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.

Pubmed Search PyPI
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pubmed-search-mcp

MCP server for PubMed literature search with MeSH, PICO, and intelligent query expansion

Data Science & ML Score 93/100 2 findings Cap. High
Pycentauri PyPI
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pycentauri

Local-network toolkit for Elegoo Centauri Carbon 3D printers: async Python client, CLI, MCP server, REST/SSE HTTP server, web UI, and RTSP bridge

Data Science & ML Score 93/100 4 findings Cap. High
Qso Graph Config PyPI
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qso-graph-config

QSO-Graph MCP Suite — interactive installer and manager

Data Science & ML Score 93/100 1 finding Cap. High
Queria PyPI
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queria

Query Japanese open data on Queria (data.queria.io) from the terminal, Python, and MCP

Data Science & ML Score 93/100 5 findings Cap. High
Repro PyPI
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repro-mcp

Reproducibility logging and rule enforcement MCP server for scientific computing

Data Science & ML Score 93/100 4 findings Cap. High
Rlm PyPI
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mcp-rlm-server

Infinite memory for Claude Code - MCP server inspired by MIT RLM paper

Data Science & ML Score 93/100 1 finding Cap. High
Sagemath PyPI
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sagemath-mcp

Model Context Protocol server that provides stateful SageMath computations.

Data Science & ML Score 93/100 3 findings Cap. High
Sayou PyPI
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sayou

A file-system inspired context store for AI agents

Data Science & ML Score 93/100 2 findings Cap. High
Scicomp Math PyPI
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scicomp-math-mcp

MCP server for symbolic algebra and GPU-accelerated numerical computing

Data Science & ML Score 93/100 2 findings Cap. High
Scicomp Quantum PyPI
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scicomp-quantum-mcp

MCP server for wave mechanics and Schrodinger equation simulations

Data Science & ML Score 93/100 2 findings Cap. High
Semble PyPI
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semble

Fast and Accurate Code Search for Agents

Data Science & ML Score 93/100 2 findings Cap. High
Serbian Data PyPI
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serbian-data-mcp

MCP server for Serbian open data portal (data.gov.rs) with visualization capabilities

Data Science & ML Score 93/100 1 finding Cap. High
Spicebridge PyPI
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spicebridge

AI-powered circuit design bridge connecting language models to ngspice simulation via MCP

Data Science & ML Score 93/100 3 findings Cap. High
Stata 2 implementations
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best: stata-mcp

MCP-for-Stata: one-command install of a Stata MCP server for Claude Code, Codex, OpenClaw, and 7+ AI agents. Run Stata do-files through natural language.

Data Science & ML Best score 93/100 6 findings Cap. High
Swiss Democracy PyPI
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swiss-democracy-mcp

MCP server for Swiss direct democracy data: Swissvotes (1848+), BFS opendata.swiss, SRGSSR Polis (1900+)

Data Science & ML Score 93/100 2 findings Cap. High
Tome PyPI
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tome-mcp

DEPRECATED — use precis-mcp instead. Final release.

Data Science & ML Score 93/100 4 findings Cap. High
Truememory PyPI
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truememory

SOTA-level agent memory at zero infrastructure cost.

Data Science & ML Score 93/100 10 findings Cap. High
Turk Hukuku Ictihat PyPI
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turk-hukuku-ictihat-mcp

Türk yargı kararlarını (Yargıtay/Bölge Adliye + Danıştay + AYM bireysel başvuru) yapay zekâ araçlarına açan MCP sunucusu.

Data Science & ML Score 93/100 1 finding Cap. High
Uk Legal PyPI
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uk-legal-mcp

UK legal research MCP server — case law, legislation, parliament, bills, votes, committees, citations, HMRC

Data Science & ML Score 93/100 1 finding Cap. High
Zoty PyPI
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zoty

Lightweight Zotero MCP server for AI agent interaction

Data Science & ML Score 93/100 3 findings Cap. High
Vercel Adapter Official npm
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@vercel/mcp-adapter

Vercel MCP Adapter for Next.js and other frameworks

Data Science & ML Score 92/100 0 findings 65k/wk Cap. Minimal
Screenpipe npm
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screenpipe-mcp

MCP server for screenpipe - search your screen recordings and audio transcriptions

Data Science & ML Score 92/100 12 findings 8.2k/wk Cap. High
Docs npm
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@arabold/docs-mcp-server

MCP server for fetching and searching documentation

Data Science & ML Score 92/100 6 findings 3.3k/wk Cap. High
Products npm
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@telora/mcp-products

MCP server exposing Telora product operations to Claude Code

Data Science & ML Score 92/100 4 findings 1.2k/wk Cap. High