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.

34 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 34 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 Bundler MCP, Growthbook MCP, Fermat MCP.

Open in interactive directory Best Data Science servers →

Bundler MCP

subelsky

Enables agents to query local information about dependencies in a Ruby project's Gemfile.

2 0 0

Growthbook MCP

growthbook

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

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

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

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

MCP Server Data Exploration

reading-plus-ai

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

2 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

Label Studio MCP Server

HumanSignal

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

3 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

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

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

Code Guardian

phuongrealmax

AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.

3 0 0

Markdownify MCP

zcaceres

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

3 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

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

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

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

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

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

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

Filter MCP Server

chohyerinn

Compares approximate filter data structures (Bloom, Counting Bloom, Cuckoo, SuRF) via MCP

3 0 0

Pcq

playidea-lab

Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools (resolve/inspect/run/validate/describe/compare/lineage) for running, validating, and tracing experiments across any framework (PyTorch / HF Trainer / Lightning / sklearn / XGBoost). Apache-2.0.

1 0 0

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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.