How do I connect a Data Science Tools MCP server to Claude Desktop or Cursor?

To install a Data Science Tools MCP server, select your desired server from the directory, copy the JSON configuration snippet, and add it to your client config file (such as claude_desktop_config.json or .cursor/mcp.json).

Are Data Science Tools MCP servers free to use?

Yes, all Data Science Tools MCP servers listed in this directory are open-source and free to integrate into compatible Model Context Protocol clients.

63 Data Science Tools MCP Servers

Q: What are Data Science Tools Model Context Protocol (MCP) servers?

Model Context Protocol (MCP) servers in the Data Science Tools category allow AI assistants (such as Claude Desktop, Cursor, Windsurf, and Cline) to connect directly to data science tools tools, APIs, and databases without manual copy-pasting.

Discover 63 Data Science Tools MCP servers for AI agents. Browse, compare, and install Model Context Protocol tools that connect Claude, Cursor, and other clients to data science tools capabilities. Popular picks include Growthbook MCP, Jupyter Notebook MCP, Vizro MCP.

Open in interactive directory Best Data Science servers →

Growthbook MCP

growthbook

Tools for creating and interacting with GrowthBook feature flags and experiments.

3 0 0

Jupyter Notebook MCP

jjsantos01

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.

3 0 0

Vizro MCP

mckinsey

Tools and templates to create validated and maintainable data charts and dashboards.

5 0 0

AutoTS

Automated time series forecasting with model search, anomaly detection, and event risk analysis

3 0 0

Jupyter MCP Server

datalayer

Model Context Protocol (MCP) Server for Jupyter.

2 0 0

Oraclaw

Whatsonyourmind

Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 28 MCP tools. Install via npx -y @oraclaw/mcp-server.

5 0 0

Dingo

DataEval

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

3 0 0

ClaudeR RStudio MCP Server

Connect RStudio to AI assistants for interactive R coding and data analysis.

2 0 0

Stata MCP

Let LLM help you achieve your regression analysis with Stata

1 0 0

Llm Advisor MCP

Daichi-Kudo

Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.

3 0 0

Chronulus MCP

ChronulusAI

Predict anything with Chronulus AI forecasting and prediction agents.

4 0 0

MCP Analytics

embeddedlayers

Statistical analysis, forecasting, and ML for business data (Shopify, Stripe, WooCommerce, eBay, GA4, Search Console). Upload a CSV or connect live data sources — ask a question in Claude or Cursor, get an interactive HTML report.

2 0 0

Wolfram Alpha

Wolfram Alpha MCP — computational, factual, and quantitative queries

2 0 0

Stata MCP Server

通过 pystata 驱动真实 Stata 的 MCP 服务器：数据加载/清洗/建模/诊断/图形导出，75 个工具覆盖完整计量工作流。

2 0 0

Label Studio MCP Server

HumanSignal

Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.

3 0 0

Fiftyone MCP Server

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

2 0 0

Networkx MCP Server

Bright-L01

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

3 0 0

Stats Compass

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

3 0 0

Mathlas

Archerkattri

Airtight math for agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.

3 0 0

Autocarver

Qualify dataset columns and process them against a target with AutoCarver, fully on your machine.

4 0 0

Optuna MCP

optuna

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna.

Verified

4 0 0

Discovery Engine

leap-laboratories

Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data.

4 0 0

Calculator Server

avisangle

A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.

3 0 0

Markdownify MCP

zcaceres

An MCP server to convert almost any file or web content into Markdown

3 0 0

AlbumentationsX MCP

Discover, validate, preview, tune, and export AlbumentationsX augmentation pipelines through MCP.

0 0 0

$Math MCP Learning Server logo$

Math MCP Learning Server

clouatre-labs

Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.

4 0 0

Kaggle MCP

MCP server for the Kaggle API: competitions, datasets, kernels, and models.

1 0 0

WaveGuardClient

gpartin

Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection.

3 0 0

MCP Turboquant

ShipItAndPray

LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and push to Hugging Face Hub.

3 0 0

Stella MCP

bradleylab

Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.

2 0 0

Aman Amith Shastry Scientific Computation MCP

This MCP server enables users to perform scientific computations regarding linear algebra and vect…

0 0 0

MCP Compress

ShipItAndPray

Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies.

5 0 0

Data Profiler MCP

haiiibin

Profiles tabular data files (CSV, TSV, Parquet, Excel, JSON) for LLM agents: one-call dataset overview, per-column statistics, a data-quality audit (missing values, duplicates, mixed types, outliers), and memory-saving dtype suggestions. Pure Python (pandas); files are read locally and nothing leaves your machine. pip install data-profiler-mcp.

4 0 0

$Math MCP logo$

Math MCP

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

1 0 0

MCP Gnu Units

laszlopere

Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base units). Offline and deterministic. uvx mcp-gnu-units.

4 0 0

Gnomon MCP

lihtness

Deterministic batch tools so LLM agents stop next-token-guessing dates and math. Rich now() snapshot (18 fields), calendar(ops) batch dispatcher (diff/until/since/add/weekday/businessdays, natural-language parsing), calc(expressions) Python eval with math+stats pre-loaded, and Pint-based unit conversion. One wiring for dates + math + units. Listed in the official MCP Server Registry. uvx gnomon-mcp.

4 0 0

Data Profiler

Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.

1 0 0

Rigor MCP

Verified statistical inference for AI agents: t-tests, effect sizes, power, and corrections.

1 0 0

Simulate Monte Carlo

Real Monte Carlo simulation of a compound event/conditional probability. Paid via x402.

0 0 0

Xplainable MCP Server

Train, explain, optimise and deploy transparent glass-box ML models via workflow tools.

0 0 0

MCP Server Data Exploration

reading-plus-ai

Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

2 0 0

DAG Studio MCP

Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.

2 0 0

Mhlabs MCP Tools

An MCP server that provides text preprocessing, NLP components, and document analysis

0 0 0

Simengine

Monte Carlo decision-intelligence over MCP: simulate, optimize, and decide under uncertainty.

0 0 0

MCP Numpy

An MCP server that exposes NumPy functionality

0 0 0

Random MCP

Generate random values and probability distribution samples.

0 0 0

Codabench MCP

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

0 0 0

Safe Kaggle MCP

Safety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.

0 0 0

Textstats

Text statistics & readability MCP.

0 0 0

SAGE — Solver Augmented Grounding Engine

LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

0 0 0

MCP Ml Lab

Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).

0 0 0

Data Cleaner Agent

Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.

0 0 0

$Math logo$

Math

Calculator, units, statistics for AI agents

0 0 0

Classifier.dev

Sort up to 1,000 texts into your own labels with a calibrated confidence per answer. No API key.

0 0 0

Zaturn

kdqed

Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

4 0 0

Kaggle MCP

arrismo

Connects to Kaggle, ability to download and analyze datasets.

4 0 0

MCPR

phisanti

Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.

3 0 0

Fermat MCP

abhiphile

The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.

3 0 0

Kaggle

pramod

This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.

3 0 0

Renoun MCP

98lukehall

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.

3 0 0

Browse all 63 Data Science Tools servers →

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Frequently Asked Questions about Data Science Tools MCP Servers

Model Context Protocol (MCP) servers in the Data Science Tools category allow AI assistants (such as Claude Desktop, Cursor, Windsurf, and Cline) to connect directly to data science tools tools, APIs, and databases without manual copy-pasting.