Data Science Tools MCP Servers

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

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

Model Context Protocol (MCP) Server for Jupyter.

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

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

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

Predict anything with Chronulus AI forecasting and prediction agents.

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

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

Connects to Kaggle, ability to download and analyze datasets.

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

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

Thin MCP server for GrowthBook — skill loader + authenticated API passthrough

The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic…

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations.…

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

Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.

Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.

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

Find novel, statistically validated patterns in tabular data — hypothesis-free.

A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced…

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9…

This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels…

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

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

Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.

Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML

Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.

Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

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

Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas

Numerical methods MCP server for root finding, numerical integration, differential equations (RK4), and Lagrange interpolation.

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

Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base…

Deterministic batch tools so LLM agents stop guessing dates and math.

Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.

Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools…

Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language…

Run Jev AI typed decisions (choice, score, noul) on jevx.org and get calibrated probabilities on every option. Zero-shot: criteria live in…

Local deterministic calc MCP: exact math, dates, unit conversion, stats, subnet math.

Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.

Pay-per-call QUBO/Ising optimization for AI agents via x402 (USDC on Base). No API keys.