k/wk Cap. Minimal
Pubmed 4 implementations
A
best: @cyanheads/pubmed-mcp-server

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.

Data Science & ML Best score 99/100 0 findings 2.5k/wk Cap. Minimal